Seth J. Berkowitz

According to our database, Seth J. Berkowitz authored at least 15 papers between 2019 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

Bidirectional Captioning for Clinically Accurate and Interpretable Models.

Keegan Quigley, Miriam Cha, Josh Barua, Geeticka Chauhan, Seth J. Berkowitz, Steven Horng, Polina Golland

CoRR, 2023

Sample-Specific Debiasing for Better Image-Text Models.

Peiqi Wang, Yingcheng Liu, Ching-Yun Ko, William M. Wells III, Seth J. Berkowitz, Steven Horng, Polina Golland

Proceedings of the Machine Learning for Healthcare Conference, 2023

Using Multiple Instance Learning to Build Multimodal Representations.

Peiqi Wang, William M. Wells III, Seth J. Berkowitz, Steven Horng, Polina Golland

Proceedings of the Information Processing in Medical Imaging, 2023

Characterizing the Progression of Pulmonary Edema Severity: Can Pairwise Comparisons in Radiology Reports Help?

Stephanie M. Hu, Steven Horng, Seth J. Berkowitz, Ruizhi Liao, Rahul G. Krishnan, Li-Wei H. Lehman, Roger G. Mark

Proceedings of the Computing in Cardiology, 2023

2022

Interactive Multimedia Reporting Technical Considerations: HIMSS-SIIM Collaborative White Paper.

Seth J. Berkowitz, David Kwan, Toby C. Cornish, Elliot Lewis Silver, Karen S. Thullner, Alex Aisen, Marilyn M. Bui, Shawn D. Clark, David A. Clunie, Monief Eid, Douglas J. Hartman, Kinson Ho, Andrei Leontiev, Damien M. Luviano, Peter E. O'Toole, Anil V. Parwani, Nielsen S. Pereira, Veronica Rotemberg, David J. Vining, Cree M. Gaskin, Christopher J. Roth, Les R. Folio

J. Digit. Imaging, 2022

RadTex: Learning Efficient Radiograph Representations from Text Reports.

Keegan Quigley, Miriam Cha, Ruizhi Liao, Geeticka Chauhan, Steven Horng, Seth J. Berkowitz, Polina Golland

Proceedings of the Resource-Efficient Medical Image Analysis - First MICCAI Workshop, 2022

2021

Do as AI say: susceptibility in deployment of clinical decision-aids.

Susanne Gaube, Harini Suresh, Martina Raue, Alexander Merritt, Seth J. Berkowitz, Eva Lermer, Joseph F. Coughlin, John V. Guttag, Errol Colak, Marzyeh Ghassemi

npj Digit. Medicine, 2021

Multispecialty Enterprise Imaging Workgroup Consensus on Interactive Multimedia Reporting Current State and Road to the Future: HIMSS-SIIM Collaborative White Paper.

Christopher J. Roth, David A. Clunie, David J. Vining, Seth J. Berkowitz, Alejandro Berlin, Jean-Pierre Bissonnette, Shawn D. Clark, Toby C. Cornish, Monief Eid, Cree M. Gaskin, Alexander K. Goel, Genevieve C. Jacobs, David Kwan, Damien M. Luviano, Morgan P. McBee, Kelly Miller, Abdul Moiz Hafiz, Ceferino Obcemea, Anil V. Parwani, Veronica Rotemberg, Elliot Lewis Silver, Erik S. Storm, James E. Tcheng, Karen S. Thullner, Les R. Folio

J. Digit. Imaging, 2021

Image Classification with Consistent Supporting Evidence.

Peiqi Wang, Ruizhi Liao, Daniel Moyer, Seth J. Berkowitz, Steven Horng, Polina Golland

Proceedings of the Machine Learning for Health, 2021

Multimodal Representation Learning via Maximization of Local Mutual Information.

Ruizhi Liao, Daniel Moyer, Miriam Cha, Keegan Quigley, Seth J. Berkowitz, Steven Horng, Polina Golland, William M. Wells III

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2021 - 24th International Conference, Strasbourg, France, September 27, 2021

2020

Point of Care Image Capture with a Custom Smartphone Application: Experience with an Encounter-Based Workflow.

Oren J. Mechanic, Nicholas D. Kurtzman, David T. Chiu, Larry A. Nathanson, Seth J. Berkowitz

J. Digit. Imaging, 2020

Deep Learning to Quantify Pulmonary Edema in Chest Radiographs.

Steven Horng, Ruizhi Liao, Xin Wang, Sandeep Dalal, Polina Golland, Seth J. Berkowitz

CoRR, 2020

Joint Modeling of Chest Radiographs and Radiology Reports for Pulmonary Edema Assessment.

Geeticka Chauhan, Ruizhi Liao, William M. Wells III, Jacob Andreas, Xin Wang, Seth J. Berkowitz, Steven Horng, Peter Szolovits, Polina Golland

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2020, 2020

2019

Semi-supervised Learning for Quantification of Pulmonary Edema in Chest X-Ray Images.

Ruizhi Liao, Jonathan Rubin, Grace Lam, Seth J. Berkowitz, Sandeep Dalal, William M. Wells III, Steven Horng, Polina Golland

CoRR, 2019

MIMIC-CXR: A large publicly available database of labeled chest radiographs.

Alistair E. W. Johnson, Tom J. Pollard, Seth J. Berkowitz, Nathaniel R. Greenbaum, Matthew P. Lungren, Chih-ying Deng, Roger G. Mark, Steven Horng

CoRR, 2019