Judy Gichoya

Joined

January 2022

Names

Judy Gichoya (Preferred)

Emails

****@emory.edu (Confirmed)

Personal Links

Google Scholar

ORCID

Career & Education History

Associate Professor

Emory University (emory.edu)

2023 – 2025

Assistant Professor

Emory University (emory.edu)

2019 – 2023

Advisors, Relations & Conflicts

Coauthor

Mengling Feng

2019 – 2025

Coauthor

Imon Banerjee

2019 – 2025

Expertise

Artificial Intelligence

2019 – 2025

Radiology

2013 – 2025

Health/medicine

2009 – 2025

Publications

Teaching AI for Radiology Applications: A Multisociety-Recommended Syllabus from the AAPM, ACR, RSNA, and SIIM
Felipe Kitamura, Timothy Kline, Daniel Warren, Linda Moy, Roxana Daneshjou, Farhad Maleki, Igor Santos, Judy Gichoya, Walter Wiggins, Brian Bialecki, Kevin O'Donnell, Adam E. Flanders, Matt Morgan, Nabile Safdar, Katherine P. Andriole, Raym Geis, Bibb Allen, Keith Dreyer, Matt Lungren, Monica J. Wood et al. (11 additional authors not shown)
- Radiology: Artificial Intelligence
- Readers: Everyone
Enabling chronic obstructive pulmonary disease diagnosis through chest X-rays: A multi-site and multi-modality study
Ryan Wang, Li-Ching Chen, Lama Moukheiber, Kenneth Seastedt, Mira Moukheiber, Dana Moukheiber, Zachary Zaiman, Sulaiman Moukheiber, Tess Litchman, Hari Trivedi, Rebecca Steinberg, Judy Gichoya, Po-Chih Kuo, Leo Anthony Celi
- OpenReview Archive Direct Upload
- Readers: Everyone
Drop the shortcuts: image augmentation improves fairness and decreases AI detection of race and other demographics from medical images
Ryan Wang, Li-Ching Chen, Po-Chih Kuo, Kenneth Seastedt, Judy Gichoya, Leo Anthony Celi
- OpenReview Archive Direct Upload
- Readers: Everyone
Comparative Evaluation of Deep Learning and Foundation Model Embeddings for Osteoarthritis Feature Classification in Knee Radiographs
Mohammadreza Chavoshi, Hari Trivedi, Janice Newsome, Aawez Mansuri, Frank Li, Theo Dapamede, Bardia Khosravi, Judy Gichoya
- Journal of Imaging Informatics in Medicine
- Readers: Everyone
The Limits of Fair Medical Imaging AI in Real-World Generalization
Yuzhe Yang, Haoran Zhang, Judy Gichoya, Dina Katabi, Marzyeh Ghassemi
- Nature Medicine
- Readers: Everyone
Summary of the National Cancer Institute 2023 Virtual Workshop on Medical Image De-identification—Part 2: Pathology Whole Slide Image De-identification, De-facing, the Role of AI in Image De-identification, and the NCI MIDI Datasets and Pipeline
David Clunie, Adam Taylor, Tom Bisson, David Gutman, Ying Xiao, Christopher G. Schwarz, Douglas Greve, Judy Gichoya, George Shih, Adrienne Kline, Ben Kopchick, Keyvan Farahani
- Journal of Imaging Informatics in Medicine
- Readers: Everyone
DICOM LUT is a Key Step in Medical Image Preprocessing Towards AI Generalizability
Theo Dapamede, Frank Li, Bardia Khosravi, Saptarshi Purkayastha, Hari Trivedi, Judy Gichoya
- Journal of Imaging Informatics in Medicine
- Readers: Everyone
Multimodal artificial intelligence models for radiology
Amara Tariq, Imon Banerjee, Hari Trivedi, Judy Gichoya
- BJR|Artificial Intelligence
- Readers: Everyone
Principles and implementation strategies for equitable and representative academic partnerships in global health informatics research
Elizabeth Campbell, Oliver J Bear Don’t Walk IV, Hamish Fraser, Judy Gichoya, Kavishwar B Wagholikar, Andrew S Kanter, Felix Holl, Sansanee Craig
- Journal of the American Medical Informatics Association
- Readers: Everyone
Assessing the potential of GPT-4 to perpetuate racial and gender biases in health care: a model evaluation study
Travis Zack, Eric Lehman, Mirac Suzgun, Jorge A Rodriguez, Leo Anthony Celi, Judy Gichoya, Peter Szolovits, Dan Jurafsky, David Bates, Raja-Elie Abdulnour, Atul J. Butte, Emily Alsentzer
- Lancet Digital Health
- Readers: Everyone

View all 20 publications

Co-Authors

View all 157 co-authors