Interpreting Radiologist’s Intention from Eye Movements in Chest X-ray Diagnosis Trong-Thang Pham, Anh Nguyen, Zhigang Deng, Carol C. Wu, Hien Van Nguyen, Ngan Hoang Le, Proceedings of the 33rd ACM International Conference on Multimedia (MM) 2025, October 27-31, 2025, Dublin, Ireland, ACM Press. pp. 257 – 266. [Outstanding Paper Award (in content theme)] [pdf]
CTGaze: A Dataset and Baselines for Visual Attention Modeling in CT Diagnostics Trong-Thang Pham, Akash Awasthi, Saba Khan, Tien-Phat Nguyen, Ngoc Son Nguyen, Cuong Tran Van, Zhigang Deng, Carol C. Wu, Hien Van Nguyen, Ngan Hoang Le, Proceedings of the International Conference on Computer Vision (ICCV) 2025, Oct 19 – 23th, 2025, Honolulu, Hawai’i, pp. …
MAARTA: Multi-Agentic Radiology Teaching Assistant Akash Awasthi, Brandon Chung, Anh Mai Vu, Ngan Hoang Le, Zhigang Deng, Carol C. Wu, Hien Van Nguyen, Proceedings of the 28th International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI) 2025, Daejeon, Republic of Korea, September 23-27, 2025, pp. 358 – 368. [pdf]
A Collaborative Approach Integrating AI and Human Expertise to Improve Detection of Abnormalities on Chest Radiographs through Correction of Perceptual Errors Akash Awasthi, Ngan Le, Zhigang Deng, Carol C. Wu, and Hien Van Nguyen, Radiology: Artificial Intelligence, 7(5), September 2025, RSNA Press. [pdf]
HySim: Towards Development of a Surgical Simulation Framework with Improved Visual and Tactile Realism Waseem Palliyali, Hawa Hamza, Santu Paul, Ali Baig, Abdulla Al-Ansari, Omar Aboumarzouk, Zhigang Deng, Nikhil V. Navkar, Virtual Reality, Volume 29, Article 111, July 2025, Springer Press. [pdf]
Modeling radiologists’ cognitive processes using a digital gaze twin to enhance radiology training Akash Awasthi, Anh Vu Mai, Ngan Le, Zhigang Deng, Supratik Maulik, Rishi Agrawal, Carol C. Wu, and Hien V. Nguyen, Scientific Reports, Volume 15, article number 13685, April 2025, Nature Press. [pdf]
ItpCtrl-AI: End-to-End Interpretable and Controllable Artificial Intelligence by Modeling Radiologists’ Intentions Trong-Thang Phama, Jacob Brecheisen, Carol C. Wu, Hien Nguyen, Zhigang Deng, Donald Adjeroh, Gianfranco Doretto, Arabinda Choudhary, Ngan Le Artificial Intelligence in Medicine (AIM), Volume 160, Article 103054, Elsevier Press. [pdf]
Bridging Human and Machine Intelligence: Reverse-Engineering Radiologist Intentions for Clinical Trust and Adoption Akash Awasthi, Ngan Le, Zhigang Deng, Rishi Agrawal, Carol C. Wu, and Hien Nguyen, Computational and Structural Biotechnology Journal (CSBJ), 24(2024), pp. 711–723, Elsevier Press. [Invited Article] [pdf]
GazeSearch: Radiology Findings Search Benchmark Trong-Thang Phama, Tien-Phat Nguyen, Yuki Ikebe, Akash Awasthi, Zhigang Deng, Carol Wu, Hien Nguyen, and Ngan Le, Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) 2025, Tucson, Arizona, Feb 28 – March 4, 2025. [oral paper] [pdf]
A Holographic Telementoring System Depicting Surgical Instrument Movements for Real-time Guidance in Open Surgeries Malek Anabtawi, Dehlela Shabir, Jhasketan Padhan, Abdulla Al Ansari, Omar M Aboumarzouk, Zhigang Deng, Nikhil V. Navkar, Computer Methods and Programs in Biomedicine (CMPB), 256(2024), pp. 108396, Elsevier Press. [pdf]