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Picture for Fabien Scalzo

BERTHop: An Effective Vision-and-Language Model for Chest X-ray Disease Diagnosis


Aug 10, 2021
Masoud Monajatipoor, Mozhdeh Rouhsedaghat, Liunian Harold Li, Aichi Chien, C. -C. Jay Kuo, Fabien Scalzo, Kai-Wei Chang

* 10 pages, 8 figures, Accepted in ICCV workshop 

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Intra-Domain Task-Adaptive Transfer Learning to Determine Acute Ischemic Stroke Onset Time


Nov 05, 2020
Haoyue Zhang, Jennifer S Polson, Kambiz Nael, Noriko Salamon, Bryan Yoo, Suzie El-Saden, Fabien Scalzo, William Speier, Corey W Arnold


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Conditional GAN for Prediction of Glaucoma Progression with Macular Optical Coherence Tomography


Sep 28, 2020
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


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Prostate cancer inference via weakly-supervised learning using a large collection of negative MRI


Oct 05, 2019
Ruiming Cao, Xinran Zhong, Fabien Scalzo, Steven Raman, Kyung hyun Sung

* 6 pages, 5 figures, 2019 International Conference on Computer Vision - Visual Recognition for Medical Images Workshop 

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Synthetic Perfusion Maps: Imaging Perfusion Deficits in DSC-MRI with Deep Learning


Jun 11, 2018
Andreas Hess, Raphael Meier, Johannes Kaesmacher, Simon Jung, Fabien Scalzo, David Liebeskind, Roland Wiest, Richard McKinley


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