HyMNet: a Multimodal Deep Learning System for Hypertension Classification using Fundus Photographs and Cardiometabolic Risk Factors. - Mohammed Baharoon; Hessa Almatar; Reema Alduhayan; Tariq Aldebasi; Badr Alahmadi; Yahya Bokhari; Mohammed Alawad; Ahmed Almazroa; Abdulrhman Aljouie (CoRR, 2023)

Towards General Purpose Vision Foundation Models for Medical Image Analysis: An Experimental Study of DINOv2 on Radiology Benchmarks. - Mohammed Baharoon; Waseem Qureshi; Jiahong Ouyang; Yanwu Xu 003; Abdulrhman Aljouie; Wei Peng 009 (CoRR, 2023)

Segment Anything in Medical Images and Videos: Benchmark and Deployment. - Jun Ma; Sumin Kim; Feifei Li; Mohammed Baharoon; Reza Asakereh; Hongwei Lyu; Bo Wang (CoRR, 2024)

Harmony: A Joint Self-Supervised and Weakly-Supervised Framework for Learning General Purpose Visual Representations. - Mohammed Baharoon; Jonathan Klein; Dominik L. Michels (Trans. Mach. Learn. Res., 2025)

MedSAM2: Segment Anything in 3D Medical Images and Videos. - Jun Ma; Zongxin Yang; Sumin Kim; Bihui Chen; Mohammed Baharoon; Adibvafa Fallahpour; Reza Asakereh; Hongwei Lyu; Bo Wang (CoRR, 2025)

Exploring the Design Space of 3D MLLMs for CT Report Generation. - Mohammed Baharoon; Jun Ma; Congyu Fang; Augustin Toma; Bo Wang (CoRR, 2025)

ReXGroundingCT: A 3D Chest CT Dataset for Segmentation of Findings from Free-Text Reports. - Mohammed Baharoon; Luyang Luo; Michael Moritz; Abhinav Kumar; Sung Eun Kim; Xiaoman Zhang; Miao Zhu; Mahmoud Hussain Alabbad; Maha Sbayel Alhazmi; Neel P. Mistry; Kent Ryan Kleinschmidt; Brady Chrisler; et al. (CoRR, 2025)

Voice-guided Orchestrated Intelligence for Clinical Evaluation (VOICE): A Voice AI Agent System for Prehospital Stroke Assessment. - Julián Nicolás Acosta; Scott J. Adams; Julius Kernbach; Romain Hardy; Sung Eun Kim; Luyang Luo; Xiaoman Zhang; Shreya Johri; Mohammed Baharoon; Pranav Rajpurkar (CoRR, 2025)