CAPE: CAM as a Probabilistic Ensemble for Enhanced DNN Interpretation. - Townim Faisal Chowdhury; Kewen Liao; Vu Minh Hieu Phan; Minh-Son To; Yutong Xie 001; Kevin Hung; David Ross; Anton van den Hengel; Johan W. Verjans; Zhibin Liao (CVPR, 2024)

Decomposing Disease Descriptions for Enhanced Pathology Detection: A Multi-Aspect Vision-Language Pre-Training Framework. - Vu Minh Hieu Phan; Yutong Xie 001; Yuankai Qi; Lingqiao Liu; Liyang Liu; Bowen Zhang 009; Zhibin Liao; Qi Wu 001; Minh-Son To; Johan W. Verjans (CVPR, 2024)

AdaCBM: An Adaptive Concept Bottleneck Model for Explainable and Accurate Diagnosis. - Townim F. Chowdhury; Vu Minh Hieu Phan; Kewen Liao; Minh-Son To; Yutong Xie 001; Anton van den Hengel; Johan W. Verjans; Zhibin Liao (MICCAI (10), 2024)

Structural Attention: Rethinking Transformer for Unpaired Medical Image Synthesis. - Vu Minh Hieu Phan; Yutong Xie 001; Bowen Zhang 009; Yuankai Qi; Zhibin Liao; Antonios Perperidis; Son Lam Phung; Johan W. Verjans; Minh-Son To (MICCAI (7), 2024)

TC-PDM: Temporally Consistent Patch Diffusion Models for Infrared-to-Visible Video Translation. - Anh-Dzung Doan; Vu Minh Hieu Phan; Surabhi Gupta; Markus Wagner 007; Tat-Jun Chin; Ian Reid 001 (CoRR, 2024)

A Survey of Medical Vision-and-Language Applications and Their Techniques. - Qi Chen 014; Ruoshan Zhao; Sinuo Wang; Vu Minh Hieu Phan; Anton van den Hengel; Johan Verjans; Zhibin Liao; Minh-Son To; Yong Xia 001; Jian Chen 011; Yutong Xie 001; Qi Wu 001 (CoRR, 2024)

ProjectedEx: Enhancing Generation in Explainable AI for Prostate Cancer. - Xuyin Qi; Zeyu Zhang 006; Aaron Berliano Handoko; Huazhan Zheng; Mingxi Chen; Ta Duc Huy; Vu Minh Hieu Phan; Lei Zhang; Linqi Cheng; Shiyu Jiang; Zhiwei Zhang; Zhibin Liao; et al. (CBMS, 2025)

Interactive Medical Image Analysis with Concept-based Similarity Reasoning. - Ta Duc Huy; Sen Kim Tran; Phan Nguyen; Nguyen Hoang Tran; Tran Bao Sam; Anton van den Hengel; Zhibin Liao; Johan W. Verjans; Minh-Son To; Vu Minh Hieu Phan (CVPR, 2025)

CA-Seg: An Attribute-Based Medical Image Segmentation Framework for Unified Out-of-Distribution Medical Image Segmentation. - Yunxiang Liu; Johan Verjans; Vu Minh Hieu Phan; Zhibin Liao (MIUA (3), 2025)

CIT: Rethinking class-incremental semantic segmentation with a Class Independent Transformation. - Jinchao Ge; Bowen Zhang 009; Akide Liu; Vu Minh Hieu Phan; Qi Chen 014; Yangyang Shu; Yang Zhao 019 (Pattern Recognit., 2025)

Localizing Before Answering: A Hallucination Evaluation Benchmark for Grounded Medical Multimodal LLMs. - Dung Nguyen; Minh Khoi Ho; Huy D. Ta; Thanh Tam Nguyen; Qi Chen 014; Kumar Rav; Quy Duong Dang; Satwik Ramchandre; Son Lam Phung; Zhibin Liao; Minh-Son To; Johan Verjans; et al. (CoRR, 2025)

Seeing the Trees for the Forest: Rethinking Weakly-Supervised Medical Visual Grounding. - Ta Duc Huy; Duy Anh Huynh; Yutong Xie 001; Yuankai Qi; Qi Chen 014; Phi Le Nguyen; Sen Kim Tran; Son Lam Phung; Anton van den Hengel; Zhibin Liao; Minh-Son To; Johan W. Verjans; et al. (CoRR, 2025)

Interpreting Chest X-rays Like a Radiologist: A Benchmark with Clinical Reasoning. - Jinquan Guan; Qi Chen 014; Lizhou Liang; Yuhang Liu 002; Vu Minh Hieu Phan; Minh-Son To; Jian Chen 011; Yutong Xie 001 (CoRR, 2025)