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Exploring Image Augmentations for Siamese Representation Learning with Chest X-Rays


Jan 30, 2023
Rogier van der Sluijs, Nandita Bhaskhar, Daniel Rubin, Curtis Langlotz, Akshay Chaudhari

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* Equal contributions. Keywords: Data Augmentations, Self-Supervised Learning, Medical Imaging, Chest X-rays, Siamese Representation Learning 

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ATCON: Attention Consistency for Vision Models


Oct 18, 2022
Ali Mirzazadeh, Florian Dubost, Maxwell Pike, Krish Maniar, Max Zuo, Christopher Lee-Messer, Daniel Rubin

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* WACV 2023 

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Contrastive learning-based pretraining improves representation and transferability of diabetic retinopathy classification models


Aug 24, 2022
Minhaj Nur Alam, Rikiya Yamashita, Vignav Ramesh, Tejas Prabhune, Jennifer I. Lim, R. V. P. Chan, Joelle Hallak, Theodore Leng, Daniel Rubin

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The Importance of Background Information for Out of Distribution Generalization


Jun 17, 2022
Jupinder Parmar, Khaled Saab, Brian Pogatchnik, Daniel Rubin, Christopher Ré

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* 6 pages, 2 figures 

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Label-Efficient Self-Supervised Federated Learning for Tackling Data Heterogeneity in Medical Imaging


May 17, 2022
Rui Yan, Liangqiong Qu, Qingyue Wei, Shih-Cheng Huang, Liyue Shen, Daniel Rubin, Lei Xing, Yuyin Zhou

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* Code and trained models are available at: https://github.com/rui-yan/SSL-FL 

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Masked Co-attentional Transformer reconstructs 100x ultra-fast/low-dose whole-body PET from longitudinal images and anatomically guided MRI


May 09, 2022
Yan-Ran, Wang, Liangqiong Qu, Natasha Diba Sheybani, Xiaolong Luo, Jiangshan Wang, Kristina Elizabeth Hawk, Ashok Joseph Theruvath, Sergios Gatidis, Xuerong Xiao, Allison Pribnow, Daniel Rubin, Heike E. Daldrup-Link

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* This submission has been removed by arXiv administrators because the submitter did not have the right to assign the license at the time of submission 

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Multimodal spatiotemporal graph neural networks for improved prediction of 30-day all-cause hospital readmission


Apr 14, 2022
Siyi Tang, Amara Tariq, Jared Dunnmon, Umesh Sharma, Praneetha Elugunti, Daniel Rubin, Bhavik N. Patel, Imon Banerjee

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Automated Detection of Patients in Hospital Video Recordings


Nov 28, 2021
Siddharth Sharma, Florian Dubost, Christopher Lee-Messer, Daniel Rubin

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RadFusion: Benchmarking Performance and Fairness for Multimodal Pulmonary Embolism Detection from CT and EHR


Nov 27, 2021
Yuyin Zhou, Shih-Cheng Huang, Jason Alan Fries, Alaa Youssef, Timothy J. Amrhein, Marcello Chang, Imon Banerjee, Daniel Rubin, Lei Xing, Nigam Shah, Matthew P. Lungren

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* RadFusion dataset: https://stanfordaimi.azurewebsites.net/datasets/3a7548a4-8f65-4ab7-85fa-3d68c9efc1bd 

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