Marius George Linguraru

259 papers A 1B 10Journal 81Unranked 136

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Deep learnable spectral decomposition of 3D baby faces. Pattern Recognit. Michael Zappe, Antònia Alomar, Marius George Linguraru, Gemma Piella, Federico M. Sukno
2026	J	`jnl`	End-to-End Spatiotemporal Analysis of Color Doppler Echocardiograms: Application for Rheumatic Heart Disease Detection. IEEE Trans. Medical Imaging Pooneh Roshanitabrizi, Vishwesh Nath, Kelsey Brown, Taylor Gloria Broudy, Zhifan Jiang, Abhijeet Parida, Joselyn Rwebembera, Emmy Okello, Andrea Z. Beaton, Holger R. Roth, Craig A. Sable, Marius George Linguraru
2026	J	`jnl`	FeTTL: Federated Template and Task Learning for Multi-Institutional Medical Imaging. CoRR Abhijeet Parida, Antònia Alomar, Zhifan Jiang, Pooneh Roshanitabrizi, Austin Tapp, Ziyue Xu, Syed Muhammad Anwar, María J. Ledesma-Carbayo, Holger R. Roth, Marius George Linguraru
2026	J	`jnl`	LUMEN: Longitudinal Multi-Modal Radiology Model for Prognosis and Diagnosis. CoRR Zhifan Jiang, Dong Yang, Vishwesh Nath, Abhijeet Parida, Nishad Kulkarni, Ziyue Xu, Daguang Xu, Syed Muhammad Anwar, Holger R. Roth, Marius George Linguraru
2026	—	`ed.`	Low Field Pediatric Brain Magnetic Resonance Image Segmentation and Quality Assurance - Second MICCAI Challenge, LISA 2025, Held in Conjunction with MICCAI 2025, Daejeon, South Korea, September 27, 2025, Proceedings LISA@MICCAI Natasha Leporé, Marius George Linguraru
2026	—	`ed.`	Segmentation, Classification, and Synthesis for Brain Tumors and Traumatic Brain Injuries - MICCAI 2025 Challenges: BraTS-Lighthouse 2025 and AIMS-TBI 2025, Held in Conjunction with MICCAI 2025, Daejeon, South Korea, September 23, 2025, Proceedings, Part I BraTS-Lighthouse/AIMS-TBI@MICCAI (1) Spyridon Bakas, Emily L. Dennis, Mehdi Astaraki, Ujjwal Baid, Gian Marco Conte, Martha Foltyn-Dumitru, Zhifan Jiang, Dominic LaBella, Marie-Christin Metz, Udunna Anazodo, Maria Correia de Verdier, Florian Kofler, Hongwei Bran Li, Marius George Linguraru, Nazanin Maleki
2026	—	`ed.`	Segmentation, Classification, and Synthesis for Brain Tumors and Traumatic Brain Injuries - MICCAI 2025 Challenges: BraTS-Lighthouse 2025 and AIMS-TBI 2025, Held in Conjunction with MICCAI 2025, Daejeon, South Korea, September 23, 2025, Proceedings, Part II BraTS-Lighthouse/AIMS-TBI@MICCAI (2) Spyridon Bakas, Emily L. Dennis, Mehdi Astaraki, Ujjwal Baid, Gian Marco Conte, Martha Foltyn-Dumitru, Zhifan Jiang, Dominic LaBella, Marie-Christin Metz, Udunna Anazodo, Maria Correia de Verdier, Florian Kofler, Hongwei Bran Li, Marius George Linguraru, Nazanin Maleki
2026	J	`jnl`	Standardized Methods and Recommendations for Green Federated Learning. CoRR Austin Tapp, Holger R. Roth, Ziyue Xu, Abhijeet Parida, Hareem Nisar, Marius George Linguraru
2026	J	`jnl`	Unlocking 3D baby face photogrammetry: Multi-view BabyMorph reconstruction from uncalibrated photographs. Expert Syst. Appl. Antònia Alomar, Gemma Piella, Esperanza Mantilla-Rivas, Austin Tapp, Antonio R. Porras, Ricardo Rubio, Silvia Maya-Enero, Federico M. Sukno, Marius George Linguraru
2025	—	`conf`	A New Logic for Pediatric Brain Tumor Segmentation. ISBI Max Bengtsson, Elif Keles, Gorkem Durak, Syed Anwar, Yuri S. Velichko, Marius George Linguraru, Angela J. Waanders, Ulas Bagci
2025	—	`conf`	A generative model with domain adversarial training and independent conditional discriminators to predict the development of craniosynostosis. SIPAIM Connor Elkhill, Ines A. Cruz-Guerrero, Marius George Linguraru, Brooke French, Antonio R. Porras
2025	—	`conf`	Adaptable Segmentation Pipeline for Diverse Brain Tumors with Radiomic-Guided Subtyping and Lesion-Wise Model Ensemble. BraTS-Lighthouse/AIMS-TBI@MICCAI (1) Daniel Capellán-Martín, Abhijeet Parida, Zhifan Jiang, Nishad Kulkarni, Krithika Iyer, Austin Tapp, Syed Muhammad Anwar, María J. Ledesma-Carbayo, Marius George Linguraru
2025	J	`jnl`	Adaptable Segmentation Pipeline for Diverse Brain Tumors with Radiomic-guided Subtyping and Lesion-Wise Model Ensemble. CoRR Daniel Capellán-Martín, Abhijeet Parida, Zhifan Jiang, Nishad Kulkarni, Krithika Iyer, Austin Tapp, Syed Muhammad Anwar, María J. Ledesma-Carbayo, Marius George Linguraru
2025	J	`jnl`	BabyFM: Towards accurate 3D baby facial models using spectral decomposition and asymmetry swapping. Comput. Biol. Medicine Araceli Morales, Antònia Alomar, Antonio R. Porras, Marius George Linguraru, Gemma Piella, Federico M. Sukno
2025	J	`jnl`	BabyFlow: 3D modeling of realistic and expressive infant faces. CoRR Antònia Alomar, Mireia Masias, Marius George Linguraru, Federico M. Sukno, Gemma Piella
2025	J	`jnl`	BraTS orchestrator : Democratizing and Disseminating state-of-the-art brain tumor image analysis. CoRR Florian Kofler, Marcel Rosier, Mehdi Astaraki, Ujjwal Baid, Hendrik Kristian Möller, Josef A. Buchner, Felix Steinbauer, Eva Oswald, Ezequiel de la Rosa, Ivan Ezhov, Constantin von See, Jan Kirschke, Anton Schmick, Sarthak Pati, Akis Linardos, Carla Pitarch, Sanyukta Adap, Jeffrey D. Rudie, Maria Correia de Verdier, Rachit Saluja, Evan Calabrese, Dominic LaBella, Mariam Aboian, Ahmed W. Moawad, Nazanin Maleki, Udunna Anazodo, Maruf Adewole, Marius George Linguraru, Anahita Fathi Kazerooni, Zhifan Jiang, Gian Marco Conte, Hongwei Li, Juan Eugenio Iglesias, Spyridon Bakas, Benedikt Wiestler, Marie Piraud, Bjoern H. Menze
2025	J	`jnl`	Comparative analysis of personal protective equipment nonadherence detection: computer vision versus human observers. J. Am. Medical Informatics Assoc. Mary S. Kim, Beomseok Park, Genevieve J. Sippel, Aaron H. Mun, Wanzhao Yang, Kathleen H. McCarthy, Emely Fernandez, Marius George Linguraru, Aleksandra Sarcevic, Ivan Marsic, Randall S. Burd
2025	—	`conf`	Controllable Latent Diffusion-Based 3D Brain Tumor Segmentation: With Synthetic Label Generation and Detailed Variance Map. ISBI Xinyang Liu, Pengfei Guo, Daniel Capellán-Martín, Zhifan Jiang, Holger R. Roth, Austin Tapp, María J. Ledesma-Carbayo, Syed Muhammad Anwar, Marius George Linguraru
2025	—	`conf`	Geometric Deep Learning for Automated Landmarking of Maxillary Arches on 3D Oral Scans from Newborns with Cleft Lip and Palate. ISBI Artur Agaronyan, HyeRan Choo, Marius George Linguraru, Syed Muhammad Anwar
2025	J	`jnl`	Geometric Deep Learning for Automated Landmarking of Maxillary Arches on 3D Oral Scans from Newborns with Cleft Lip and Palate. CoRR Artur Agaronyan, HyeRan Choo, Marius George Linguraru, Syed Muhammad Anwar
2025	J	`jnl`	Graph-Based Deep Learning on Stereo EEG for Predicting Seizure Freedom in Epilepsy Patients. CoRR Artur Agaronyan, Syeda Abeera Amir, Nunthasiri Wittayanakorn, John Schreiber, Marius George Linguraru, William Gaillard, Chima Oluigbo, Syed Muhammad Anwar
2025	—	`conf`	Improving Pre-trained Adult Glioma Segmentation Models Using only Post-processing Techniques. BraTS-Lighthouse/AIMS-TBI@MICCAI (1) Abhijeet Parida, Daniel Capellán-Martín, Zhifan Jiang, Nishad Kulkarni, Krithika Iyer, Austin Tapp, Syed Muhammad Anwar, María J. Ledesma-Carbayo, Marius George Linguraru
2025	J	`jnl`	Improving Pre-trained Segmentation Models using Post-Processing. CoRR Abhijeet Parida, Daniel Capellán-Martín, Zhifan Jiang, Nishad Kulkarni, Krithika Iyer, Austin Tapp, Syed Muhammad Anwar, María J. Ledesma-Carbayo, Marius George Linguraru
2025	—	`conf`	KALM: Knowledge-Driven Active Learning for Medical Image Segmentation Using Localized Similarity. ISBI Zhifan Jiang, Vishwesh Nath, Holger R. Roth, Abhijeet Parida, Nicholas Foreman, Michael J. Fisher, Roger J. Packer, Syed Muhammad Anwar, Robert A. Avery, Marius George Linguraru
2025	—	`conf`	LF-MAMBA: A State Space Model-Based Framework for Accurate Bilateral Hippocampi Segmentation in Low-Field Pediatric MRI. ISBI Di Fan, Rahimeh Rouhi, Jeffrey Tanedo, Shreyash Zanjal, Sean C. L. Deoni, Marius George Linguraru, Natasha Leporé
2025	—	`ed.`	Low Field Pediatric Brain Magnetic Resonance Image Segmentation and Quality Assurance - First MICCAI Challenge, LISA 2024, Held in Conjunction with MICCAI 2024, Marrakesh, Morocco, October 10, 2024, Proceedings LISA@MICCAI Natasha Leporé, Marius George Linguraru
2025	J	`jnl`	MRI-to-CT Synthesis With Cranial Suture Segmentations Using A Variational Autoencoder Framework. CoRR Krithika Iyer, Austin Tapp, Athelia Rosa Paulli, Gabrielle Dickerson, Syed Muhammad Anwar, Natasha Leporé, Marius George Linguraru
2025	—	`conf`	Mechanistic Learning with Guided Diffusion Models to Predict Spatio-Temporal Brain Tumor Growth. LMID@MICCAI Daria Laslo, Efthymios Georgiou, Marius George Linguraru, Andreas M. Rauschecker, Sabine Mueller, Catherine R. Jutzeler, Sarah C. Brüningk
2025	J	`jnl`	Mechanistic Learning with Guided Diffusion Models to Predict Spatio-Temporal Brain Tumor Growth. CoRR Daria Laslo, Efthymios Georgiou, Marius George Linguraru, Andreas M. Rauschecker, Sabine Müller, Catherine R. Jutzeler, Sarah C. Brüningk
2025	B	`conf`	MedLeak: Multimodal Medical Data Leakage in Secure Federated Learning with Crafted Models. CHASE Shanghao Shi, Md Shahedul Haque, Abhijeet Parida, Chaoyu Zhang, Marius George Linguraru, Y. Thomas Hou, Syed Muhammad Anwar, Wenjing Lou
2025	—	`conf`	Multi-modal Graph-Based Machine Learning for Predicting Surgical Outcome in Epilepsy Patients. MICCAI (12) Artur Arturi Aharonyan, Syeda Abeera Amir, Nunthasiri Wittayanakorn, Marius George Linguraru, Chima Oluigbo, Syed Muhammad Anwar
2025	J	`jnl`	Population-Driven Synthesis of Personalized Cranial Development From Cross-Sectional Pediatric CT Images. IEEE Trans. Biomed. Eng. Jiawei Liu, Fuyong Xing, Connor Elkhill, Marius George Linguraru, Randy C. Miles, Ines A. Cruz-Guerrero, Antonio R. Porras
2025	J	`jnl`	Post-Processing Methods for Improving Accuracy in MRI Inpainting. CoRR Nishad Kulkarni, Krithika Iyer, Austin Tapp, Abhijeet Parida, Daniel Capellán-Martín, Zhifan Jiang, María J. Ledesma-Carbayo, Syed Muhammad Anwar, Marius George Linguraru
2025	—	`conf`	Post-processing Methods for Improving Accuracy in MRI Inpainting. BraTS-Lighthouse/AIMS-TBI@MICCAI (2) Nishad Kulkarni, Krithika Iyer, Austin Tapp, Abhijeet Parida, Daniel Capellán-Martín, Zhifan Jiang, María J. Ledesma-Carbayo, Syed Muhammad Anwar, Marius George Linguraru
2025	J	`jnl`	SelfFed: Self-supervised federated learning for data heterogeneity and label scarcity in medical images. Expert Syst. Appl. Sunder Ali Khowaja, Kapal Dev, Syed Muhammad Anwar, Marius George Linguraru
2025	—	`conf`	Synthesis of Pathological Dual-Channel Color Doppler Echocardiograms for Equitable Diagnosis of Heart Diseases. MICCAI (2) Pooneh Roshanitabrizi, Pengfei Guo, Artur Arturi Aharonyan, Kelsey Brown, Taylor Gloria Broudy, Abhijeet Parida, Austin Tapp, Zhifan Jiang, Alison Tompsett, Joselyn Rwebembera, Emmy Okello, Andrea Z. Beaton, Holger R. Roth, Daguang Xu, Syed Muhammad Anwar, Craig A. Sable, Marius George Linguraru
2024	J	`jnl`	A New Logic For Pediatric Brain Tumor Segmentation. CoRR Max Bengtsson, Elif Keles, Gorkem Durak, Syed Anwar, Yuri S. Velichko, Marius George Linguraru, Angela J. Waanders, Ulas Bagci
2024	J	`jnl`	Adult Glioma Segmentation in Sub-Saharan Africa using Transfer Learning on Stratified Finetuning Data. CoRR Abhijeet Parida, Daniel Capellán-Martín, Zhifan Jiang, Austin Tapp, Xinyang Liu, Syed Muhammad Anwar, María J. Ledesma-Carbayo, Marius George Linguraru
2024	J	`jnl`	Analysis of the BraTS 2023 Intracranial Meningioma Segmentation Challenge. CoRR Dominic LaBella, Ujjwal Baid, Omaditya Khanna, Shan McBurney-Lin, Ryan McLean, Pierre Nedelec, Arif Rashid, Nourel Hoda Tahon, Talissa Altes, Radhika Bhalerao, Yaseen Dhemesh, Devon Godfrey, Fathi Hilal, Scott Floyd, Anastasia Janas, Anahita Fathi Kazerooni, John Kirkpatrick, Collin Kent, Florian Kofler, Kevin Leu, Nazanin Maleki, Bjoern H. Menze, Maxence Pajot, Zachary J. Reitman, Jeffrey D. Rudie, Rachit Saluja, Yury Velichko, Chunhao Wang, Pranav Warman, Maruf Adewole, Jake Albrecht, Udunna Anazodo, Syed Muhammad Anwar, Timothy Bergquist, Sully F. Chen, Verena Chung, Gian Marco Conte, Farouk Dako, James A. Eddy, Ivan Ezhov, Nastaran Khalili, Juan Eugenio Iglesias, Zhifan Jiang, Elaine Johanson, Koen Van Leemput, Hongwei Bran Li, Marius George Linguraru, Xinyang Liu, Aria Mahtabfar, Zeke Meier, Ahmed W. Moawad, John Mongan, Marie Piraud, Russell Takeshi Shinohara, Walter F. Wiggins, Aly H. Abayazeed, Rachel Akinola, András Jakab, Michel Bilello, Maria Correia de Verdier, Priscila Crivellaro, Christos Davatzikos, Keyvan Farahani, John B. Freymann, Christopher Hess, Raymond Y. Huang, Philipp Lohmann, Mana Moassefi, Matthew W. Pease, Philipp Vollmuth, Nico Sollmann, David Diffley, Khanak K. Nandolia, Daniel I. Warren, Ali Hussain, Pascal Fehringer, Yulia Bronstein, Lisa Deptula, Evan G. Stein, Mahsa Taherzadeh, Eduardo Portela de Oliveira, Aoife Haughey, Marinos Kontzialis, Luca Saba, Benjamin Turner, Melanie M. T. Brüßeler, Shehbaz Ansari, Athanasios Gkampenis, David Maximilian Weiss, Aya Mansour, Islam H. Shawali, Nikolay Yordanov, Joel M. Stein, Roula Hourani, Mohammed Yahya Moshebah, Ahmed Magdy Abouelatta, Tanvir Rizvi, Klara Willms, Dann C. Martin, Abdullah Okar
2024	J	`jnl`	BraTS-PEDs: Results of the Multi-Consortium International Pediatric Brain Tumor Segmentation Challenge 2023. CoRR Anahita Fathi Kazerooni, Nastaran Khalili, Xinyang Liu, Debanjan Haldar, Zhifan Jiang, Anna Zapaishchykova, Julija Pavaine, Lubdha M. Shah, Blaise V. Jones, Nakul Sheth, Sanjay P. Prabhu, Aaron S. McAllister, Wenxin Tu, Khanak K. Nandolia, Andres Felipe Rodriguez, Ibraheem Salman Shaikh, Mariana Sanchez-Montano, Hollie Anne Lai, Maruf Adewole, Jake Albrecht, Udunna Anazodo, Hannah Anderson, Syed Muhammed Anwar, Alejandro Aristizabal, Sina Bagheri, Ujjwal Baid, Timothy Bergquist, Austin J. Borja, Evan Calabrese, Verena Chung, Gian Marco Conte, James A. Eddy, Ivan Ezhov, Ariana M. Familiar, Keyvan Farahani, Deep Gandhi, Anurag Gottipati, Shuvanjan Haldar, Juan Eugenio Iglesias, Anastasia Janas, Elaine Elaine, Alexandros Karargyris, Hasan Kassem, Neda Khalili, Florian Kofler, Dominic LaBella, Koen Van Leemput, Hongwei Li, Nazanin Maleki, Zeke Meier, Bjoern H. Menze, Ahmed W. Moawad, Sarthak Pati, Marie Piraud, Tina Poussaint, Zachary J. Reitman, Jeffrey D. Rudie, Rachit Saluja, Micah J. Sheller, Russell Takeshi Shinohara, Karthik Viswanathan, Chunhao Wang, Benedikt Wiestler, Walter F. Wiggins, Christos Davatzikos, Phillip B. Storm, Miriam Bornhorst, Roger J. Packer, Trent Hummel, Peter de Blank, Lindsey Hoffman, Mariam Aboian, Ali Nabavizadeh, Jeffrey B. Ware, Benjamin H. Kann, Brian Rood, Adam C. Resnick, Spyridon Bakas, Arastoo Vossough, Marius George Linguraru
2024	J	`jnl`	Brain Tumor Segmentation (BraTS) Challenge 2024: Meningioma Radiotherapy Planning Automated Segmentation. CoRR Dominic LaBella, Katherine Schumacher, Michael Mix, Kevin Leu, Shan McBurney-Lin, Pierre Nedelec, Javier E. Villanueva-Meyer, Jonathan Shapey, Tom Vercauteren, Kazumi Chia, Omar Al-Salihi, Justin Leu, Lia Halasz, Yury Velichko, Chunhao Wang, John Kirkpatrick, Scott Floyd, Zachary J. Reitman, Trey Mullikin, Ulas Bagci, Sean Sachdev, Jona A. Hattangadi-Gluth, Tyler M. Seibert, Nikdokht Farid, Connor Puett, Matthew W. Pease, Kevin Shiue, Syed Muhammad Anwar, Shahriar Faghani, Muhammad Ammar Haider, Pranav I. Warman, Jake Albrecht, András Jakab, Mana Moassefi, Verena Chung, Alejandro Aristizabal, Alexandros Karargyris, Hasan Kassem, Sarthak Pati, Micah J. Sheller, Christina Huang, Aaron Coley, Siddharth Ghanta, Alex Schneider, Conrad Sharp, Rachit Saluja, Florian Kofler, Philipp Lohmann, Philipp Vollmuth, Louis Gagnon, Maruf Adewole, Hongwei Bran Li, Anahita Fathi Kazerooni, Nourel Hoda Tahon, Udunna Anazodo, Ahmed W. Moawad, Bjoern H. Menze, Marius George Linguraru, Mariam Aboian, Benedikt Wiestler, Ujjwal Baid, Gian Marco Conte, Andreas M. Rauschecker, Ayman Nada, Aly H. Abayazeed, Raymond Y. Huang, Maria Correia de Verdier, Jeffrey D. Rudie, Spyridon Bakas, Evan Calabrese
2024	—	`conf`	D-Rax: Domain-Specific Radiologic Assistant Leveraging Multi-modal Data and eXpert Model Predictions. MedAGI@MICCAI Hareem Nisar, Syed Muhammad Anwar, Zhifan Jiang, Abhijeet Parida, Ramon Sánchez-Jacob, Vishwesh Nath, Holger R. Roth, Marius George Linguraru
2024	J	`jnl`	D-Rax: Domain-specific Radiologic assistant leveraging multi-modal data and eXpert model predictions. CoRR Hareem Nisar, Syed Muhammad Anwar, Zhifan Jiang, Abhijeet Parida, Vishwesh Nath, Holger R. Roth, Marius George Linguraru
2024	—	`conf`	Data Alchemy: Mitigating Cross-Site Model Variability Through Test Time Data Calibration. MLMI@MICCAI (2) Abhijeet Parida, Antònia Alomar, Zhifan Jiang, Pooneh Roshanitabrizi, Austin Tapp, María J. Ledesma-Carbayo, Ziyue Xu, Syed Muhammed Anwar, Marius George Linguraru, Holger R. Roth
2024	J	`jnl`	Data Alchemy: Mitigating Cross-Site Model Variability Through Test Time Data Calibration. CoRR Abhijeet Parida, Antònia Alomar, Zhifan Jiang, Pooneh Roshanitabrizi, Austin Tapp, María J. Ledesma-Carbayo, Ziyue Xu, Syed Muhammed Anwar, Marius George Linguraru, Holger R. Roth
2024	J	`jnl`	DiCoM - Diverse Concept Modeling towards Enhancing Generalizability in Chest X-Ray Studies. CoRR Abhijeet Parida, Daniel Capellán-Martín, Sara Atito, Muhammad Awais, María J. Ledesma-Carbayo, Marius George Linguraru, Syed Muhammad Anwar
2024	—	`conf`	Enhancing Generalizability in Brain Tumor Segmentation: Model Ensemble with Adaptive Post-Processing. ISBI Zhifan Jiang, Daniel Capellán-Martín, Abhijeet Parida, Xinyang Liu, María J. Ledesma-Carbayo, Syed Muhammad Anwar, Marius George Linguraru
2024	J	`jnl`	Harvesting Private Medical Images in Federated Learning Systems with Crafted Models. CoRR Shanghao Shi, Md Shahedul Haque, Abhijeet Parida, Marius George Linguraru, Y. Thomas Hou, Syed Muhammad Anwar, Wenjing Lou
2024	—	`conf`	LF_Deface: An Automated Tool for Defacing Pediatric Brain Low-Field MRI. SIPAIM Rahimeh Rouhi, Jeffrey Tanedo, Austin Tapp, Shreyash Zanjal, Kristy A. Donald, Victoria Nankabirwa, Sadia Parkar, Salman Osmani, Reda Tabassum, Sidra Kaleem Jafri, Sean C. L. Deoni, Marius George Linguraru, Natasha Leporé
2024	—	`conf`	Lung-CADex: Fully Automatic Zero-Shot Detection and Classification of Lung Nodules in Thoracic CT Images. MLMI@MICCAI (1) Furqan Shaukat, Syed Muhammad Anwar, Abhijeet Parida, Van Khanh Lam, Marius George Linguraru, Lubdha M. Shah
2024	J	`jnl`	Lung-CADex: Fully automatic Zero-Shot Detection and Classification of Lung Nodules in Thoracic CT Images. CoRR Furqan Shaukat, Syed Muhammad Anwar, Abhijeet Parida, Van Khanh Lam, Marius George Linguraru, Lubdha M. Shah
2024	—	`conf`	MR to CT Synthesis Using 3d Latent Diffusion. ISBI Austin Tapp, Abhijeet Parida, Can Zhao, Van Lam, Natasha Leporé, Syed Muhammad Anwar, Marius George Linguraru
2024	J	`jnl`	Magnetic Resonance Imaging Feature-Based Subtyping and Model Ensemble for Enhanced Brain Tumor Segmentation. CoRR Zhifan Jiang, Daniel Capellán-Martín, Abhijeet Parida, Austin Tapp, Xinyang Liu, María J. Ledesma-Carbayo, Syed Muhammad Anwar, Marius George Linguraru
2024	—	`ed.`	Medical Image Computing and Computer Assisted Intervention - MICCAI 2024 - 27th International Conference, Marrakesh, Morocco, October 6-10, 2024, Proceedings, Part I MICCAI (1) Marius George Linguraru, Qi Dou, Aasa Feragen, Stamatia Giannarou, Ben Glocker, Karim Lekadir, Julia A. Schnabel
2024	—	`ed.`	Medical Image Computing and Computer Assisted Intervention - MICCAI 2024 - 27th International Conference, Marrakesh, Morocco, October 6-10, 2024, Proceedings, Part II MICCAI (2) Marius George Linguraru, Qi Dou, Aasa Feragen, Stamatia Giannarou, Ben Glocker, Karim Lekadir, Julia A. Schnabel
2024	—	`ed.`	Medical Image Computing and Computer Assisted Intervention - MICCAI 2024 - 27th International Conference, Marrakesh, Morocco, October 6-10, 2024, Proceedings, Part III MICCAI (3) Marius George Linguraru, Qi Dou, Aasa Feragen, Stamatia Giannarou, Ben Glocker, Karim Lekadir, Julia A. Schnabel
2024	—	`ed.`	Medical Image Computing and Computer Assisted Intervention - MICCAI 2024 - 27th International Conference, Marrakesh, Morocco, October 6-10, 2024, Proceedings, Part IV MICCAI (4) Marius George Linguraru, Qi Dou, Aasa Feragen, Stamatia Giannarou, Ben Glocker, Karim Lekadir, Julia A. Schnabel
2024	—	`ed.`	Medical Image Computing and Computer Assisted Intervention - MICCAI 2024 - 27th International Conference, Marrakesh, Morocco, October 6-10, 2024, Proceedings, Part IX MICCAI (9) Marius George Linguraru, Qi Dou, Aasa Feragen, Stamatia Giannarou, Ben Glocker, Karim Lekadir, Julia A. Schnabel
2024	—	`ed.`	Medical Image Computing and Computer Assisted Intervention - MICCAI 2024 - 27th International Conference, Marrakesh, Morocco, October 6-10, 2024, Proceedings, Part V MICCAI (5) Marius George Linguraru, Qi Dou, Aasa Feragen, Stamatia Giannarou, Ben Glocker, Karim Lekadir, Julia A. Schnabel
2024	—	`ed.`	Medical Image Computing and Computer Assisted Intervention - MICCAI 2024 - 27th International Conference, Marrakesh, Morocco, October 6-10, 2024, Proceedings, Part VI MICCAI (6) Marius George Linguraru, Qi Dou, Aasa Feragen, Stamatia Giannarou, Ben Glocker, Karim Lekadir, Julia A. Schnabel
2024	—	`ed.`	Medical Image Computing and Computer Assisted Intervention - MICCAI 2024 - 27th International Conference, Marrakesh, Morocco, October 6-10, 2024, Proceedings, Part VII MICCAI (7) Marius George Linguraru, Qi Dou, Aasa Feragen, Stamatia Giannarou, Ben Glocker, Karim Lekadir, Julia A. Schnabel
2024	—	`ed.`	Medical Image Computing and Computer Assisted Intervention - MICCAI 2024 - 27th International Conference, Marrakesh, Morocco, October 6-10, 2024, Proceedings, Part VIII MICCAI (8) Marius George Linguraru, Qi Dou, Aasa Feragen, Stamatia Giannarou, Ben Glocker, Karim Lekadir, Julia A. Schnabel
2024	—	`ed.`	Medical Image Computing and Computer Assisted Intervention - MICCAI 2024 - 27th International Conference, Marrakesh, Morocco, October 6-10, 2024, Proceedings, Part X MICCAI (10) Marius George Linguraru, Qi Dou, Aasa Feragen, Stamatia Giannarou, Ben Glocker, Karim Lekadir, Julia A. Schnabel
2024	—	`ed.`	Medical Image Computing and Computer Assisted Intervention - MICCAI 2024 - 27th International Conference, Marrakesh, Morocco, October 6-10, 2024, Proceedings, Part XI MICCAI (11) Marius George Linguraru, Qi Dou, Aasa Feragen, Stamatia Giannarou, Ben Glocker, Karim Lekadir, Julia A. Schnabel
2024	—	`ed.`	Medical Image Computing and Computer Assisted Intervention - MICCAI 2024 - 27th International Conference, Marrakesh, Morocco, October 6-10, 2024, Proceedings, Part XII MICCAI (12) Marius George Linguraru, Qi Dou, Aasa Feragen, Stamatia Giannarou, Ben Glocker, Karim Lekadir, Julia A. Schnabel
2024	J	`jnl`	Model Ensemble for Brain Tumor Segmentation in Magnetic Resonance Imaging. CoRR Daniel Capellán-Martín, Zhifan Jiang, Abhijeet Parida, Xinyang Liu, Van Lam, Hareem Nisar, Austin Tapp, Sarah Elsharkawi, María J. Ledesma-Carbayo, Syed Muhammad Anwar, Marius George Linguraru
2024	—	`conf`	Personalized Phenotype Encoding and Prediction of Pathological Head Development from Cross-Sectional Images. SIPAIM Connor Elkhill, Ines A. Cruz-Guerrero, Jiawei Liu, Marius George Linguraru, Allyson Alexander, Brooke French, Antonio R. Porras
2024	—	`conf`	Quality Assurance and Hippocampal Segmentation on Low-Field Pediatric Magnetic Resonance Images. LISA@MICCAI Austin Tapp, Rahimeh Rouhi, Jeffrey Tanedo, Shreyash Zanjal, Sean C. L. Deoni, Marius George Linguraru, Natasha Leporé
2024	—	`conf`	Quantitative Metrics for Benchmarking Medical Image Harmonization. ISBI Abhijeet Parida, Zhifan Jiang, Roger J. Packer, Robert A. Avery, Syed Muhammad Anwar, Marius George Linguraru
2024	J	`jnl`	Quantitative Metrics for Benchmarking Medical Image Harmonization. CoRR Abhijeet Parida, Zhifan Jiang, Roger J. Packer, Robert A. Avery, Syed Muhammad Anwar, Marius George Linguraru
2024	B	`conf`	SS-CXR: Self-Supervised Pretraining Using Chest X-Rays Towards A Domain Specific Foundation Model. ICIP Syed Muhammad Anwar, Abhijeet Parida, Sara Atito, Muhammad Awais, Gustavo Nino, Josef Kittler, Marius George Linguraru
2024	—	`conf`	Super-Field MRI Synthesis for Infant Brains Enhanced by Dual Channel Latent Diffusion. MICCAI (3) Austin Tapp, Can Zhao, Holger R. Roth, Jeffrey Tanedo, Syed Muhammad Anwar, Niall J. Bourke, Joseph V. Hajnal, Victoria Nankabirwa, Sean C. L. Deoni, Natasha Leporé, Marius George Linguraru
2024	J	`jnl`	The 2024 Brain Tumor Segmentation (BraTS) Challenge: Glioma Segmentation on Post-treatment MRI. CoRR Maria Correia de Verdier, Rachit Saluja, Louis Gagnon, Dominic LaBella, Ujjwal Baid, Nourel Hoda Tahon, Martha Foltyn-Dumitru, Jikai Zhang, Maram Alafif, Saif Baig, Ken Chang, Gennaro D'Anna, Lisa Deptula, Diviya Gupta, Muhammad Ammar Haider, Ali Hussain, Michael Iv, Marinos Kontzialis, Paul Manning, Farzan Moodi, Teresa Nunes, Aaron Simon, Nico Sollmann, David Vu, Maruf Adewole, Jake Albrecht, Udunna Anazodo, Rongrong Chai, Verena Chung, Shahriar Faghani, Keyvan Farahani, Anahita Fathi Kazerooni, Juan Eugenio Iglesias, Florian Kofler, Hongwei Li, Marius George Linguraru, Bjoern H. Menze, Ahmed W. Moawad, Yury Velichko, Benedikt Wiestler, Talissa Altes, Patil Basavasagar, Martin Bendszus, Gianluca Brugnara, Jaeyoung Cho, Yaseen Dhemesh, Brandon K. K. Fields, Filip Garrett, Jaime Gass, Lubomir M. Hadjiiski, Jona A. Hattangadi-Gluth, Christopher Hess, Jessica L. Houk, Edvin Isufi, Lester J. Layfield, George Mastorakos, John Mongan, Pierre Nedelec, Uyen Nguyen, Sebastian Oliva, Matthew W. Pease, Aditya Rastogi, Jason Sinclair, Robert X. Smith, Leo P. Sugrue, Jonathan Thacker, Igor Vidic, Javier E. Villanueva-Meyer, Nathan S. White, Mariam Aboian, Gian Marco Conte, Anders M. Dale, Mert R. Sabuncu, Tyler M. Seibert, Brent Weinberg, Aly H. Abayazeed, Raymond Y. Huang, Sevcan Turk, Andreas M. Rauschecker, Nikdokht Farid, Philipp Vollmuth, Ayman Nada, Spyridon Bakas, Evan Calabrese, Jeffrey D. Rudie
2024	J	`jnl`	The Brain Tumor Segmentation in Pediatrics (BraTS-PEDs) Challenge: Focus on Pediatrics (CBTN-CONNECT-DIPGR-ASNR-MICCAI BraTS-PEDs). CoRR Anahita Fathi Kazerooni, Nastaran Khalili, Deep Gandhi, Xinyang Liu, Zhifan Jiang, Syed Muhammed Anwar, Jake Albrecht, Maruf Adewole, Udunna Anazodo, Hannah Anderson, Sina Bagheri, Ujjwal Baid, Timothy Bergquist, Austin J. Borja, Evan Calabrese, Verena Chung, Gian Marco Conte, Farouk Dako, James A. Eddy, Ivan Ezhov, Ariana Familiar, Keyvan Farahani, Anurag Gottipati, Debanjan Haldar, Shuvanjan Haldar, Juan Eugenio Iglesias, Anastasia Janas, Elaine Johansen, Blaise V. Jones, Neda Khalili, Florian Kofler, Dominic LaBella, Hollie Anne Lai, Koen Van Leemput, Hongwei Bran Li, Nazanin Maleki, Aaron S. McAllister, Zeke Meier, Bjoern H. Menze, Ahmed W. Moawad, Khanak K. Nandolia, Julija Pavaine, Marie Piraud, Tina Poussaint, Sanjay P. Prabhu, Zachary Reitman, Andres Felipe Rodriguez, Jeffrey D. Rudie, Mariana Sanchez-Montano, Ibraheem Salman Shaikh, Lubdha M. Shah, Nakul Sheth, Russel Taki Shinohara, Wenxin Tu, Karthik Viswanathan, Chunhao Wang, Jeffrey B. Ware, Benedikt Wiestler, Walter I. Wiggins, Anna Zapaishchykova, Mariam Aboian, Miriam Bornhorst, Peter de Blank, Michelle Deutsch, Maryam Fouladi, Lindsey Hoffman, Benjamin H. Kann, Margot Lazow, Leonie Mikael, Ali Nabavizadeh, Roger J. Packer, Spyridon Bakas, Adam C. Resnick, Brian Rood, Arastoo Vossough, Marius George Linguraru
2024	—	`conf`	Tiny Lungs, Big Challenges: Pediatric and Premature Lung Segmentation using Deep Learning. SIPAIM Hareem Nisar, Abhijeet Parida, Syed Muhammad Anwar, Gustavo Nino, Maria C. Rujana, Marius George Linguraru
2024	—	`conf`	Uncertainty-Driven Rheumatic Heart Disease Detection through Active Learning. ISBI Pooneh Roshanitabrizi, Vishwesh Nath, Kelsey Brown, Alison Tompsett, Joselyn Rwebembera, Emmy Okello, Andrea Z. Beaton, Holger R. Roth, Craig A. Sable, Marius George Linguraru
2024	—	`conf`	Zero-Shot Pediatric Tuberculosis Detection in Chest X-Rays Using Self-Supervised Learning. ISBI Daniel Capellán-Martín, Abhijeet Parida, Juan J. Gómez-Valverde, Ramon Sánchez-Jacob, Pooneh Roshanitabrizi, Marius George Linguraru, María J. Ledesma-Carbayo, Syed Muhammad Anwar
2024	J	`jnl`	Zero-Shot Pediatric Tuberculosis Detection in Chest X-Rays using Self-Supervised Learning. CoRR Daniel Capellán-Martín, Abhijeet Parida, Juan J. Gómez-Valverde, Ramon Sánchez-Jacob, Pooneh Roshanitabrizi, Marius George Linguraru, María J. Ledesma-Carbayo, Syed Muhammad Anwar
2023	J	`jnl`	A multi-institutional pediatric dataset of clinical radiology MRIs by the Children's Brain Tumor Network. CoRR Ariana M. Familiar, Anahita Fathi Kazerooni, Hannah Anderson, Aliaksandr Lubneuski, Karthik Viswanathan, Rocky Breslow, Nastaran Khalili, Sina Bagheri, Debanjan Haldar, Meen Chul Kim, Sherjeel Arif, Rachel Madhogarhia, Thinh Q. Nguyen, Elizabeth A. Frenkel, Zeinab Helili, Jessica Harrison, Keyvan Farahani, Marius George Linguraru, Ulas Bagci, Yury Velichko, Jeffrey Stevens, Sarah E. S. Leary, Robert M. Lober, Stephani Campion, Amy A. Smith, Denise Morinigo, Brian Rood, Kimberly Diamond, Ian F. Pollack, Melissa Williams, Arastoo Vossough, Jeffrey B. Ware, Sabine Müller, Phillip B. Storm, Allison P. Heath, Angela J. Waanders, Jena V. Lilly, Jennifer L. Mason, Adam C. Resnick, Ali Nabavizadeh
2023	J	`jnl`	Accelerating artificial intelligence: How federated learning can protect privacy, facilitate collaboration, and improve outcomes. Health Informatics J. Malhar Patel, Ittai Dayan, Elliot K. Fishman, Mona Flores, Fiona J. Gilbert, Michal Guindy, Eugene J. Koay, Michael Rosenthal, Holger R. Roth, Marius George Linguraru
2023	—	`conf`	Analysis of Mitral Regurgitation Jet for Rheumatic Heart Disease Detection in Doppler Echocardiography. ISBI Pooneh Roshanitabrizi, Kelsey Brown, Alison Tompsett, Athelia Rosa Paulli, Joselyn Rwebembera, Emmy Okello, Liesl Zühlke, Mariana Mirabel, Maria Carmo Pereira Nunes, Andrea Z. Beaton, Craig Sable, Marius George Linguraru
2023	—	`conf`	Automated Segmentation of the Hippocampus in Pediatric Imaging. SIPAIM Rahimeh Rouhi, Jeffrey Tanedo, Iris Miao Wei, Malia Valder, Shreyash Zanjal, Niharika Gajawelli, Marvin D. Nelson, Sean C. L. Deoni, Yalin Wang, Marius George Linguraru, Natasha Leporé
2023	—	`conf`	Automatic Segmentation of Rare Pediatric Brain Tumors Using Knowledge Transfer From Adult Data. ISBI Xinyang Liu, Erin R. Bonner, Zhifan Jiang, Holger R. Roth, Syed Muhammad Anwar, Roger J. Packer, Miriam Bornhorst, Marius George Linguraru
2023	—	`conf`	Automatic Visual Acuity Loss Prediction in Children with Optic Pathway Gliomas using Magnetic Resonance Imaging. EMBC Zhifan Jiang, Abhijeet Parida, Syed Muhammad Anwar, Yucheng Tang, Holger R. Roth, Michael J. Fisher, Roger J. Packer, Robert A. Avery, Marius George Linguraru
2023	J	`jnl`	BabyNet: Reconstructing 3D faces of babies from uncalibrated photographs. Pattern Recognit. Araceli Morales, Antònia Alomar, Antonio R. Porras, Marius George Linguraru, Gemma Piella, Federico M. Sukno
2023	—	`ed.`	Clinical Image-Based Procedures - 11th Workshop, CLIP 2022, Held in Conjunction with MICCAI 2022, Singapore, September 18, 2022, Proceedings CLIP@MICCAI Yufei Chen, Marius George Linguraru, Raj Shekhar, Stefan Wesarg, Marius Erdt, Klaus Drechsler, Cristina Oyarzun Laura
2023	—	`conf`	Epileptic Seizure Classification using Multidimensional EEG Spectrograms. SIPAIM John Mutersbaugh, Van Lam, Marius George Linguraru, Syed Muhammad Anwar
2023	—	`conf`	From adult to pediatric: deep learning-based automatic segmentation of rare pediatric brain tumors. Computer-Aided Diagnosis Xinyang Liu, Erin R. Bonner, Zhifan Jiang, Holger R. Roth, Roger J. Packer, Miriam Bornhorst, Marius George Linguraru
2023	J	`jnl`	Geometric learning and statistical modeling for surgical outcomes evaluation in craniosynostosis using 3D photogrammetry. Comput. Methods Programs Biomed. Connor Elkhill, Jiawei Liu, Marius George Linguraru, Scott LeBeau, David Khechoyan, Brooke French, Antonio R. Porras
2023	J	`jnl`	Harmonization Across Imaging Locations(HAIL): One-Shot Learning for Brain MRI. CoRR Abhijeet Parida, Zhifan Jiang, Syed Muhammad Anwar, Nicholas Foreman, Nicholas Stence, Michael J. Fisher, Roger J. Packer, Robert A. Avery, Marius George Linguraru
2023	J	`jnl`	Joint Cranial Bone Labeling and Landmark Detection in Pediatric CT Images Using Context Encoding. IEEE Trans. Medical Imaging Jiawei Liu, Fuyong Xing, Abbas Shaikh, Brooke French, Marius George Linguraru, Antonio R. Porras
2023	—	`ed.`	Medical Image Learning with Limited and Noisy Data - Second International Workshop, MILLanD 2023, Held in Conjunction with MICCAI 2023, Vancouver, BC, Canada, October 8, 2023, Proceedings MILLanD@MICCAI Zhiyun Xue, Sameer K. Antani, Ghada Zamzmi, Feng Yang, Sivaramakrishnan Rajaraman, Sharon Xiaolei Huang, Marius George Linguraru, Zhaohui Liang
2023	—	`conf`	Model Ensemble for Brain Tumor Segmentation in Magnetic Resonance Imaging. BraTS/CrossMoDA@MICCAI Daniel Capellán-Martín, Zhifan Jiang, Abhijeet Parida, Xinyang Liu, Van Lam, Hareem Nisar, Austin Tapp, Sarah Elsharkawi, María J. Ledesma-Carbayo, Syed Muhammad Anwar, Marius George Linguraru
2023	J	`jnl`	SelfFed: Self-supervised Federated Learning for Data Heterogeneity and Label Scarcity in IoMT. CoRR Sunder Ali Khowaja, Kapal Dev, Syed Muhammad Anwar, Marius George Linguraru
2023	J	`jnl`	The ASNR-MICCAI Brain Tumor Segmentation (BraTS) Challenge 2023: Intracranial Meningioma. CoRR Dominic LaBella, Maruf Adewole, Michelle Alonso-Basanta, Talissa Altes, Syed Muhammad Anwar, Ujjwal Baid, Timothy Bergquist, Radhika Bhalerao, Sully F. Chen, Verena Chung, Gian Marco Conte, Farouk Dako, James A. Eddy, Ivan Ezhov, Devon Godfrey, Fathi Hilal, Ariana Familiar, Keyvan Farahani, Juan Eugenio Iglesias, Zhifan Jiang, Elaine Johanson, Anahita Fathi Kazerooni, Collin Kent, John Kirkpatrick, Florian Kofler, Koen Van Leemput, Hongwei Bran Li, Xinyang Liu, Aria Mahtabfar, Shan McBurney-Lin, Ryan McLean, Zeke Meier, Ahmed W. Moawad, John Mongan, Pierre Nedelec, Maxence Pajot, Marie Piraud, Arif Rashid, Zachary Reitman, Russell Takeshi Shinohara, Yury Velichko, Chunhao Wang, Pranav I. Warman, Walter I. Wiggins, Mariam Aboian, Jake Albrecht, Udunna Anazodo, Spyridon Bakas, Adam E. Flanders, Anastasia Janas, Goldey Khanna, Marius George Linguraru, Bjoern H. Menze, Ayman Nada, Andreas M. Rauschecker, Jeffrey D. Rudie, Nourel Hoda Tahon, Javier E. Villanueva-Meyer, Benedikt Wiestler, Evan Calabrese
2023	J	`jnl`	The Brain Tumor Segmentation (BraTS) Challenge 2023: Brain MR Image Synthesis for Tumor Segmentation (BraSyn). CoRR Hongwei Bran Li, Gian Marco Conte, Syed Muhammad Anwar, Florian Kofler, Koen Van Leemput, Marie Piraud, Ivan Ezhov, Felix Meissen, Maruf Adewole, Anastasia Janas, Anahita Fathi Kazerooni, Dominic LaBella, Ahmed W. Moawad, Keyvan Farahani, James A. Eddy, Timothy Bergquist, Verena Chung, Russell Takeshi Shinohara, Farouk Dako, Walter I. Wiggins, Zachary Reitman, Chunhao Wang, Xinyang Liu, Zhifan Jiang, Ariana Familiar, Elaine Johanson, Zeke Meier, Christos Davatzikos, John B. Freymann, Justin S. Kirby, Michel Bilello, Hassan M. Fathallah-Shaykh, Roland Wiest, Jan Kirschke, Rivka R. Colen, Aikaterini Kotrotsou, Pamela LaMontagne, Daniel S. Marcus, Mikhail Milchenko, Arash Nazeri, Marc-André Weber, Abhishek Mahajan, Suyash Mohan, John Mongan, Christopher Hess, Soonmee Cha, Javier E. Villanueva-Meyer, Errol Colak, Priscila Crivellaro, András Jakab, Jake Albrecht, Udunna Anazodo, Mariam Aboian, Thomas Yu, Ujjwal Baid, Spyridon Bakas, Marius George Linguraru, Bjoern H. Menze, Juan Eugenio Iglesias, Benedikt Wiestler
2023	J	`jnl`	The Brain Tumor Segmentation (BraTS) Challenge 2023: Focus on Pediatrics (CBTN-CONNECT-DIPGR-ASNR-MICCAI BraTS-PEDs). CoRR Anahita Fathi Kazerooni, Nastaran Khalili, Xinyang Liu, Debanjan Haldar, Zhifan Jiang, Syed Muhammad Anwar, Jake Albrecht, Maruf Adewole, Udunna Anazodo, Hannah Anderson, Sina Bagheri, Ujjwal Baid, Timothy Bergquist, Evan Calabrese, Verena Chung, Gian Marco Conte, Farouk Dako, James A. Eddy, Ivan Ezhov, Ariana Familiar, Keyvan Farahani, Shuvanjan Haldar, Juan Eugenio Iglesias, Anastasia Janas, Elaine Johanson, Florian Kofler, Dominic LaBella, Koen Van Leemput, Hongwei Bran Li, Nazanin Maleki, Zeke Meier, Bjoern H. Menze, Ahmed W. Moawad, Marie Piraud, Tina Poussaint, Zachary Reitman, Jeffrey D. Rudie, Ibraheem Salman Shaikh, Russell Taki Shinohara, Wenxin Tu, Karthik Viswanathan, Chunhao Wang, Jeffrey B. Ware, Benedikt Wiestler, Walter I. Wiggins, Anna Zapaishchykova, Mariam Aboian, Miriam Bornhorst, Peter de Blank, Michelle Deutsch, Maryam Fouladi, Lindsey Hoffman, Benjamin H. Kann, Margot Lazow, Leonie Mikael, Ali Nabavizadeh, Roger J. Packer, Adam C. Resnick, Brian Rood, Arastoo Vossough, Spyridon Bakas, Marius George Linguraru
2023	J	`jnl`	The Brain Tumor Segmentation (BraTS) Challenge 2023: Glioma Segmentation in Sub-Saharan Africa Patient Population (BraTS-Africa). CoRR Maruf Adewole, Jeffrey D. Rudie, Anu Gbadamosi, Oluyemisi Toyobo, Raymond Confidence, Dong Zhang, Olubukola Omidiji, Rachel Akinola, Mohammad Abba Suwaid, Adaobi Emegoakor, Nancy Ojo, Kenneth Aguh, Chinasa Kalaiwo, Gabriel Babatunde, Afolabi Ogunleye, Yewande Gbadamosi, Kator Iorpagher, Evan Calabrese, Mariam Aboian, Marius George Linguraru, Jake Albrecht, Benedikt Wiestler, Florian Kofler, Anastasia Janas, Dominic LaBella, Anahita Fathi Kazerooni, Hongwei Bran Li, Juan Eugenio Iglesias, Keyvan Farahani, James A. Eddy, Timothy Bergquist, Verena Chung, Russell Takeshi Shinohara, Walter I. Wiggins, Zachary Reitman, Chunhao Wang, Xinyang Liu, Zhifan Jiang, Ariana Familiar, Koen Van Leemput, Christina Bukas, Marie Piraud, Gian Marco Conte, Elaine Johanson, Zeke Meier, Bjoern H. Menze, Ujjwal Baid, Spyridon Bakas, Farouk Dako, Abiodun Fatade, Udunna Anazodo
2023	—	`conf`	Upper Limb Movement Execution Classification using Electroencephalography for Brain Computer Interface. EMBC Saadat Ullah Khan, Muhammad Majid, Marius George Linguraru, Syed Muhammad Anwar
2022	J	`jnl`	BabyNet: Reconstructing 3D faces of babies from uncalibrated photographs. CoRR Araceli Morales, Antonio R. Porras, Marius George Linguraru, Gemma Piella, Federico M. Sukno
2022	—	`conf`	Ensembled Prediction of Rheumatic Heart Disease from Ungated Doppler Echocardiography Acquired in Low-Resource Settings. MICCAI (1) Pooneh R. Tabrizi, Holger R. Roth, Alison Tompsett, Athelia Rosa Paulli, Kelsey Brown, Joselyn Rwebembera, Emmy Okello, Andrea Z. Beaton, Craig Sable, Marius George Linguraru
2022	—	`conf`	Learning with Context Encoding for Single-Stage Cranial Bone Labeling and Landmark Localization. MICCAI (8) Jiawei Liu, Fuyong Xing, Abbas Shaikh, Marius George Linguraru, Antonio R. Porras
2022	—	`ed.`	Medical Image Learning with Limited and Noisy Data - First International Workshop, MILLanD 2022, Held in Conjunction with MICCAI 2022, Singapore, September 22, 2022, Proceedings MILLanD@MICCAI Ghada Zamzmi, Sameer K. Antani, Ulas Bagci, Marius George Linguraru, Sivaramakrishnan Rajaraman, Zhiyun Xue
2022	J	`jnl`	Predictive Statistical Model of Early Cranial Development. IEEE Trans. Biomed. Eng. Antonio R. Porras, Robert F. Keating, Janice S. Lee, Marius George Linguraru
2022	J	`jnl`	Rapid artificial intelligence solutions in a pandemic - The COVID-19-20 Lung CT Lesion Segmentation Challenge. Medical Image Anal. Holger R. Roth, Ziyue Xu, Carlos Tor-Díez, Ramon Sánchez-Jacob, Jonathan Zember, Jose Molto, Wenqi Li, Sheng Xu, Baris Turkbey, Evrim Turkbey, Dong Yang, Ahmed Harouni, Nicola Rieke, Shishuai Hu, Fabian Isensee, Claire Tang, Qinji Yu, Jan Sölter, Tong Zheng, Vitali Liauchuk, Ziqi Zhou, Jan Hendrik Moltz, Bruno Oliveira, Yong Xia, Klaus H. Maier-Hein, Qikai Li, Andreas Husch, Luyang Zhang, Vassili Kovalev, Li Kang, Alessa Hering, João L. Vilaça, Mona Flores, Daguang Xu, Bradford J. Wood, Marius George Linguraru
2022	J	`jnl`	Reconstruction of the fetus face from three-dimensional ultrasound using a newborn face statistical shape model. Comput. Methods Programs Biomed. Antònia Alomar, Araceli Morales, Kilian Vellvé, Antonio R. Porras, Fátima Crispi, Marius George Linguraru, Gemma Piella, Federico Sukno
2022	J	`jnl`	SS-CXR: Multitask Representation Learning using Self Supervised Pre-training from Chest X-Rays. CoRR Syed Muhammad Anwar, Abhijeet Parida, Sara Atito, Muhammad Awais, Gustavo Nino, Josef Kittler, Marius George Linguraru
2021	—	`conf`	3D Fetal Face Reconstruction from Ultrasound Imaging. VISIGRAPP (4: VISAPP) Antònia Alomar, Araceli Morales, Kilian Vellvé, Antonio R. Porras, Fátima Crispi, Marius George Linguraru, Gemma Piella, Federico Sukno
2021	—	`conf`	Brain Tumor Segmentation in Multi-parametric Magnetic Resonance Imaging Using Model Ensembling and Super-resolution. BrainLes@MICCAI (2) Zhifan Jiang, Can Zhao, Xinyang Liu, Marius George Linguraru
2021	—	`ed.`	Clinical Image-Based Procedures, Distributed and Collaborative Learning, Artificial Intelligence for Combating COVID-19 and Secure and Privacy-Preserving Machine Learning - 10th Workshop, CLIP 2021, Second Workshop, DCL 2021, First Workshop, LL-COVID19 2021, and First Workshop and Tutorial, PPML 2021, Held in Conjunction with MICCAI 2021, Strasbourg, France, September 27 and October 1, 2021, Proceedings CLIP/DCL/LL-COVID19/PPML@MICCAI Cristina Oyarzun Laura, M. Jorge Cardoso, Michal Rosen-Zvi, Georgios Kaissis, Marius George Linguraru, Raj Shekhar, Stefan Wesarg, Marius Erdt, Klaus Drechsler, Yufei Chen, Shadi Albarqouni, Spyridon Bakas, Bennett A. Landman, Nicola Rieke, Holger Roth, Xiaoxiao Li, Daguang Xu, Maria Gabrani, Ender Konukoglu, Michal Guindy, Daniel Rueckert, Alexander Ziller, Dmitrii Usynin, Jonathan Passerat-Palmbach
2021	—	`conf`	Pediatric Hydronephrosis Severity Assessment Using Convolutional Neural Networks With Standardized Ultrasound Images. ISBI Pooneh R. Tabrizi, Jonathan Zember, Bruce Michael Sprague, Steven Hoefer, Ramon Sánchez-Jacob, James Jago, Dorothy Bulas, Hans G. Pohl, Marius George Linguraru
2021	—	`conf`	Photographic cranial shape analysis using deep learning. Computer-Aided Diagnosis Mohammad Ali Yektaie, Zahra Ghasemi, S. Hossein Hezaveh, Fereshteh Aalamifar, Reza Seifabadi, Marius George Linguraru
2021	—	`conf`	Standardized Analysis of Kidney Ultrasound Images for the Prediction of Pediatric Hydronephrosis Severity. MLMI@MICCAI Pooneh R. Tabrizi, Jonathan Zember, Bruce Michael Sprague, Steven Hoefer, Ramon Sánchez-Jacob, James Jago, Dorothy Bulas, Hans G. Pohl, Marius George Linguraru
2021	J	`jnl`	Three-dimensional photography for intraoperative morphometric analysis in metopic craniosynostosis surgery. Int. J. Comput. Assist. Radiol. Surg. David García-Mato, Mónica García-Sevilla, Antonio R. Porras, Santiago Ochandiano, Juan V. Darriba-Allés, Roberto García-Leal, José I. Salmerón, Marius George Linguraru, Javier Pascau
2020	J	`jnl`	A Generic Approach to Lung Field Segmentation From Chest Radiographs Using Deep Space and Shape Learning. IEEE Trans. Biomed. Eng. Awais Mansoor, Juan J. Cerrolaza, Geovanny F. Perez, Elijah Biggs, Kazunori Okada, Gustavo Nino, Marius George Linguraru
2020	—	`ed.`	Multimodal Learning for Clinical Decision Support and Clinical Image-Based Procedures - 10th International Workshop, ML-CDS 2020, and 9th International Workshop, CLIP 2020, Held in Conjunction with MICCAI 2020, Lima, Peru, October 4-8, 2020, Proceedings ML-CDS/CLIP@MICCAI Tanveer F. Syeda-Mahmood, Klaus Drechsler, Hayit Greenspan, Anant Madabhushi, Alexandros Karargyris, Marius George Linguraru, Cristina Oyarzun Laura, Raj Shekhar, Stefan Wesarg, Miguel Ángel González Ballester, Marius Erdt
2020	B	`conf`	Spectral Correspondence Framework for Building a 3D Baby Face Model. FG Araceli Morales, Antonio R. Porras, Liyun Tu, Marius George Linguraru, Gemma Piella, Federico M. Sukno
2020	J	`jnl`	Ultrasound-Based Phenotyping of Lateral Ventricles to Predict Hydrocephalus Outcome in Premature Neonates. IEEE Trans. Biomed. Eng. Pooneh R. Tabrizi, Awais Mansoor, Rawad Obeid, Juan J. Cerrolaza, Daniel A. Perez, Jonathan Zember, Anna A. Penn, Marius George Linguraru
2020	—	`conf`	Unsupervised MRI Homogenization: Application to Pediatric Anterior Visual Pathway Segmentation. MLMI@MICCAI Carlos Tor-Díez, Antonio Reyes Porras, Roger J. Packer, Robert A. Avery, Marius George Linguraru
2019	—	`ed.`	Adolescent Brain Cognitive Development Neurocognitive Prediction - First Challenge, ABCD-NP 2019, Held in Conjunction with MICCAI 2019, Shenzhen, China, October 13, 2019, Proceedings ABCD-NP@MICCAI Kilian M. Pohl, Wesley K. Thompson, Ehsan Adeli, Marius George Linguraru
2019	—	`conf`	Automatic Segmentation of The Renal Collecting System in 3D Pediatric Ultrasound to Assess the Severity of Hydronephrosis. ISBI Pooneh R. Tabrizi, Awais Mansoor, Juan J. Cerrolaza, Jonathan Zember, Hans G. Pohl, James Jago, Marius George Linguraru
2019	—	`conf`	Communal Domain Learning for Registration in Drifted Image Spaces. MLMI@MICCAI Awais Mansoor, Marius George Linguraru
2019	J	`jnl`	Communal Domain Learning for Registration in Drifted Image Spaces. CoRR Awais Mansoor, Marius George Linguraru
2019	J	`jnl`	Computational anatomy for multi-organ analysis in medical imaging: A review. Medical Image Anal. Juan J. Cerrolaza, Mirella López Picazo, Ludovic Humbert, Yoshinobu Sato, Daniel Rueckert, Miguel Ángel González Ballester, Marius George Linguraru
2019	—	`conf`	Cranial localization in 2D cranial ultrasound images using deep neural networks. Computer-Aided Diagnosis Pooneh R. Tabrizi, Awais Mansoor, Rawad Obeid, Anna A. Penn, Marius George Linguraru
2019	J	`jnl`	Liver segmentation from low-radiation-dose pediatric computed tomography using patient-specific, statistical modeling. Int. J. Comput. Assist. Radiol. Surg. Koyo Nakayama, Atsushi Saito, Elijah Biggs, Marius George Linguraru, Akinobu Shimizu
2019	—	`conf`	Quantitative evaluation of local head malformations from 3 dimensional photography: application to craniosynostosis. Computer-Aided Diagnosis Liyun Tu, Antonio R. Porras, Albert Oh, Natasha Leporé, Graham C. Buck, Deki Tsering, Andinet Enquobahrie, Robert T. Keating, Gary F. Rogers, Marius George Linguraru
2019	—	`conf`	Region Proposal Networks with Contextual Selective Attention for Real-Time Organ Detection. ISBI Awais Mansoor, Antonio R. Porras, Marius George Linguraru
2019	—	`conf`	Three-Dimensional Face Reconstruction from Uncalibrated Photographs: Application to Early Detection of Genetic Syndromes. UNSURE/CLIP@MICCAI Liyun Tu, Antonio R. Porras, Araceli Morales, Daniel A. Perez, Gemma Piella, Federico Sukno, Marius George Linguraru
2019	—	`ed.`	Uncertainty for Safe Utilization of Machine Learning in Medical Imaging and Clinical Image-Based Procedures - First International Workshop, UNSURE 2019, and 8th International Workshop, CLIP 2019, Held in Conjunction with MICCAI 2019, Shenzhen, China, October 17, 2019, Proceedings UNSURE/CLIP@MICCAI Hayit Greenspan, Ryutaro Tanno, Marius Erdt, Tal Arbel, Christian F. Baumgartner, Adrian V. Dalca, Carole H. Sudre, William M. Wells III, Klaus Drechsler, Marius George Linguraru, Cristina Oyarzun Laura, Raj Shekhar, Stefan Wesarg, Miguel Ángel González Ballester
2018	J	`jnl`	A Generic Approach to Lung Field Segmentation from Chest Radiographs using Deep Space and Shape Learning. CoRR Awais Mansoor, Juan J. Cerrolaza, Geovanny F. Perez, Elijah Biggs, Kazunori Okada, Gustavo Nino, Marius George Linguraru
2018	—	`conf`	Adversarial approach to diagnostic quality volumetric image enhancement. ISBI Awais Mansoor, Teerit Vongkovit, Marius George Linguraru
2018	—	`conf`	Analysis of 3D Facial Dysmorphology in Genetic Syndromes from Unconstrained 2D Photographs. MICCAI (1) Liyun Tu, Antonio R. Porras, Alec Boyle, Marius George Linguraru
2018	—	`conf`	Automatic Segmentation of Neonatal Ventricles from Cranial Ultrasound for Prediction of Intraventricular Hemorrhage Outcome. EMBC Pooneh R. Tabrizi, Rawad Obeid, Juan J. Cerrolaza, Anna A. Penn, Awais Mansoor, Marius George Linguraru
2018	—	`conf`	Automatic detection of kidney in 3D pediatric ultrasound images using deep neural networks. Computer-Aided Diagnosis Pooneh R. Tabrizi, Awais Mansoor, Elijah Biggs, James Jago, Marius George Linguraru
2018	—	`conf`	Automatic kidney segmentation in 3D pediatric ultrasound images using deep neural networks and weighted fuzzy active shape model. ISBI Pooneh R. Tabrizi, Awais Mansoor, Juan J. Cerrolaza, James Jago, Marius George Linguraru
2018	J	`jnl`	Computational Anatomy for Multi-Organ Analysis in Medical Imaging: A Review. CoRR Juan J. Cerrolaza, Mirella López Picazo, Ludovic Humbert, Yoshinobu Sato, Daniel Rueckert, Miguel Ángel González Ballester, Marius George Linguraru
2018	—	`conf`	Construction of a Spatiotemporal Statistical Shape Model of Pediatric Liver from Cross-Sectional Data. MICCAI (2) Atsushi Saito, Koyo Nakayama, Antonio R. Porras, Awais Mansoor, Elijah Biggs, Marius George Linguraru, Akinobu Shimizu
2018	J	`jnl`	Locally Affine Diffeomorphic Surface Registration and Its Application to Surgical Planning of Fronto-Orbital Advancement. IEEE Trans. Medical Imaging Antonio R. Porras, Beatriz Paniagua, Scott Ensel, Robert T. Keating, Gary F. Rogers, Andinet Enquobahrie, Marius George Linguraru
2018	—	`ed.`	OR 2.0 Context-Aware Operating Theaters, Computer Assisted Robotic Endoscopy, Clinical Image-Based Procedures, - and - Skin Image Analysis - First International Workshop, OR 2.0 2018, 5th International Workshop, CARE 2018, 7th International Workshop, CLIP 2018, Third International Workshop, ISIC 2018, Held in Conjunction with MICCAI 2018, Granada, Spain, September 16 and 20, 2018, Proceedings OR 2.0/CARE/CLIP/ISIC@MICCAI Danail Stoyanov, Zeike Taylor, Duygu Sarikaya, A. Jonathan McLeod, Miguel Ángel González Ballester, Noel C. F. Codella, Anne L. Martel, Lena Maier-Hein, Anand Malpani, Marco A. Zenati, Sandrine de Ribaupierre, Xióngbiao Luó, Toby Collins, Tobias Reichl, Klaus Drechsler, Marius Erdt, Marius George Linguraru, Cristina Oyarzun Laura, Raj Shekhar, Stefan Wesarg, M. Emre Celebi, Kristin J. Dana, Allan Halpern
2018	—	`conf`	Osteotomy planner: an open-source tool for osteotomy simulation. Image-Guided Procedures Samantha Horvath, Beatriz Paniagua, Johan Andruejol, Antonio R. Porras, Marius George Linguraru, Andinet Enquobahrie
2018	—	`conf`	Radiation-free quantification of head malformations in craniosynostosis patients from 3D photography. Computer-Aided Diagnosis Liyun Tu, Antonio R. Porras, Albert Oh, Natasha Leporé, Manuel Mastromanolis, Deki Tsering, Beatriz Paniagua, Andinet Enquobahrie, Robert T. Keating, Gary F. Rogers, Marius George Linguraru
2018	J	`jnl`	Region Proposal Networks with Contextual Selective Attention for Real-Time Organ Detection. CoRR Awais Mansoor, Antonio R. Porras, Marius George Linguraru
2017	—	`ed.`	Computer Assisted and Robotic Endoscopy and Clinical Image-Based Procedures - 4th International Workshop, CARE 2017, and 6th International Workshop, CLIP 2017, Held in Conjunction with MICCAI 2017, Québec City, QC, Canada, September 14, 2017, Proceedings CARE/CLIP@MICCAI M. Jorge Cardoso, Tal Arbel, Xiongbiao Luo, Stefan Wesarg, Tobias Reichl, Miguel Ángel González Ballester, A. Jonathan McLeod, Klaus Drechsler, Terry M. Peters, Marius Erdt, Kensaku Mori, Marius George Linguraru, Andreas Uhl, Cristina Oyarzun Laura, Raj Shekhar
2017	—	`conf`	Cranial thickness changes in early childhood. SIPAIM Niharika Gajawelli, Sean C. L. Deoni, Jie Shi, Holly Dirks, Marius George Linguraru, Marvin D. Nelson, Yalin Wang, Natasha Leporé
2017	—	`conf`	Cranial ultrasound-based prediction of post hemorrhagic hydrocephalus outcome in premature neonates with intraventricular hemorrhage. EMBC Pooneh R. Tabrizi, Rawad Obeid, Awais Mansoor, Scott Ensel, Juan J. Cerrolaza, Anna A. Penn, Marius George Linguraru
2017	—	`conf`	Design of patient-specific concentric tube robots using path planning from 3-D ultrasound. EMBC Tania K. Morimoto, Juan J. Cerrolaza, Michael H. Hsieh, Kevin Cleary, Allison M. Okamura, Marius George Linguraru
2017	—	`conf`	Intracranial Volume Quantification from 3D Photography. CARE/CLIP@MICCAI Liyun Tu, Antonio R. Porras, Scott Ensel, Deki Tsering, Beatriz Paniagua, Andinet Enquobahrie, Albert Oh, Robert T. Keating, Gary F. Rogers, Marius George Linguraru
2017	—	`conf`	Joint deep shape and appearance learning: application to optic pathway glioma segmentation. Computer-Aided Diagnosis Awais Mansoor, Ien Li, Roger J. Packer, Robert A. Avery, Marius George Linguraru
2017	—	`conf`	Locally Affine Diffeomorphic Surface Registration for Planning of Metopic Craniosynostosis Surgery. MICCAI (2) Antonio R. Porras, Beatriz Paniagua, Andinet Enquobahrie, Scott Ensel, Hina Shah, Robert T. Keating, Gary F. Rogers, Marius George Linguraru
2017	B	`conf`	Marginal shape deep learning: applications to pediatric lung field segmentation. Image Processing Awais Mansoor, Juan J. Cerrolaza, Geovanny F. Perez, Elijah Biggs, Gustavo Nino, Marius George Linguraru
2017	—	`conf`	Quantification of oxygen changes in the placenta from BOLD MR image sequences. Computer-Aided Diagnosis Antonio R. Porras, Gemma Piella, Wonsang You, Catherine Limperopoulos, Marius George Linguraru
2016	B	`conf`	3D constrained local model with independent component analysis and non-Gaussian shape prior distribution: Application to 3D facial landmark detection. ICIP Marwa Chendeb El Rai, Claudio Tortorici, Hassan Al-Muhairi, Marius George Linguraru, Naoufel Werghi
2016	—	`conf`	Automatic tissue characterization of air trapping in chest radiographs using deep neural networks. EMBC Awais Mansoor, Geovanny F. Perez, Gustavo Nino, Marius George Linguraru
2016	—	`ed.`	Clinical Image-Based Procedures. Translational Research in Medical Imaging - 4th International Workshop, CLIP 2015, Held in Conjunction with MICCAI 2015, Munich, Germany, October 5, 2015. Revised Selected Papers CLIP@MICCAI Cristina Oyarzun Laura, Raj Shekhar, Stefan Wesarg, Miguel Ángel González Ballester, Klaus Drechsler, Yoshinobu Sato, Marius Erdt, Marius George Linguraru
2016	—	`ed.`	Clinical Image-Based Procedures. Translational Research in Medical Imaging - 5th International Workshop, CLIP 2016, Held in Conjunction with MICCAI 2016, Athens, Greece, October 17, 2016, Proceedings CLIP@MICCAI Raj Shekhar, Stefan Wesarg, Miguel Ángel González Ballester, Klaus Drechsler, Yoshinobu Sato, Marius Erdt, Marius George Linguraru, Cristina Oyarzun Laura
2016	J	`jnl`	Deep Learning Guided Partitioned Shape Model for Anterior Visual Pathway Segmentation. IEEE Trans. Medical Imaging Awais Mansoor, Juan J. Cerrolaza, Rabia Idrees, Elijah Biggs, Mohammad A. Alsharid, Robert A. Avery, Marius George Linguraru
2016	—	`conf`	Facial landmarks detection using 3D constrained local model on mesh manifold. MWSCAS Marwa Chendeb El Rai, Claudio Tortorici, Hassan Al-Muhairi, Naoufel Werghi, Marius George Linguraru
2016	—	`conf`	Generic method for intensity standardization of medical images using multiscale curvelet representation. ISBI Awais Mansoor, Marius George Linguraru
2016	J	`jnl`	Guest Editorial IEEE EMBC 2015. IEEE J. Biomed. Health Informatics Elsa D. Angelini, Riccardo Bellazzi, Walter G. Besio, Marius George Linguraru
2016	—	`conf`	Identification of dysmorphic syndromes using landmark-specific local texture descriptors. ISBI Juan J. Cerrolaza, Antonio R. Porras, Awais Mansoor, Qian Zhao, Marshall Summar, Marius George Linguraru
2016	—	`conf`	Personalized Optimal Planning for the Surgical Correction of Metopic Craniosynostosis. CLIP@MICCAI Antonio R. Porras, Dzenan Zukic, Andinet Enquobahrie, Gary F. Rogers, Marius George Linguraru
2016	J	`jnl`	Renal Segmentation From 3D Ultrasound via Fuzzy Appearance Models and Patient-Specific Alpha Shapes. IEEE Trans. Medical Imaging Juan J. Cerrolaza, Nabile M. Safdar, Elijah Biggs, James Jago, Craig A. Peters, Marius George Linguraru
2016	—	`conf`	Semi-automatic assessment of pediatric hydronephrosis severity in 3D ultrasound. Computer-Aided Diagnosis Juan J. Cerrolaza, Hansel Otero, Peter Yao, Elijah Biggs, Awais Mansoor, Roberto Ardon, James Jago, Craig A. Peters, Marius George Linguraru
2016	—	`conf`	Soft Multi-organ Shape Models via Generalized PCA: A General Framework. MICCAI (3) Juan J. Cerrolaza, Ronald M. Summers, Marius George Linguraru
2016	—	`conf`	Spatial context learning approach to automatic segmentation of pleural effusion in chest computed tomography images. Computer-Aided Diagnosis Awais Mansoor, Rafael Casas, Marius George Linguraru
2015	J	`jnl`	Abdominal multi-organ segmentation from CT images using conditional shape-location and unsupervised intensity priors. Medical Image Anal. Toshiyuki Okada, Marius George Linguraru, Masatoshi Hori, Ronald M. Summers, Noriyuki Tomiyama, Yoshinobu Sato
2015	J	`jnl`	Automatic multi-resolution shape modeling of multi-organ structures. Medical Image Anal. Juan J. Cerrolaza, Mauricio Reyes, Ronald M. Summers, Miguel Ángel González Ballester, Marius George Linguraru
2015	J	`jnl`	Computer-aided detection of exophytic renal lesions on non-contrast CT images. Medical Image Anal. Jianfei Liu, Shijun Wang, Marius George Linguraru, Jianhua Yao, Ronald M. Summers
2015	—	`conf`	Constrained local model with independent component analysis and kernel density estimation: Application to down syndrome detection. ISBI Qian Zhao, Kazunori Okada, Kenneth Rosenbaum, Marshall Summar, Marius George Linguraru
2015	—	`conf`	Landmark detection from 3D mesh facial models for image-based analysis of dysmorphology. EMBC Marwa Chendeb, Claudio Tortorici, Hassan Al-Muhairi, Habiba AlSafar, Marius George Linguraru, Naoufel Werghi
2015	J	`jnl`	Optimizing area under the ROC curve using semi-supervised learning. Pattern Recognit. Shijun Wang, Diana Li, Nicholas Petrick, Berkman Sahiner, Marius George Linguraru, Ronald M. Summers
2015	—	`conf`	Partitioned Shape Modeling with On-the-Fly Sparse Appearance Learning for Anterior Visual Pathway Segmentation. CLIP@MICCAI Awais Mansoor, Juan J. Cerrolaza, Robert Avery, Marius George Linguraru
2015	J	`jnl`	Partitioned Shape Modeling with On-the-Fly Sparse Appearance Learning for Anterior Visual Pathway Segmentation. CoRR Awais Mansoor, Juan J. Cerrolaza, Robert Avery, Marius George Linguraru
2015	—	`conf`	Positive Delta Detection for Alpha Shape Segmentation of 3D Ultrasound Images of Pathologic Kidneys. MICCAI (3) Juan J. Cerrolaza, Christopher Meyer, James Jago, Craig A. Peters, Marius George Linguraru
2015	—	`conf`	Quantification of kidneys from 3D ultrasound in pediatric hydronephrosis. EMBC Juan J. Cerrolaza, Enrico Grisan, Nabile M. Safdar, Emmarie Myers, James Jago, Craig A. Peters, Marius George Linguraru
2015	—	`conf`	Quantification, validation, and follow-up of small bowel motility in Crohn's disease. Computer-Aided Diagnosis Juan J. Cerrolaza, Jennifer Q. Peng, Nabile M. Safdar, Laurie Conklin, Raymond W. Sze, Marius George Linguraru
2015	—	`conf`	Severity quantification of pediatric viral respiratory illnesses in chest X-ray images. EMBC Kazunori Okada, Marzieh Golbaz, Awais Mansoor, Geovanny F. Perez, Krishna Pancham, Abia Khan, Gustavo Nino, Marius George Linguraru
2014	—	`conf`	Automatic labeling of liver veins in CT by probabilistic backward tracing. ISBI Xin Kang, Qian Zhao, Karun Sharma, Raj Shekhar, Bradford J. Wood, Marius George Linguraru
2014	—	`conf`	Cartilage estimation in noncontrast thoracic CT. ISBI Qian Zhao, Nabile M. Safdar, Glenna Yu, Emmarie Myers, Antony Koroulakis, Chunzhe Duan, Anthony Sandler, Marius George Linguraru
2014	—	`conf`	Chest Modeling and Personalized Surgical Planning for Pectus Excavatum. MICCAI (1) Qian Zhao, Nabile M. Safdar, Chunzhe Duan, Anthony Sandler, Marius George Linguraru
2014	—	`ed.`	Clinical Image-Based Procedures. Translational Research in Medical Imaging - Second International Workshop, CLIP 2013, Held in Conjunction with MICCAI 2013, Nagoya, Japan, September 22, 2013, Revised Selected Papers CLIP Marius Erdt, Marius George Linguraru, Cristina Oyarzun Laura, Raj Shekhar, Stefan Wesarg, Miguel Ángel González Ballester, Klaus Drechsler
2014	—	`ed.`	Clinical Image-Based Procedures. Translational Research in Medical Imaging - Third International Workshop, CLIP 2014, Held in Conjunction with MICCAI 2014, Boston, MA, USA, September 14, 2014, Revised Selected Papers CLIP@MICCAI Marius George Linguraru, Cristina Oyarzun Laura, Raj Shekhar, Stefan Wesarg, Miguel Ángel González Ballester, Klaus Drechsler, Yoshinobu Sato, Marius Erdt
2014	J	`jnl`	Digital facial dysmorphology for genetic screening: Hierarchical constrained local model using ICA. Medical Image Anal. Qian Zhao, Kazunori Okada, Kenneth Rosenbaum, Lindsay Kehoe, Dina J. Zand, Raymond W. Sze, Marshall Summar, Marius George Linguraru
2014	—	`conf`	Ensemble learning for the detection of facial dysmorphology. EMBC Qian Zhao, Naoufel Werghi, Kazunori Okada, Kenneth Rosenbaum, Marshall Summar, Marius George Linguraru
2014	—	`conf`	Estimation of cartilaginous region in noncontrast CT of the chest. Computer-Aided Diagnosis Qian Zhao, Nabile M. Safdar, Glenna Yu, Emmarie Myers, Anthony Sandler, Marius George Linguraru
2014	—	`conf`	Generalized Multiresolution Hierarchical Shape Models via Automatic Landmark Clusterization. MICCAI (3) Juan J. Cerrolaza, Arantxa Villanueva, Mauricio Reyes, Rafael Cabeza, Miguel Ángel González Ballester, Marius George Linguraru
2014	—	`conf`	Hierarchical Shape Modeling of the Cochlea and Surrounding Risk Structures for Minimally Invasive Cochlear Implant Surgery. CLIP@MICCAI Juan J. Cerrolaza, Sergio Vera, Alexis Bagué, Mario Ceresa, Pablo Migliorelli, Marius George Linguraru, Miguel Ángel González Ballester
2014	B	`conf`	Locally constrained active contour: a region-based level set for ovarian cancer metastasis segmentation. Image Processing Jianfei Liu, Jianhua Yao, Shijun Wang, Marius George Linguraru, Ronald M. Summers
2014	J	`jnl`	Personalized assessment of craniosynostosis via statistical shape modeling. Medical Image Anal. Carlos S. Mendoza, Nabile M. Safdar, Kazunori Okada, Emmarie Myers, Gary F. Rogers, Marius George Linguraru
2014	—	`conf`	Segmentation of kidney in 3D-ultrasound images using Gabor-based appearance models. ISBI Juan J. Cerrolaza, Nabile M. Safdar, Craig A. Peters, Emmarie Myers, James Jago, Marius George Linguraru
2014	J	`jnl`	Tumor sensitive matching flow: A variational method to detecting and segmenting perihepatic and perisplenic ovarian cancer metastases on contrast-enhanced abdominal CT. Medical Image Anal. Jianfei Liu, Shijun Wang, Marius George Linguraru, Jianhua Yao, Ronald M. Summers
2014	—	`conf`	Ultrasound based computer-aided-diagnosis of kidneys for pediatric hydronephrosis. Computer-Aided Diagnosis Juan J. Cerrolaza, Craig A. Peters, Aaron D. Martin, Emmarie Myers, Nabile M. Safdar, Marius George Linguraru
2014	—	`conf`	Weighted Partitioned Active Shape Model for Optic Pathway Segmentation in MRI. CLIP@MICCAI Xue Yang, Juan J. Cerrolaza, Chunzhe Duan, Qian Zhao, Jonathan G. Murnick, Nabile M. Safdar, Robert Avery, Marius George Linguraru
2013	—	`conf`	A Variational Framework for Joint Detection and Segmentation of Ovarian Cancer Metastases. MICCAI (2) Jianfei Liu, Shijun Wang, Marius George Linguraru, Jianhua Yao, Ronald M. Summers
2013	—	`conf`	Abdominal Multi-organ CT Segmentation Using Organ Correlation Graph and Prediction-Based Shape and Location Priors. MICCAI (3) Toshiyuki Okada, Marius George Linguraru, Masatoshi Hori, Ronald M. Summers, Noriyuki Tomiyama, Yoshinobu Sato
2013	—	`conf`	An optimal set of landmarks for metopic craniosynostosis diagnosis from shape analysis of pediatric CT scans of the head. Computer-Aided Diagnosis Carlos S. Mendoza, Nabile M. Safdar, Emmarie Myers, Tanakorn Kittisarapong, Gary F. Rogers, Marius George Linguraru
2013	—	`conf`	Augmenting tumor sensitive matching flow to improve detection and segmentation of ovarian cancer metastases within a PDE framework. ISBI Jianfei Liu, Shijun Wang, Marius George Linguraru, Jianhua Yao, Ronald M. Summers
2013	—	`conf`	Automated down syndrome detection using facial photographs. EMBC Qian Zhao, Kenneth Rosenbaum, Kazunori Okada, Dina J. Zand, Raymond W. Sze, Marshall Summar, Marius George Linguraru
2013	—	`conf`	Automatic Analysis of Pediatric Renal Ultrasound Using Shape, Anatomical and Image Acquisition Priors. MICCAI (3) Carlos S. Mendoza, Xin Kang, Nabile M. Safdar, Emmarie Myers, Aaron D. Martin, Enrico Grisan, Craig A. Peters, Marius George Linguraru
2013	—	`conf`	Automatic segmentation of kidneys from non-contrast CT images using efficient belief propagation. Computer-Aided Diagnosis Jianfei Liu, Marius George Linguraru, Shijun Wang, Ronald M. Summers
2013	—	`ed.`	Clinical Image-Based Procedures. From Planning to Intervention - International Workshop, CLIP 2012, Held in Conjunction with MICCAI 2012, Nice, France, October 5, 2012, Revised Selected Papers CLIP Klaus Drechsler, Marius Erdt, Marius George Linguraru, Cristina Oyarzun Laura, Karun Sharma, Raj Shekhar, Stefan Wesarg
2013	—	`conf`	Down syndrome detection from facial photographs using machine learning techniques. Computer-Aided Diagnosis Qian Zhao, Kenneth Rosenbaum, Raymond W. Sze, Dina J. Zand, Marshall Summar, Marius George Linguraru
2013	J	`jnl`	Geometric steerable medial maps. Mach. Vis. Appl. Sergio Vera, Debora Gil, Agnès Borràs, Marius George Linguraru, Miguel Ángel González Ballester
2013	—	`conf`	Hierarchical Constrained Local Model Using ICA and Its Application to Down Syndrome Detection. MICCAI (2) Qian Zhao, Kazunori Okada, Kenneth Rosenbaum, Dina J. Zand, Raymond W. Sze, Marshall Summar, Marius George Linguraru
2013	—	`conf`	Kidney segmentation in ultrasound via genetic initialization and Active Shape Models with rotation correction. ISBI Carlos S. Mendoza, Xin Kang, Nabile M. Safdar, Emmarie Myers, Craig A. Peters, Marius George Linguraru
2013	—	`conf`	MR Enterography Image Fusion in Small Bowel Analysis. CLIP Juan J. Cerrolaza, Nabile M. Safdar, Raymond W. Sze, Marius George Linguraru
2013	—	`conf`	Manifold Diffusion for Exophytic Kidney Lesion Detection on Non-contrast CT Images. MICCAI (1) Jianfei Liu, Shijun Wang, Jianhua Yao, Marius George Linguraru, Ronald M. Summers
2013	—	`conf`	Multiresolution Hierarchical Shape Models in 3D Subcortical Brain Structures. MICCAI (2) Juan J. Cerrolaza, Noemí Carranza-Herrezuelo, Arantxa Villanueva, Rafael Cabeza, Miguel Ángel González Ballester, Marius George Linguraru
2013	—	`conf`	Robust detection of renal calculi from non-contract CT images using TV-flow and MSER features. Computer-Aided Diagnosis Jianfei Liu, Shijun Wang, Marius George Linguraru, Ronald M. Summers
2012	—	`ed.`	Abdominal Imaging. Computational and Clinical Applications - Third International Workshop, Held in Conjunction with MICCAI 2011, Toronto, ON, Canada, September 18, 2011, Revised Selected Papers Abdominal Imaging Hiroyuki Yoshida, Georgios Sakas, Marius George Linguraru
2012	—	`conf`	Automated Segmentation and Anatomical Labeling of Abdominal Arteries Based on Multi-organ Segmentation from Contrast-Enhanced CT Data. CLIP Yuki Suzuki, Toshiyuki Okada, Masatoshi Hori, Futoshi Yokota, Marius George Linguraru, Noriyuki Tomiyama, Yoshinobu Sato
2012	—	`conf`	Computer-Based Quantitative Assessment of Skull Morphology for Craniosynostosis. CLIP Carlos S. Mendoza, Nabile M. Safdar, Emmarie Myers, Tanakorn Kittisarapong, Gary F. Rogers, Marius George Linguraru
2012	B	`conf`	Medical image registration using machine learning-based interest point detector. Image Processing Sergey Sergeev, Yang Zhao, Marius George Linguraru, Kazunori Okada
2012	—	`conf`	Multi-Organ Segmentation with Missing Organs in Abdominal CT Images. MICCAI (3) Miyuki Suzuki, Marius George Linguraru, Kazunori Okada
2012	—	`conf`	Multi-organ segmentation in abdominal CT images. EMBC Toshiyuki Okada, Marius George Linguraru, Masatoshi Hori, Yuki Suzuki, Ronald M. Summers, Noriyuki Tomiyama, Yoshinobu Sato
2012	—	`conf`	Non-invasive indicators of pulmonary hypertension from pulmonary veins quantification in sickle cell disease. ISBI Guido H. Jajamovich, Vivek Pamulapati, Shoaib Alam, Alem Mehari, Gregory J. Kato, Bradford J. Wood, Marius George Linguraru
2012	—	`conf`	Optimal Medial Surface Generation for Anatomical Volume Representations. Abdominal Imaging Sergio Vera, Miguel Ángel González Ballester, Marius George Linguraru, Debora Gil
2012	—	`conf`	ROC-like optimization by sample ranking: Application to CT colonography. ISBI Shijun Wang, Matthew McKenna, Nicholas Petrick, Berkman Sahiner, Marius George Linguraru, Zhuoshi Wei, Jianhua Yao, Ronald M. Summers
2012	J	`jnl`	Statistical 4D graphs for multi-organ abdominal segmentation from multiphase CT. Medical Image Anal. Marius George Linguraru, John A. Pura, Vivek Pamulapati, Ronald M. Summers
2012	J	`jnl`	Tumor Burden Analysis on Computed Tomography by Automated Liver and Tumor Segmentation. IEEE Trans. Medical Imaging Marius George Linguraru, William J. Richbourg, Jianfei Liu, Jeremy M. Watt, Vivek Pamulapati, Shijun Wang, Ronald M. Summers
2012	—	`conf`	Tumor Sensitive Matching Flow: An Approach for Ovarian Cancer Metastasis Detection and Segmentation. Abdominal Imaging Jianfei Liu, Shijun Wang, Marius George Linguraru, Ronald M. Summers
2011	—	`conf`	Abdominal Multi-Organ Segmentation of CT Images Based on Hierarchical Spatial Modeling of Organ Interrelations. Abdominal Imaging Toshiyuki Okada, Marius George Linguraru, Yasuhide Yoshida, Masatoshi Hori, Ronald M. Summers, Yen-Wei Chen, Noriyuki Tomiyama, Yoshinobu Sato
2011	—	`conf`	Abdominal multi-organ localization on contrast-enhanced CT based on maximum a posteriori probability and minimum volume overlap. ISBI Xiaofeng Liu, Marius George Linguraru, Jianhua Yao, Ronald M. Summers
2011	—	`conf`	Analyses of Missing Organs in Abdominal Multi-Organ Segmentation. Abdominal Imaging Miyuki Suzuki, Marius George Linguraru, Ronald M. Summers, Kazunori Okada
2011	—	`conf`	Computation and Evaluation of Medial Surfaces for Shape Representation of Abdominal Organs. Abdominal Imaging Sergio Vera, Debora Gil, Agnès Borràs, Xavi Sánchez, Frederic Pérez, Marius George Linguraru, Miguel Ángel González Ballester
2011	—	`conf`	Computer-Aided Polyp Detection for Laxative-Free CT Colonography. Abdominal Imaging Neil Panjwani, Marius George Linguraru, Joel G. Fletcher, Ronald M. Summers
2011	—	`conf`	Intra-hepatic vessel segmentation and classification in multi-phase CT using optimized graph cuts. ISBI Vivek Pamulapati, Bradford J. Wood, Marius George Linguraru
2011	—	`conf`	Liver Segmental Anatomy and Analysis from Vessel and Tumor Segmentation via Optimized Graph Cuts. Abdominal Imaging Vivek Pamulapati, Aradhana Venkatesan, Bradford J. Wood, Marius George Linguraru
2011	—	`conf`	Liver and Tumor Segmentation and Analysis from CT of Diseased Patients via a Generic Affine Invariant Shape Parameterization and Graph Cuts. Abdominal Imaging Marius George Linguraru, William J. Richbourg, Jeremy M. Watt, Vivek Pamulapati, Ronald M. Summers
2010	—	`conf`	Multi-organ Segmentation from Multi-phase Abdominal CT via 4D Graphs Using Enhancement, Shape and Location Optimization. MICCAI (3) Marius George Linguraru, John A. Pura, Ananda S. Chowdhury, Ronald M. Summers
2010	—	`conf`	Organ Pose Distribution Model and an MAP Framework for Automated Abdominal Multi-organ Localization. MIAR Xiaofeng Liu, Marius George Linguraru, Jianhua Yao, Ronald M. Summers
2009	—	`conf`	Anatomical Variability of Organs Via Principal Factor Analysis from the Construction of an Abdominal Probabilistic Atlas. ISBI Mauricio Reyes, Miguel Ángel González Ballester, Zhixi Li, Nina Kozic, See Chin, Ronald M. Summers, Marius George Linguraru
2009	—	`conf`	Atlas-Based Automated Segmentation of Spleen and Liver Using Adaptive Enhancement Estimation. MICCAI (1) Marius George Linguraru, Jesse K. Sandberg, Zhixi Li, John A. Pura, Ronald M. Summers
2009	—	`conf`	Population-Specific Evaluation of Implant Bone Fitting Using PCA Shape Space and Level Sets. ISBI Nina Kozic, Miguel Ángel González Ballester, Philippe Büchler, Nils Reimers, Lutz-Peter Nolte, Marius George Linguraru, Mauricio Reyes
2009	—	`conf`	Renal Tumor Quantification and Classification in Triple-Phase Contrast-Enhanced Abdominal CT. ISBI Marius George Linguraru, Rabindra Gautam, James Peterson, Jianhua Yao, W. Marston Linehan, Ronald M. Summers
2009	J	`jnl`	Renal tumor quantification and classification in contrast-enhanced abdominal CT. Pattern Recognit. Marius George Linguraru, Jianhua Yao, Rabindra Gautam, James Peterson, Zhixi Li, W. Marston Linehan, Ronald M. Summers
2009	—	`conf`	Segmentation propagation for the automated quantification of ventricle volume from serial MRI. Computer-Aided Diagnosis Marius George Linguraru, John A. Butman
2009	—	`conf`	Two methods of Haustral fold detection from computed tomographic virtual colonoscopy images. Computer-Aided Diagnosis Ananda S. Chowdhury, Sovira Tan, Jianhua Yao, Marius George Linguraru, Ronald M. Summers
2008	—	`conf`	A method for frame-by-frame us to CT registration in a joint calibration and registration framework. ISBI Matthias Peterhans, Haydar Talib, Marius George Linguraru, Martin Styner, Miguel Ángel González Ballester
2008	—	`conf`	Assessment of ventricle volume from serial MRI scans in communicating hydrocephalus. ISBI John A. Butman, Marius George Linguraru
2008	B	`conf`	Detection of anatomical landmarks in human colon from computed tomographic colonography images. ICPR Ananda S. Chowdhury, Jianhua Yao, Robert L. Van Uitert Jr., Marius George Linguraru, Ronald M. Summers
2008	J	`jnl`	Fast block flow tracking of atrial septal defects in 4D echocardiography. Medical Image Anal. Marius George Linguraru, Nikolay V. Vasilyev, Gerald R. Marx, Wayne Tworetzky, Pedro J. del Nido, Robert D. Howe
2008	—	`conf`	Multi-organ automatic segmentation in 4D contrast-enhanced abdominal CT. ISBI Marius George Linguraru, Ronald M. Summers
2007	J	`jnl`	Deformable Atlases for the Segmentation of Internal Brain Nuclei in Magnetic Resonance Imaging. Int. J. Comput. Commun. Control Marius George Linguraru, Miguel Ángel González Ballester, Nicholas Ayache
2007	—	`conf`	MRI evaluation of RF ablation scarring for atrial fibrillation treatment. Image-Guided Procedures Yuri Ishihara, Reza Nezafat, John V. Wylie, Marius George Linguraru, Mark E. Josephson, Robert D. Howe, Warren J. Manning, Dana C. Peters
2007	—	`conf`	Real-Time Block Flow Tracking of Atrial Septal Defect Motion in 4d Cardiac Ultrasound. ISBI Marius George Linguraru, Alexandre Kabla, Nikolay V. Vasilyev, Pedro J. del Nido, Robert D. Howe
2007	—	`conf`	Statistical Shape Analysis via Principal Factor Analysis. ISBI Mauricio Reyes, Marius George Linguraru, Kostas Marias, Nicholas Ayache, Lutz-Peter Nolte, Miguel Ángel González Ballester
2006	J	`jnl`	A biologically inspired algorithm for microcalcification cluster detection. Medical Image Anal. Marius George Linguraru, Kostas Marias, Ruth E. English, Michael Brady
2006	—	`conf`	Atrial Septal Defect Tracking in 3D Cardiac Ultrasound. MICCAI (1) Marius George Linguraru, Nikolay V. Vasilyev, Pedro J. del Nido, Robert D. Howe
2006	J	`jnl`	Differentiation of sCJD and vCJD forms by automated analysis of basal ganglia intensity distribution in multisequence MRI of the brain-definition and evaluation of new MRI-based ratios. IEEE Trans. Medical Imaging Marius George Linguraru, Nicholas Ayache, Éric Bardinet, Miguel Ángel González Ballester, Damien Galanaud, Stéphane Haïk, Baptiste Faucheux, J.-J. Hauw, Patrick Cozzone, Didier Dormont, Jean-Philippe Brandel
2006	B	`conf`	Texture-based instrument segmentation in 3D ultrasound images. Image Processing Marius George Linguraru, Robert D. Howe
2005	—	`conf`	New Ratios for the Detection and Classification of CJD in Multisequence MRI of the Brain. MICCAI (2) Marius George Linguraru, Nicholas Ayache, Miguel Ángel González Ballester, Éric Bardinet, Damien Galanaud, Stéphane Haïk, Baptiste Faucheux, Patrick Cozzone, Didier Dormont, Jean-Philippe Brandel
2005	B	`conf`	On the adequacy of principal factor analysis for the study of shape variability. Image Processing Miguel Ángel González Ballester, Marius George Linguraru, Mauricio Reyes Aguirre, Nicholas Ayache
2004	—	`conf`	Foveal Algorithm for the Detection of Microcalcification Clusters: A FROC Analysis. MICCAI (2) Marius George Linguraru, Michael Brady, Ruth E. English
2004	J	`jnl`	Generalized image models and their application as statistical models of images. Medical Image Anal. Miguel Ángel González Ballester, Xavier Pennec, Marius George Linguraru, Nicholas Ayache
2003	—	`conf`	A Multiscale Feature Detector for Morphological Analysis of the Brain. MICCAI (2) Marius George Linguraru, Miguel Ángel González Ballester, Nicholas Ayache
2001	—	`conf`	A Novel Method to Detect Microcalcifications for Early Signs of Breast Cancer. MedInfo Marius George Linguraru, J. Michael Brady, Timor Kadir, Margaret Yam
2001	A	`conf`	Filtering h MICCAI Marius George Linguraru, Michael Brady, Margaret Yam