Oliver Díaz - RankMe

62 papers Misc 1Journal 38Unranked 23

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	A Review of Methods for Trustworthy AI in Medical Imaging: The FUTURE-AI Guidelines. IEEE J. Biomed. Health Informatics Haridimos Kondylakis, Richard Osuala, Xènia Puig-Bosch, Noussair Lazrak, Oliver Díaz, Kaisar Kushibar, Ioanna Chouvarda, Stefanie Charalambous, Martijn P. A. Starmans, Sara Colantonio, Nikolaos S. Tachos, Smriti Joshi, Henry C. Woodruff, Zohaib Salahuddin, Gianna Tsakou, Susanna Aussó, Leonor Cerdá Alberich, Nikolaos Papanikolaou, Philippe Lambin, Kostas Marias, Manolis Tsiknakis, Dimitrios I. Fotiadis, Luis Martí-Bonmatí, Karim Lekadir
2026	J	`jnl`	Fréchet radiomic distance (FRD): A versatile metric for comparing medical imaging datasets. Medical Image Anal. Nicholas Konz, Richard Osuala, Preeti Verma, Yuwen Chen, Hanxue Gu, Haoyu Dong, Yaqian Chen, Andrew Marshall, Lidia Garrucho, Kaisar Kushibar, Daniel Lang, Sungheon Gene Kim, Lars J. Grimm, John Lewin, James S. Duncan, Julia A. Schnabel, Oliver Díaz, Karim Lekadir, Maciej A. Mazurowski
2026	J	`jnl`	The MAMA-MIA Challenge: Advancing Generalizability and Fairness in Breast MRI Tumor Segmentation and Treatment Response Prediction. CoRR Lidia Garrucho, Smriti Joshi, Kaisar Kushibar, Richard Osuala, Maciej Bobowicz, Xavier Bargalló, Paulius Jarusevicius, Kai Geissler, Raphael Schäfer, Muhammad Alberb, Tony Xu, Anne L. Martel, Daniel Sleiman, Navchetan Awasthi, Hadeel Awwad, Joan C. Vilanova, Robert Martí, Daan Schouten, Jeong Hoon Lee, Mirabela Rusu, Eleonora Poeta, Luisa Vargas, Eliana Pastor, Maria A. Zuluaga, Jessica Kächele, Dimitrios Bounias, Alexandra Ertl, Katarzyna Gwozdziewicz, Maria-Laura Cosaka, Pasant M. Abo-Elhoda, Sara W. Tantawy, Shorouq S. Sakrana, Norhan O. Shawky-Abdelfatah, Amr Muhammad Abdo-Salem, Androniki Kozana, Eugen Divjak, Gordana Ivanac, Katerina Nikiforaki, Michail E. Klontzas, Rosa García-Dosdá, Meltem Gulsun-Akpinar, Oguz Lafci, Carlos Martín-Isla, Oliver Díaz, Laura Igual, Karim Lekadir
2025	J	`jnl`	Agent-Based Output Drift Detection for Breast Cancer Response Prediction in a Multisite Clinical Decision Support System. CoRR Xavier Rafael-Palou, Jose Munuera, Ana Jimenez-Pastor, Richard Osuala, Karim Lekadir, Oliver Díaz
2025	J	`jnl`	Assessing Cancer Presence in Prostate MRI Using Multi-Encoder Cross-Attention Networks. J. Imaging Avtantil Dimitriadis, Grigorios Kalliatakis, Richard Osuala, Dimitri A. Kessler, Simone Mazzetti, Daniele Regge, Oliver Díaz, Karim Lekadir, Dimitrios A. Fotiadis, Manolis Tsiknakis, Nikolaos Papanikolaou, Kostas Marias, ProCAncer-I Consortium
2025	—	`conf`	Clinically-Guided Data Synthesis for Laryngeal Lesion Detection. MICCAI (11) Chiara Baldini, Kaisar Kushibar, Richard Osuala, Simone Balocco, Oliver Díaz, Karim Lekadir, Leonardo S. Mattos
2025	J	`jnl`	Clinically-guided Data Synthesis for Laryngeal Lesion Detection. CoRR Chiara Baldini, Kaisar Kushibar, Richard Osuala, Simone Balocco, Oliver Díaz, Karim Lekadir, Leonardo S. Mattos
2025	J	`jnl`	Comparing Conditional Diffusion Models for Synthesizing Contrast-Enhanced Breast MRI from Pre-Contrast Images. CoRR Sebastian Ibarra, Javier del Riego, Alessandro Catanese, Julian Cuba, Julian Cardona, Nataly Leon, Jonathan Infante, Karim Lekadir, Oliver Díaz, Richard Osuala
2025	—	`conf`	Comparing Conditional Diffusion Models for Synthesizing Contrast-Enhanced Breast MRI from Pre-contrast Images. Deep-Breath@MICCAI Sebastian Ibarra, Javier del Riego, Alessandro Catanese, Julian Cuba, Julian Cardona, Nataly Leon, Jonathan Infante, Karim Lekadir, Oliver Díaz, Richard Osuala
2025	J	`jnl`	Explainable Radiomics-Based Model for Automatic Image Quality Assessment in Breast Cancer DCE MRI Data. J. Imaging Georgios S. Ioannidis, Katerina Nikiforaki, Aikaterini Dovrou, Vassilis Kilintzis, Grigorios Kalliatakis, Oliver Díaz, Karim Lekadir, Kostas Marias
2025	J	`jnl`	Federated nnU-Net for Privacy-Preserving Medical Image Segmentation. CoRR Grzegorz Skorupko, Fotios Avgoustidis, Carlos Martín-Isla, Lidia Garrucho, Dimitri A. Kessler, Esmeralda Ruiz Pujadas, Oliver Díaz, Maciej Bobowicz, Katarzyna Gwozdziewicz, Xavier Bargalló, Paulius Jarusevicius, Kaisar Kushibar, Karim Lekadir
2025	J	`jnl`	Mask-Guided Multi-Channel SwinUNETR Framework for Robust MRI Classification. CoRR Smriti Joshi, Lidia Garrucho, Richard Osuala, Oliver Díaz, Karim Lekadir
2025	J	`jnl`	Segmentation variability and radiomics stability for predicting Triple-Negative Breast Cancer subtype using Magnetic Resonance Imaging. CoRR Isabella Cama, Alejandro Guzmán, Cristina Campi, Michele Piana, Karim Lekadir, Sara Garbarino, Oliver Díaz
2025	—	`conf`	Single Image Test-Time Adaptation via Multi-View Co-Training. MICCAI (6) Smriti Joshi, Richard Osuala, Lidia Garrucho, Kaisar Kushibar, Dimitri A. Kessler, Oliver Díaz, Karim Lekadir
2025	J	`jnl`	Single Image Test-Time Adaptation via Multi-View Co-Training. CoRR Smriti Joshi, Richard Osuala, Lidia Garrucho, Kaisar Kushibar, Dimitri A. Kessler, Oliver Díaz, Karim Lekadir
2024	—	`conf`	Enhancing the Utility of Privacy-Preserving Cancer Classification Using Synthetic Data. Deep-Breath@MICCAI Richard Osuala, Daniel Lang, Anneliese Riess, Georgios Kaissis, Zuzanna Szafranowska, Grzegorz Skorupko, Oliver Díaz, Julia A. Schnabel, Karim Lekadir
2024	J	`jnl`	Enhancing the Utility of Privacy-Preserving Cancer Classification using Synthetic Data. CoRR Richard Osuala, Daniel M. Lang, Anneliese Riess, Georgios Kaissis, Zuzanna Szafranowska, Grzegorz Skorupko, Oliver Díaz, Julia A. Schnabel, Karim Lekadir
2024	—	`conf`	Fat-Suppressed Breast MRI Synthesis for Domain Adaptation in Tumour Segmentation. Deep-Breath@MICCAI Lidia Garrucho, Eve Delegue, Richard Osuala, Dimitri A. Kessler, Kaisar Kushibar, Oliver Díaz, Karim Lekadir, Laura Igual
2024	J	`jnl`	Image Quality Assessment Tool for Conventional and Dynamic Magnetic Resonance Imaging Acquisitions. J. Imaging Katerina Nikiforaki, Ioannis Karatzanis, Aikaterini Dovrou, Maciej Bobowicz, Katarzyna Gwozdziewicz, Oliver Díaz, Manolis Tsiknakis, Dimitrios I. Fotiadis, Karim Lekadir, Kostas Marias
2024	J	`jnl`	MAMA-MIA: A Large-Scale Multi-Center Breast Cancer DCE-MRI Benchmark Dataset with Expert Segmentations. CoRR Lidia Garrucho, Claire-Anne Reidel, Kaisar Kushibar, Smriti Joshi, Richard Osuala, Apostolia Tsirikoglou, Maciej Bobowicz, Javier del Riego, Alessandro Catanese, Katarzyna Gwozdziewicz, Maria-Laura Cosaka, Pasant M. Abo-Elhoda, Sara W. Tantawy, Shorouq S. Sakrana, Norhan O. Shawky-Abdelfatah, Amr Muhammad Abdo-Salem, Androniki Kozana, Eugen Divjak, Gordana Ivanac, Katerina Nikiforaki, Michail E. Klontzas, Rosa García-Dosdá, Meltem Gulsun-Akpinar, Oguz Lafci, Ritse Mann, Carlos Martín-Isla, Fred W. Prior, Kostas Marias, Martijn P. A. Starmans, Fredrik Strand, Oliver Díaz, Laura Igual, Karim Lekadir
2024	J	`jnl`	Mitigating annotation shift in cancer classification using single image generative models. CoRR Marta Buetas Arcas, Richard Osuala, Karim Lekadir, Oliver Díaz
2024	—	`conf`	Radiomics Prediction of Pathologic Complete Response to Neoadjuvant Chemotherapy in Breast Cancer: Interpretation and Imaging Pitfalls. PervasiveHealth (1) Georgios S. Ioannidis, Smriti Joshi, Grigorios Kalliatakis, Katerina Nikiforaki, Vassilis Kilintzis, Haridimos Kondylakis, Oliver Díaz, Maciej Bobowicz, Karim Lekadir, Kostas Marias
2024	J	`jnl`	Simulating Dynamic Tumor Contrast Enhancement in Breast MRI using Conditional Generative Adversarial Networks. CoRR Richard Osuala, Smriti Joshi, Apostolia Tsirikoglou, Lidia Garrucho, Walter H. L. Pinaya, Daniel M. Lang, Julia A. Schnabel, Oliver Díaz, Karim Lekadir
2024	J	`jnl`	Towards Learning Contrast Kinetics with Multi-Condition Latent Diffusion Models. CoRR Richard Osuala, Daniel Lang, Preeti Verma, Smriti Joshi, Apostolia Tsirikoglou, Grzegorz Skorupko, Kaisar Kushibar, Lidia Garrucho, Walter H. L. Pinaya, Oliver Díaz, Julia A. Schnabel, Karim Lekadir
2024	—	`conf`	Towards Learning Contrast Kinetics with Multi-condition Latent Diffusion Models. MICCAI (5) Richard Osuala, Daniel M. Lang, Preeti Verma, Smriti Joshi, Apostolia Tsirikoglou, Grzegorz Skorupko, Kaisar Kushibar, Lidia Garrucho, Walter H. L. Pinaya, Oliver Díaz, Julia A. Schnabel, Karim Lekadir
2023	J	`jnl`	A fully automatic method for vascular tortuosity feature extraction in the supra-aortic region: unraveling possibilities in stroke treatment planning. Comput. Medical Imaging Graph. Pere Canals, Simone Balocco, Oliver Díaz, Jiahui Li, Álvaro García-Tornel, Alejandro Tomasello, Marta Olivé-Gadea, Marc Ribó
2023	J	`jnl`	Cardiometabolic risk estimation using exposome data and machine learning. Int. J. Medical Informatics Angélica Atehortúa, Polyxeni Gkontra, Marina Camacho, Oliver Díaz, Maria Bulgheroni, Valentina Simonetti, Marc Chadeau-Hyam, Janine F. Felix, Sylvain Sebert, Karim Lekadir
2023	J	`jnl`	Data synthesis and adversarial networks: A review and meta-analysis in cancer imaging. Medical Image Anal. Richard Osuala, Kaisar Kushibar, Lidia Garrucho, Akis Linardos, Zuzanna Szafranowska, Stefan Klein, Ben Glocker, Oliver Díaz, Karim Lekadir
2023	—	`conf`	End-to-end mammographic breast density quantification with deep learning: preliminary study on simulated mammograms. Computer-Aided Diagnosis Sjoerd A. M. Tunissen, Andrea Motta, Franziska Mauter, Eloy García, Oliver Díaz, John M. Boone, Ioannis Sechopoulos, Marco Caballo
2023	J	`jnl`	Pre- to Post-Contrast Breast MRI Synthesis for Enhanced Tumour Segmentation. CoRR Richard Osuala, Smriti Joshi, Apostolia Tsirikoglou, Lidia Garrucho, Walter H. L. Pinaya, Oliver Díaz, Karim Lekadir
2023	J	`jnl`	Problem-Based Learning. Application to a Laboratory Practice in the Degree of Industrial Chemical Engineering. Int. J. Eng. Pedagog. Oliver Díaz, Elisabet Segredo-Morales, Enrique González
2023	—	`conf`	Revisiting Skin Tone Fairness in Dermatological Lesion Classification. CLIP/FAIMI/EPIMI@MICCAI Thorsten Kalb, Kaisar Kushibar, Celia Cintas, Karim Lekadir, Oliver Díaz, Richard Osuala
2023	J	`jnl`	Revisiting Skin Tone Fairness in Dermatological Lesion Classification. CoRR Thorsten Kalb, Kaisar Kushibar, Celia Cintas, Karim Lekadir, Oliver Díaz, Richard Osuala
2022	J	`jnl`	Domain generalization in deep learning based mass detection in mammography: A large-scale multi-center study. Artif. Intell. Medicine Lidia Garrucho, Kaisar Kushibar, Socayna Jouide, Oliver Díaz, Laura Igual, Karim Lekadir
2022	J	`jnl`	Domain generalization in deep learning-based mass detection in mammography: A large-scale multi-center study. CoRR Lidia Garrucho, Kaisar Kushibar, Socayna Jouide, Oliver Díaz, Laura Igual, Karim Lekadir
2022	J	`jnl`	High-resolution synthesis of high-density breast mammograms: Application to improved fairness in deep learning based mass detection. CoRR Lidia Garrucho, Kaisar Kushibar, Richard Osuala, Oliver Díaz, Alessandro Catanese, Javier del Riego, Maciej Bobowicz, Fredrik Strand, Laura Igual, Karim Lekadir
2022	J	`jnl`	Sharing Generative Models Instead of Private Data: A Simulation Study on Mammography Patch Classification. CoRR Zuzanna Szafranowska, Richard Osuala, Bennet Breier, Kaisar Kushibar, Karim Lekadir, Oliver Díaz
2022	J	`jnl`	medigan: A Python Library of Pretrained Generative Models for Enriched Data Access in Medical Imaging. CoRR Richard Osuala, Grzegorz Skorupko, Noussair Lazrak, Lidia Garrucho, Eloy García, Smriti Joshi, Socayna Jouide, Michael W. Rutherford, Fred W. Prior, Kaisar Kushibar, Oliver Díaz, Karim Lekadir
2021	J	`jnl`	A Review of Generative Adversarial Networks in Cancer Imaging: New Applications, New Solutions. CoRR Richard Osuala, Kaisar Kushibar, Lidia Garrucho, Akis Linardos, Zuzanna Szafranowska, Stefan Klein, Ben Glocker, Oliver Díaz, Karim Lekadir
2021	J	`jnl`	CoLe-CNN+: Context learning - Convolutional neural network for COVID-19-Ground-Glass-Opacities detection and segmentation. Comput. Biol. Medicine Giuseppe Pezzano, Oliver Díaz, Vicent J. Ribas Ripoll, Petia Radeva
2021	J	`jnl`	Deep learning reconstruction of digital breast tomosynthesis images for accurate breast density and patient-specific radiation dose estimation. Medical Image Anal. Jonas Teuwen, Nikita Moriakov, Christian Fedon, Marco Caballo, Ingrid S. Reiser, Predrag R. Bakic, Eloy García, Oliver Díaz, Koen Michielsen, Ioannis Sechopoulos
2020	—	`conf`	DCGANs for realistic breast mass augmentation in x-ray mammography. Computer-Aided Diagnosis Basel Alyafi, Oliver Díaz, Robert Marti
2020	J	`jnl`	Deep learning for mass detection in Full Field Digital Mammograms. Comput. Biol. Medicine Richa Agarwal, Oliver Díaz, Moi Hoon Yap, Xavier Lladó, Robert Martí
2020	J	`jnl`	Deep learning reconstruction of digital breast tomosynthesis images for accurate breast density and patient-specific radiation dose estimation. CoRR Jonas Teuwen, Nikita Moriakov, Christian Fedon, Marco Caballo, Ingrid S. Reiser, Predrag R. Bakic, Eloy García, Oliver Díaz, Koen Michielsen, Ioannis Sechopoulos
2019	J	`jnl`	Breast MRI and X-ray mammography registration using gradient values. Medical Image Anal. Eloy García, Yago Diez, Oliver Díaz, Xavier Lladó, Albert Gubern-Mérida, Robert Martí, Joan Martí, Arnau Oliver
2019	J	`jnl`	DCGANs for Realistic Breast Mass Augmentation in X-ray Mammography. CoRR Basel Alyafi, Oliver Díaz, Robert Martí
2019	J	`jnl`	Quality analysis of DCGAN-generated mammography lesions. CoRR Basel Alyafi, Oliver Díaz, Joan Carles Vilanova, Javier del Riego, Robert Marti
2018	—	`conf`	A deep learning framework for micro-calcification detection in 2D mammography and C-view. IWBI Giovanni Trovini, Christian Napoli, Robert Marti, Amaya Martin, Alessandro Bria, Claudio Marrocco, Mario Molinara, Francesco Tortorella, Oliver Díaz
2018	—	`conf`	Breast tomosynthesis reconstruction using TIGRE software tool. IWBI Albert Malet, Diego García Pinto, Josep Fernández, Robert Martí, Oliver Díaz
2018	—	`conf`	Changes in breast density over time using automatic density measures: preliminary analysis. IWBI Eloy García, Arnau Oliver, Oliver Díaz, Yago Diez, Albert Gubern-Mérida, Joan Martí, Robert Martí
2018	—	`conf`	Digital breast tomosynthesis: impact of a new beam quality on dose to patients. IWBI Margarita Chevalier, Carolina Viloria, Peterson Squair, Maria Socorro Nogueira, Oliver Díaz
2018	—	`conf`	Mass detection in mammograms using pre-trained deep learning models. IWBI Richa Agarwal, Oliver Díaz, Xavier Lladó, Robert Martí
2018	J	`jnl`	Multimodal Breast Parenchymal Patterns Correlation Using a Patient-Specific Biomechanical Model. IEEE Trans. Medical Imaging Eloy García, Yago Diez, Oliver Díaz, Xavier Lladó, Albert Gubern-Mérida, Robert Marti, Joan Martí, Arnau Oliver
2017	—	`conf`	Mapping 3D breast lesions from full-field digital mammograms using subject-specific finite element models. Image-Guided Procedures Eloy García, Arnau Oliver, Oliver Díaz, Yago Diez, Albert Gubern-Mérida, Robert Marti, Joan Martí
2017	Misc	`conf`	Similarity Metrics for Intensity-Based Registration Using Breast Density Maps. IbPRIA Eloy García, Arnau Oliver, Yago Diez, Oliver Díaz, Xavier Lladó, Robert Marti, Joan Martí
2016	—	`conf`	Comparison of Four Breast Tissue Segmentation Algorithms for Multi-modal MRI to X-ray Mammography Registration. Digital Mammography / IWDM Eloy García, Arnau Oliver, Yago Diez, Oliver Díaz, Albert Gubern-Mérida, Xavier Lladó, Joan Martí
2016	—	`conf`	Detailed Analysis of Scatter Contribution from Different Simulated Geometries of X-ray Detectors. Digital Mammography / IWDM Elena Marimon, Hammadi Nait-Charif, Asmar Khan, Philip A. Marsden, Oliver Díaz
2016	—	`conf`	Feasibility of Depth Sensors to Study Breast Deformation During Mammography Procedures. Digital Mammography / IWDM Oliver Díaz, Arnau Oliver, Sergi Ganau, Eloy García, Joan Martí, Melcior Sentís, Robert Marti
2012	—	`conf`	A Modelling Framework for Evaluation of 2D-Mammography and Breast Tomosynthesis Systems. Digital Mammography / IWDM Premkumar Elangovan, Alistair Mackenzie, Oliver Díaz, Alaleh Rashidnasab, David R. Dance, Kenneth C. Young, Lucy M. Warren, Eman Shaheen, Hilde Bosmans, Predrag R. Bakic, Kevin Wells
2012	—	`conf`	Converting One Set of Mammograms to Simulate a Range of Detector Imaging Characteristics for Observer Studies. Digital Mammography / IWDM Alistair Mackenzie, David R. Dance, Oliver Díaz, Annabel Barnard, Kenneth C. Young
2012	—	`conf`	Phantoms for Quality Control Procedures of Digital Breast Tomosynthesis. Digital Mammography / IWDM Ramona Bouwman, Oliver Díaz, Kenneth C. Young, Ruben E. van Engen, Wouter J. H. Veldkamp, David R. Dance
2010	—	`conf`	Monte Carlo Simulation of Scatter Field for Calculation of Contrast of Discs in Synthetic CDMAM Images. Digital Mammography / IWDM Oliver Díaz, Mary Yip, Jorge Cabello, David R. Dance, Kenneth C. Young, Kevin Wells