The Second International Workshop on Trustworthy Artificial Intelligence for Healthcare (TAI4H)
Accepted
papers
The accepted paper will be released here.
Statistics
In total, we have received a grand total of 21 submissions, out of which 13 have been accepted.
5 oral presentations
8 poster presentations
Congratulations to all authors!
Oral
papers
Knowledge Injected Multimodal Irregular EHRs Model for Medical Prediction
Liu, Sicen; Chen, Hao*
Stochastic Featurization for Active Learning
Le, Linh*; Nguyen, Minh-Tien; Tran, Khai; Zhao, Genghong; Zhang, Xia; Zuccon, Guido; Demartini, Gianluca
Evaluating How Explainable AI is Perceived in the Medical Domain: A Human-Centered Quantitative Study of XAI in Chest X-Ray Diagnostics
Karagoz, Gizem Nur*; van Kollenburg, Geert ; Ozcelebi, Tanir; Meratnia, Nirvana
SnapSeg: Training-Free Few-Shot medical image Segmentation with Segment Anything Model
Yu, Nanxi; CAI, Zhiyuan; Huang, Yijin; Tang, Xiaoying*
SISU: a Holistic Self-Training Framework on Semi-supervised White Blood Cell Segmentation
KHA, HIEN QUANG*; Le, Minh; Thong, Hung; Nguyen, Linh; Tran, Minh; Nguyen, Lam; Le, Khanh
Poster
papers
AI Trustworthy Challenges in Drug Discovery
Ahadian, Pegah*; Guan, Qiang
ODR3DNet: Omni-dimension Dynamic Residual 3D net for pulmonary nodule detection
Wang, Ying*; Zhang, ZePeng; Tie, Yun; Zhang, Dalong; Qi, Lin
FusionINN: Decomposable Image Fusion for Brain Tumor Monitoring
Kumar, Nishant*; Tao, Ziyan; Singh, Jaikirat; li, yang; Sun, Peiwen; Zhao, Binghui; Gumhold, Stefan
Human-in-the-loop Chest X-ray Diagnosis: Enhancing Large Multimodal Models with Eye Fixation Inputs
Kim, Yunsoo*; Wu, Jinge; Abdulle, Yusuf; Gao, Yue; Wu, Honghan
Exploring Vision Language Pretraining with Knowledge Enhancement via Large Language Model
Tung, Chuen Y*; Lin, Yi; Jia Ning, Yin; Yu Chen, Ye Qiao; Chen, Hao
Assessing the generalizability of cancer prognosis models: Breast and Colon cancer case studies.
TIZI, Wafaa*; Berrado, Abdelaziz
Optimizing Foundation Models for Histopathology: A Continual Learning Approach to Cancer Detection
Yadav, Ankur R*; Daescu, Ovidiu
RF- Lung-DR: Integrating Biological and Drug SMILES Features in a Random Forest-based Drug Response Predictor for Lung Cancer Cell Lines
Tran, Thi-Oanh; Le, Nguyen Quoc Khanh*