MedGaze: A Digital Gaze Twin for Modeling Radiologists’ Cognitive Processes 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, Nature Press, [accepted in April 2025]
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. [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]
Large Scale Farm Scene Modeling from Remote Sensing Imagery Zhiqi Xiao, Hao Jiang, Zhigang Deng, Wenwei Han, Ran Li, and Zhaoqi Wang, ACM Transactions on Graphics, (special issue for ACM SIGGRAPH Asia 2024 Journal Papers), 43(6), December 2024, Articl 260, 12 pages, December 2024. [pdf] [Video] [Supplemental Document]
Dense Crowd Motion Prediction through Density and Trend Maps Tingting Wang, Qiang Fu, Minggang Wang, Huikun Bi, Qixin Deng, and Zhigang Deng, Proceeding of Pacific Graphics (PG) 2024, Huangshan, China, Oct 13-16, 2024. [pdf]
Online Multimodal End-of-turn Prediction for Three-party Conversations Meng-Chen Lee, and Zhigang Deng, Proceeding of ACM International Conference on Multimodal Interaction (ICMI) 2024, Costa Rica, Nov 4-8, 2024, pp. 57-65. [Best Paper Runner-up Award] [pdf]
Toward Socially-Aware Interactive Virtual Agents: Generating Multi-Modal Agent Behaviors Bhasura S. Gunawardhana, Yunxiang Zhang, Qi Sun, and Zhigang Deng, Proceedings of 23rd IEEE International Symposium on Mixed and Augmented Reality (ISMAR) 2024, Seattle, USA, Oct 21- 25, 2024, pp. 1068-1077. [pdf] [Video] [Project Page (with code and dataset)]
A Computational Study on Sentence-based Next Speaker Prediction in Multiparty Conversations Meng-Chen Lee, Wu Angela Li, and Zhigang Deng, Proceeding of ACM International Conference on Intelligent Virtual Agents (IVA) 2024, , September 16–19, 2024, Glasgow, UK, ACM Press, pages 23:1 – 23:4. [pdf]