Gregory Holste

PhD student, University of Texas at Austin

Joined

January 2023

Names

Gregory Holste (Preferred)

Emails

****@utexas.edu (Confirmed)

Personal Links

Homepage

Google Scholar

DBLP

Career & Education History

PhD student

University of Texas at Austin (utexas.edu)

2021 – Present

Researcher

Michigan State University (msu.edu)

2019 – 2021

Advisors, Relations & Conflicts

PhD Advisor

Zhangyang Wang

2021 – Present

Expertise

Computer-aided diagnosis

Present

Medical image analysis

Present

Self-supervised learning

Present

Publications

Artificial Intelligence-Enabled Echocardiography as a Surrogate for Multimodality Aortic Stenosis Imaging: Post Hoc Analysis of a Clinical Trial
Evangelos K. Oikonomou, Neil J. Craig, Gregory Holste, Sumukh Vasisht Shankar, Audrey C. White, Menaka Mahendran, David E. Newby, Marc R. Dweck, Rohan Khera
- Circulation: Cardiovascular Imaging
- Readers: Everyone
Deep Rib Fracture Instance Segmentation and Classification From CT on the RibFrac Challenge
Jiancheng Yang, Rui Shi, Liang Jin, Xiaoyang Huang, Kaiming Kuang, Donglai Wei, Shixuan Gu, Jianying Liu, Pengfei Liu, Zhizhong Chai, Yongjie Xiao, Hao Chen, Liming Xu, Bang Du, Xiangyi Yan, Hao Tang, Adam M. Alessio, Gregory Holste, Jiapeng Zhang, Xiaoming Wang et al. (5 additional authors not shown)
- IEEE Trans. Medical Imaging 2025
- Readers: Everyone
CXR-LT 2024: A MICCAI challenge on long-tailed, multi-label, and zero-shot disease classification from chest X-ray
Mingquan Lin, Gregory Holste, Song Wang, Yiliang Zhou, Yishu Wei, Imon Banerjee, Pengyi Chen, Tianjie Dai, Yuexi Du, Nicha C. Dvornek, Yuyan Ge, Zuwei Guo, Shouhei Hanaoka, Dongkyun Kim, Pablo Messina, Yang Lu, Denis Parra, Donghyun Son, Álvaro Soto, Aisha Urooj et al. (14 additional authors not shown)
- Medical Image Anal. 2025
- Readers: Everyone
PanEcho: Complete AI-enabled echocardiography interpretation with multi-task deep learning
Gregory Holste, Evangelos K. Oikonomou, Márton Tokodi, Attila Kovács, Zhangyang Wang, Rohan Khera
- Crossref
- Readers: Everyone
Improving Fairness of Automated Chest X-ray Diagnosis by Contrastive Learning
Mingquan Lin, Tianhao Li, Zhaoyi Sun, Gregory Holste, Ying Ding, Fei Wang, George Shih, Yifan Peng
- CoRR 2024
- Readers: Everyone
Harnessing the power of longitudinal medical imaging for eye disease prognosis using Transformer-based sequence modeling
Gregory Holste, Mingquan Lin, Ruiwen Zhou, Fei Wang, Lei Liu, Qi Yan, Sarah Van Tassel, Kyle Kovacs, Emily Y. Chew, Zhiyong Lu, Zhangyang Wang, Yifan Peng
- CoRR 2024
- Readers: Everyone
Deep Rib Fracture Instance Segmentation and Classification from CT on the RibFrac Challenge
Jiancheng Yang, Rui Shi, Liang Jin, Xiaoyang Huang, Kaiming Kuang, Donglai Wei, Shixuan Gu, Jianying Liu, Pengfei Liu, Zhizhong Chai, Yongjie Xiao, Hao Chen, Liming Xu, Bang Du, Xiangyi Yan, Hao Tang, Adam M. Alessio, Gregory Holste, Jiapeng Zhang, Xiaoming Wang et al. (5 additional authors not shown)
- CoRR 2024
- Readers: Everyone
Biometric contrastive learning for data-efficient deep learning from electrocardiographic images
Veer Sangha, Akshay Khunte, Gregory Holste, Bobak J. Mortazavi, Zhangyang Wang, Evangelos K. Oikonomou, Rohan Khera
- J. Am. Medical Informatics Assoc. 2024
- Readers: Everyone
Towards long-tailed, multi-label disease classification from chest X-ray: Overview of the CXR-LT challenge
Gregory Holste, Yiliang Zhou, Song Wang, Ajay Jaiswal, Mingquan Lin, Sherry Zhuge, Yuzhe Yang, Dongkyun Kim, Trong-Hieu Nguyen Mau, Minh-Triet Tran, Jaehyup Jeong, Wongi Park, Jongbin Ryu, Feng Hong, Arsh Verma, Yosuke Yamagishi, Changhyun Kim, Hyeryeong Seo, Myungjoo Kang, Leo Anthony Celi et al. (5 additional authors not shown)
- Medical Image Anal. 2024
- Readers: Everyone

View all 24 publications

Co-Authors

View all 119 co-authors