Fabien Scalzo - RankMe

73 papers A* 2A 1B 3Misc 2Journal 30Unranked 35

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	A Multimodal LLM Approach for Visual Question Answering on Multiparametric 3D Brain MRI. CoRR Arvind Murari Vepa, Yannan Yu, Jingru Gan, Anthony Cuturrufo, Weikai Li, Wei Wang, Fabien Scalzo, Yizhou Sun
2025	J	`jnl`	AutoMedPrompt: A New Framework for Optimizing LLM Medical Prompts Using Textual Gradients. CoRR Sean Wu, Michael Koo, Fabien Scalzo, Ira Kurtz
2025	—	`conf`	Deep Learning-Based Declouding of the Aurora Borealis. ISVC (2) Jason Press, Fabien Scalzo, Gerard Fasel
2025	—	`conf`	YOLOv8-Based Detection and Classification of Plant Cells in Light Micrographs. ISVC (1) Evan Inrig, Yixin Tan, Khoa Tran, Chris Ghim, Jessica Lee, Helen I. Holmlund, Fabien Scalzo
2024	J	`jnl`	Adversarial Databases Improve Success in Retrieval-based Large Language Models. CoRR Sean Wu, Michael Koo, Liyo Kao, Andy Black, Lesley Blum, Fabien Scalzo, Ira Kurtz
2024	J	`jnl`	Fourier feature network for 3D vessel reconstruction from biplane angiograms. Mach. Vis. Appl. Sean Wu, Naoki Kaneko, David S. Liebeskind, Fabien Scalzo
2024	A*	`conf`	Integrating Deep Metric Learning with Coreset for Active Learning in 3D Segmentation. NeurIPS Arvind Vepa, Zukang Yang, Andrew Choi, Jungseock Joo, Fabien Scalzo, Yizhou Sun
2024	J	`jnl`	Integrating Deep Metric Learning with Coreset for Active Learning in 3D Segmentation. CoRR Arvind Murari Vepa, Zukang Yang, Andrew Choi, Jungseock Joo, Fabien Scalzo, Yizhou Sun
2024	J	`jnl`	Nodule Detection and Generation on Chest X-Rays: NODE21 Challenge. IEEE Trans. Medical Imaging Ecem Sogancioglu, Bram van Ginneken, Finn Behrendt, Marcel Bengs, Alexander Schlaefer, Miron Radu, Di Xu, Ke Sheng, Fabien Scalzo, Eric Marcus, Samuele Papa, Jonas Teuwen, Ernst Th. Scholten, Steven Schalekamp, Nils Hendrix, Colin Jacobs, Ward Hendrix, Clara I. Sánchez, Keelin Murphy
2024	J	`jnl`	Nodule detection and generation on chest X-rays: NODE21 Challenge. CoRR Ecem Sogancioglu, Bram van Ginneken, Finn Behrendt, Marcel Bengs, Alexander Schlaefer, Miron Radu, Di Xu, Ke Sheng, Fabien Scalzo, Eric Marcus, Samuele Papa, Jonas Teuwen, Ernst Th. Scholten, Steven Schalekamp, Nils Hendrix, Colin Jacobs, Ward Hendrix, Clara I. Sánchez, Keelin Murphy
2024	J	`jnl`	Predicting Outcomes in Video Games with Long Short Term Memory Networks. CoRR Kittimate Chulajata, Sean Wu, Fabien Scalzo, Eun Sang Cha
2024	—	`conf`	Real-Time Predictor in Two-Players Fighting Game via Vision Transformer. ISVC (1) Kittimate Chulajata, Sean Wu, Eric Laukien, Fabien Scalzo, Eun Sang Cha
2024	J	`jnl`	Self-supervised denoising of visual field data improves detection of glaucoma progression. CoRR Sean Wu, Jun Yu Chen, Vahid Mohammadzadeh, Sajad Besharati, Jaewon Lee, Kouros Nouri-Mahdavi, Joseph Caprioli, Zhe Fei, Fabien Scalzo
2023	—	`conf`	3D Reconstruction from 2D Cerebral Angiograms as a Volumetric Denoising Problem. ISVC (1) Sean Wu, Naoki Kaneko, Steve Mendoza, David S. Liebeskind, Fabien Scalzo
2023	J	`jnl`	A Comparative Study of Open-Source Large Language Models, GPT-4 and Claude 2: Multiple-Choice Test Taking in Nephrology. CoRR Sean Wu, Michael Koo, Lesley Blum, Andy Black, Liyo Kao, Fabien Scalzo, Ira Kurtz
2023	J	`jnl`	A.I. in a Liberal Arts College: The Renaissance of Humanistic Education. XRDS Fabien Scalzo
2023	—	`conf`	Auxiliary-Domain Learning for a Functional Prediction of Glaucoma Progression. OMIA@MICCAI Sean Wu, Vahid Mohammadzadeh, Kiumars Edalati, Jack Martinyan, Arthur Martinyan, Joseph Caprioli, Kouros Nouri-Mahdavi, Fabien Scalzo
2023	—	`conf`	Foil-Net: Deep Wave Classification for Hydrofoil Surfing. ISVC (2) Zachary Mossing, Sean Wu, Kevin Hong, Fabien Scalzo, Eun Sang Cha
2022	—	`conf`	CBFV Waveform Pattern Analysis in Noninvasive Ultrasound-based ICP Monitoring. BIBM Miaomiao Wei, Corey M. Thibeault, Robert B. Hamilton, Fabien Scalzo
2022	—	`conf`	Deep Learning-Based Classification of Plant Xylem Tissue from Light Micrographs. ISVC (1) Sean Wu, Reem Al Dabagh, Anna L. Jacobsen, Helen I. Holmlund, Fabien Scalzo
2022	—	`conf`	Determining and Validating Population Differences in Magnetic Resonance Angiography Using Sparse Representation. BIBM Steve Mendoza, Fabien Scalzo, Aichi Chien
2022	A	`conf`	Weakly-Supervised Convolutional Neural Networks for Vessel Segmentation in Cerebral Angiography. WACV Arvind Vepa, Andrew Choi, Noor Nakhaei, Wonjun Lee, Noah Stier, Andrew Vu, Greyson Jenkins, Xiaoyan Yang, Manjot Shergill, Moira Desphy, Kevin Delao, Mia Levy, Cristopher Garduno, Lacy Nelson, Wandi Liu, Fan Hung, Fabien Scalzo
2021	—	`conf`	BERTHop: An Effective Vision-and-Language Model for Chest X-ray Disease Diagnosis. ICCVW Masoud Monajatipoor, Mozhdeh Rouhsedaghat, Liunian Harold Li, Aichi Chien, C.-C. Jay Kuo, Fabien Scalzo, Kai-Wei Chang
2021	J	`jnl`	BERTHop: An Effective Vision-and-Language Model for Chest X-ray Disease Diagnosis. CoRR Masoud Monajatipoor, Mozhdeh Rouhsedaghat, Liunian Harold Li, Aichi Chien, C.-C. Jay Kuo, Fabien Scalzo, Kai-Wei Chang
2021	—	`conf`	CT Perfusion Imaging of the Brain with Machine Learning. ISVC (2) Kellen Cheng, Kunakorn Atchaneeyasakul, Zeid Barakat, David S. Liebeskind, Fabien Scalzo
2021	J	`jnl`	Deep Learning for Hemorrhagic Lesion Detection and Segmentation on Brain CT Images. IEEE J. Biomed. Health Informatics Lu Li, Meng Wei, Bo Liu, Kunakorn Atchaneeyasakul, Fugen Zhou, Zehao Pan, Shimran A. Kumar, Jason Y. Zhang, Yuehua Pu, David S. Liebeskind, Fabien Scalzo
2021	—	`conf`	Integrative Radiomics Models To Predict Biopsy Results For Negative Prostate MRI. ISBI Haoxin Zheng, Qi Miao, Steven S. Raman, Fabien Scalzo, Kyung Hyun Sung
2021	J	`jnl`	Intra-domain task-adaptive transfer learning to determine acute ischemic stroke onset time. Comput. Medical Imaging Graph. Haoyue Zhang, Jennifer S. Polson, Kambiz Nael, Noriko Salamon, Bryan Yoo, Suzie El-Saden, Fabien Scalzo, William Speier, Corey W. Arnold
2021	—	`conf`	Time Stretch Computing for Ultrafast Single-shot Data Acquisition and Inference. OFC Bahram Jalali, Tingyi Zhou, Fabien Scalzo
2020	—	`conf`	Conditional GAN for Prediction of Glaucoma Progression with Macular Optical Coherence Tomography. ISVC (2) Osama N. Hassan, Serhat Sahin, Vahid Mohammadzadeh, Xiaohe Yang, Navid Amini, Apoorva Mylavarapu, Jack Martinyan, Tae Hong, Golnoush Mahmoudinezhad, Daniel Rueckert, Kouros Nouri-Mahdavi, Fabien Scalzo
2020	J	`jnl`	Conditional GAN for Prediction of Glaucoma Progression with Macular Optical Coherence Tomography. CoRR Osama N. Hassan, Serhat Sahin, Vahid Mohammadzadeh, Xiaohe Yang, Navid Amini, Apoorva Mylavarapu, Jack Martinyan, Tae Hong, Golnoush Mahmoudinezhad, Daniel Rueckert, Kouros Nouri-Mahdavi, Fabien Scalzo
2020	J	`jnl`	Intra-Domain Task-Adaptive Transfer Learning to Determine Acute Ischemic Stroke Onset Time. CoRR Haoyue Zhang, Jennifer S. Polson, Kambiz Nael, Noriko Salamon, Bryan Yoo, Suzie El-Saden, Fabien Scalzo, William Speier, Corey W. Arnold
2020	J	`jnl`	Objective Assessment of Beat Quality in Transcranial Doppler Measurement of Blood Flow Velocity in Cerebral Arteries. IEEE Trans. Biomed. Eng. Kian Jalaleddini, Seth J. Wilk, Robert B. Hamilton, Nicolas Canac, Samuel G. Thorpe, Michael John O'Brien, Mina Ranjbaran, Benjamin Delay, Amber Y. Dorn, Fabien Scalzo, Corey M. Thibeault
2019	J	`jnl`	A Machine Learning Approach for Classifying Ischemic Stroke Onset Time From Imaging. IEEE Trans. Medical Imaging King Chung Ho, William Speier, Haoyue Zhang, Fabien Scalzo, Suzie El-Saden, Corey W. Arnold
2019	—	`conf`	Angio-AI: Cerebral Perfusion Angiography with Machine Learning. ISVC (1) Ebrahim Feghhi, Yinsheng Zhou, John Tran, David S. Liebeskind, Fabien Scalzo
2019	—	`conf`	Automatic Estimation of Arterial Input Function in Digital Subtraction Angiography. ISVC (1) Alexander Liebeskind, Adit Deshpande, Julie Murakami, Fabien Scalzo
2019	—	`conf`	LSTM Network for Prediction of Hemorrhagic Transformation in Acute Stroke. MICCAI (4) Yannan Yu, Bhargav Parsi, William Speier, Corey W. Arnold, Min Lou, Fabien Scalzo
2019	—	`conf`	Prostate Cancer Inference via Weakly-Supervised Learning using a Large Collection of Negative MRI. ICCV Workshops Ruiming Cao, Xinran Zhong, Fabien Scalzo, Steven S. Raman, Kyung Hyun Sung
2019	J	`jnl`	Prostate cancer inference via weakly-supervised learning using a large collection of negative MRI. CoRR Ruiming Cao, Xinran Zhong, Fabien Scalzo, Steven S. Raman, Kyung Hyun Sung
2018	Misc	`conf`	Automatic Registration of Serial Cerebral Angiography: A Comparative Review. ISVC Alice Tang, Zhiyuan Zhang, Fabien Scalzo
2018	J	`jnl`	Elastic net ensemble classifier for event-related potential based automatic spelling. Biomed. Signal Process. Control. Sunghan Kim, Austin White, Fabien Scalzo, David Collier
2018	J	`jnl`	Prediction of Hemorrhagic Transformation Severity in Acute Stroke From Source Perfusion MRI. IEEE Trans. Biomed. Eng. Yannan Yu, Danfeng Guo, Min Lou, David S. Liebeskind, Fabien Scalzo
2018	Misc	`conf`	Skull Stripping Using Confidence Segmentation Convolution Neural Network. ISVC Kaiyuan Chen, Jingyue Shen, Fabien Scalzo
2018	—	`conf`	Synthetic Perfusion Maps: Imaging Perfusion Deficits in DSC-MRI with Deep Learning. BrainLes@MICCAI (1) Andreas Hess, Raphael Meier, Johannes Kaesmacher, Simon Jung, Fabien Scalzo, David S. Liebeskind, Roland Wiest, Richard McKinley
2018	J	`jnl`	Synthetic Perfusion Maps: Imaging Perfusion Deficits in DSC-MRI with Deep Learning. CoRR Andreas Hess, Raphael Meier, Johannes Kaesmacher, Simon Jung, Fabien Scalzo, David S. Liebeskind, Roland Wiest, Richard McKinley
2017	—	`conf`	Cerebral blood flow velocity pulse onset detection using adaptive thresholding. BHI Shadnaz Asgari, Natalie K. Arevalo, Robert B. Hamilton, Dan Hanchey, Fabien Scalzo
2016	B	`conf`	A temporal deep learning approach for MR perfusion parameter estimation in stroke. ICPR King Chung Ho, Fabien Scalzo, Karthik V. Sarma, Suzie El-Saden, Corey W. Arnold
2016	B	`conf`	Detection of Intracranial Hypertension using Deep Learning. ICPR Benjamin Quachtran, Robert B. Hamilton, Fabien Scalzo
2016	—	`conf`	Extraction of Vascular Intensity Directional Derivative on Computed Tomography Angiography. ISVC (1) Elijah Agbayani, Baixue Jia, Graham Woolf, David S. Liebeskind, Fabien Scalzo
2016	J	`jnl`	Noise reduction in intracranial pressure signal using causal shape manifolds. Biomed. Signal Process. Control. Abhejit Rajagopal, Robert B. Hamilton, Fabien Scalzo
2016	J	`jnl`	Perfusion Angiography in Acute Ischemic Stroke. Comput. Math. Methods Medicine Fabien Scalzo, David S. Liebeskind
2016	—	`conf`	Similarity Metric Learning for 2D to 3D Registration of Brain Vasculature. ISVC (1) Alice Tang, Fabien Scalzo
2016	—	`conf`	Tensor Voting Extraction of Vessel Centerlines from Cerebral Angiograms. ISVC (1) Yu Ding, Mircea Nicolescu, Dan Farmer, Yao Wang, George Bebis, Fabien Scalzo
2016	—	`conf`	Vessel Detection on Cerebral Angiograms Using Convolutional Neural Networks. ISVC (1) Yang Fu, Jiawen Fang, Benjamin Quachtran, Natia Chachkhiani, Fabien Scalzo
2015	—	`conf`	Deep learning of tissue fate features in acute ischemic stroke. BIBM Noah Stier, Nicholas Vincent, David S. Liebeskind, Fabien Scalzo
2015	—	`conf`	Detection of hyperperfusion on arterial spin labeling using deep learning. BIBM Nicholas Vincent, Noah Stier, Songlin Yu, David S. Liebeskind, Danny J. J. Wang, Fabien Scalzo
2015	J	`jnl`	Ensemble of sparse classifiers for high-dimensional biological data. Int. J. Data Min. Bioinform. Sunghan Kim, Fabien Scalzo, Donatello Telesca, Xiao Hu
2015	—	`conf`	Probabilistic Labeling of Cerebral Vasculature on MR Angiography. ISVC (1) Benjamin Quachtran, Sunil Sheth, Jeffrey L. Saver, David S. Liebeskind, Fabien Scalzo
2014	—	`conf`	Pediatric heart sound segmentation using Hidden Markov Model. EMBC Pouye Sedighian, Andrew W. Subudhi, Fabien Scalzo, Shadnaz Asgari
2013	J	`jnl`	Reducing False Intracranial Pressure Alarms Using Morphological Waveform Features. IEEE Trans. Biomed. Eng. Fabien Scalzo, David S. Liebeskind, Xiao Hu
2012	J	`jnl`	Bayesian tracking of intracranial pressure signal morphology. Artif. Intell. Medicine Fabien Scalzo, Shadnaz Asgari, Sunghan Kim, Marvin Bergsneider, Xiao Hu
2012	J	`jnl`	Noninvasive Intracranial Pressure Assessment Based on a Data-Mining Approach Using a Nonlinear Mapping Function. IEEE Trans. Biomed. Eng. Sunghan Kim, Fabien Scalzo, Marvin Bergsneider, Paul M. Vespa, Neil Martin, Xiao Hu
2010	—	`conf`	Computational Hemodynamics in Intracranial Vessels Reconstructed from Biplane Angiograms. ISVC (3) Fabien Scalzo, Qing Hao, Alan M. Walczak, Xiao Hu, Yiemeng Hoi, Kenneth R. Hoffmann, David S. Liebeskind
2010	—	`conf`	Tissue Fate Prediction in Acute Ischemic Stroke Using Cuboid Models. ISVC (2) Fabien Scalzo, Qing Hao, Jeffrey R. Alger, Xiao Hu, David S. Liebeskind
2009	J	`jnl`	Morphological Clustering and Analysis of Continuous Intracranial Pressure. IEEE Trans. Biomed. Eng. Xiao Hu, Peng Xu, Fabien Scalzo, Paul M. Vespa, Marvin Bergsneider
2009	J	`jnl`	Regression analysis for peak designation in pulsatile pressure signals. Medical Biol. Eng. Comput. Fabien Scalzo, Peng Xu, Shadnaz Asgari, Marvin Bergsneider, Xiao Hu
2008	B	`conf`	Feature Fusion Hierarchies for gender classification. ICPR Fabien Scalzo, George Bebis, Mircea Nicolescu, Leandro A. Loss, Alireza Tavakkoli
2008	—	`conf`	Random Subwindows for Robust Peak Recognition in Intracranial Pressure Signals. ISVC (1) Fabien Scalzo, Peng Xu, Marvin Bergsneider, Xiao Hu
2007	A*	`conf`	Adaptive Patch Features for Object Class Recognition with Learned Hierarchical Models. CVPR Fabien Scalzo, Justus H. Piater
2006	—	`conf`	Unsupervised Learning of Dense Hierarchical Appearance Represe. ICPR (2) Fabien Scalzo, Justus H. Piater
2005	—	`conf`	Statistical Learning of Visual Feature Hierarchies. CVPR Workshops Fabien Scalzo, Justus H. Piater
2005	—	`conf`	Task-Driven Learning of Spatial Combinations of Visual Features. CVPR Workshops Sébastien Jodogne, Fabien Scalzo, Justus H. Piater
2005	—	`conf`	Unsupervised Learning of Visual Feature Hierarchies. MLDM Fabien Scalzo, Justus H. Piater