Accepted papers

An official workshop proceeding is published in the LNCS (Lecture Notes in Computer Science) series of Springer. 

The LNCS website for this year's workshop: https://cse.hkust.edu.hk/~jhc/2024tai4h.html

Statistics

In total, we have received a grand total of 21 submissions, out of which 13 have been accepted.

• 5 long oral presentations

• 8 short oral presentations

Congratulations to all authors!

Long 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

Short Oral 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*