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Creation and Validation of a Chest X-Ray Dataset with Eye-tracking and Report Dictation for AI Development


Oct 08, 2020
Alexandros Karargyris, Satyananda Kashyap, Ismini Lourentzou, Joy Wu, Arjun Sharma, Matthew Tong, Shafiq Abedin, David Beymer, Vandana Mukherjee, Elizabeth A Krupinski, Mehdi Moradi


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Creation and Validation of a Chest X-Ray Dataset with Eye-tracking and Report Dictation for AI Tool Development


Sep 15, 2020
Alexandros Karargyris, Satyananda Kashyap, Ismini Lourentzou, Joy Wu, Arjun Sharma, Matthew Tong, Shafiq Abedin, David Beymer, Vandana Mukherjee, Elizabeth A Krupinski, Mehdi Moradi


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Automatic Diagnosis of Pulmonary Embolism Using an Attention-guided Framework: A Large-scale Study


May 29, 2020
Luyao Shi, Deepta Rajan, Shafiq Abedin, Manikanta Srikar Yellapragada, David Beymer, Ehsan Dehghan

* MIDL 2020 Full Paper 

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Pi-PE: A Pipeline for Pulmonary Embolism Detection using Sparsely Annotated 3D CT Images


Oct 21, 2019
Deepta Rajan, David Beymer, Shafiqul Abedin, Ehsan Dehghan

* 2019 NeurIPS ML4H (Proceedings of Machine Learning Research) 

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Generalization Studies of Neural Network Models for Cardiac Disease Detection Using Limited Channel ECG


Jan 05, 2019
Deepta Rajan, David Beymer, Girish Narayan

* IEEE Computing in Cardiology (CinC) 2018 

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Disease Detection in Weakly Annotated Volumetric Medical Images using a Convolutional LSTM Network


Dec 03, 2018
Nathaniel Braman, David Beymer, Ehsan Dehghan

* Machine Learning for Health (ML4H) Workshop at NeurIPS 2018 arXiv:1811.07216 Medical Imaging Meets NeurIPS Workshop at NeurIPS 2018 

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