A Real-Time Markerless Approach for 3D Pose Estimation of Laparoscopic Instruments in Surgical Training Simulators Dehlela Shabir, Jhasketan Padhan, Nihal Abdulrahiman, Omar Aboumarzouk, Zhigang Deng, Khaled Shaban, Nikhil V. Navkar, IEEE Access, Volume 13, Dec 2025, pp. 216646 – 216662, IEEE Press. [pdf]
Robust Differentiable Sketch Rendering for Single-View 3D Reconstruction Aobo Jin, Qixin Deng, Lei Si, and Zhigang Deng, Computer Graphics Forum (CGF), Eurographics Association, [accepted in November 2025] [pdf]
Mixed Reality Based Training Simulator for Learning Scope Maneuvering Skills in Hysteroscopy Waseem Palliyali, Hawa Hamza, Mohammad Khorasani, Omar Aboumarzouk, Abdulla Al Ansari, Zhigang Deng, and Nikhil V. Navkar, Virtual Reality (VR), Volume 30, Article 19, 2026, pages 19:1 – 19:14, Springer Press. [pdf]
Structural Chain of Thoughts for Radiology Education Akash Awasthi, Brandon Chung, Anh Mai Vu, Saba Khan, Ngan Hoang Le, Zhigang Deng, Rishi Agrawal, Carol C. Wu, Hien Van Nguyen, Knowledge-Based Systems (KBS), Volume 330, Part A, November 2025, 114433, Elsevier Press. [pdf]
Enhancing Gaze Prediction in Multi-Party Conversations via Speaker-Aware Multimodal Adaptation Meng-Chen Lee, and Zhigang Deng, Proceeding of the 27th ACM International Conference on Multimodal Interaction (ICMI) 2025, Oct 13 -17, 2025, Canberra, Australia, ACM Press, pp. 200 – 208. [oral] [pdf]
Learning Multimodal Motion Cues for Online End-of-Turn Prediction in Multi-Party Dialogue Meng-Chen Lee, and Zhigang Deng, Proceeding of the 27th ACM International Conference on Multimodal Interaction (ICMI) 2025, Oct 13 -17, 2025, Canberra, Australia, ACM Press, pp. 265 – 274. [pdf]
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]