An Enhanced SMART-RECON Algorithm for Time-Resolved C-Arm Cone-Beam CT Imaging. - Yinsheng Li; John W. Garrett; Ke Li; Charles Strother; Guang-Hong Chen (IEEE Trans. Medical Imaging, 2020)

COVID-19 pneumonia diagnosis using chest x-ray radiograph and deep learning. - Dalton Griner; Ran Zhang 009; Xin Tie; Chengzhu Zhang; John W. Garrett; Ke Li 033; Guang-Hong Chen (Computer-Aided Diagnosis, 2021)

A Generalizable Artificial Intelligence Model for COVID-19 Classification Task Using Chest X-ray Radiographs: Evaluated Over Four Clinical Datasets with 15, 097 Patients. - Ran Zhang 009; Xin Tie; John W. Garrett; Dalton Griner; Zhihua Qi; Nicholas B. Bevins; Scott B. Reeder; Guang-Hong Chen (CoRR, 2022)

Automatic Personalized Impression Generation for PET Reports Using Large Language Models. - Xin Tie; Muheon Shin; Ali Pirasteh; Nevein Ibrahim; Zachary Huemann; Sharon M. Castellino; Kara M. Kelly; John W. Garrett; Junjie Hu 001; Steve Y. Cho; Tyler J. Bradshaw (CoRR, 2023)

Knowledge-Grounded Adaptation Strategy for Vision-Language Models: Building a Unique Case-Set for Screening Mammograms for Residents Training. - Aisha Urooj Khan; John W. Garrett; Tyler J. Bradshaw; Lonie Salkowski; Jiwoong Jason Jeong; Amara Tariq; Imon Banerjee (MICCAI (12), 2024)

MedImageInsight: An Open-Source Embedding Model for General Domain Medical Imaging. - Noel C. F. Codella; Ying Jin; Shrey Jain; Yu Gu; Ho Hin Lee; Asma Ben Abacha; Alberto Santamaría-Pang; Will Guyman; Naiteek Sangani; Sheng Zhang; Hoifung Poon; Stephanie L. Hyland; et al. (CoRR, 2024)

From Embeddings to Accuracy: Comparing Foundation Models for Radiographic Classification. - Xue Li; Jameson Merkow; Noel C. F. Codella; Alberto Santamaría-Pang; Naiteek Sangani; Alexander Ersoy; Christopher Burt; John W. Garrett; Richard J. Bruce; Joshua D. Warner; Tyler J. Bradshaw; Ivan Tarapov; et al. (CoRR, 2025)