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ORCIDAAAI Bridge Program on AI for Medicine and Healthcare 2025, Philadelphia, PA, USA
- Junde Wu, Jiayuan Zhu, Min Xu, Yueming Jin:
AAAI Bridge Program on AI for Medicine and Healthcare, 25 February 2025, Pennsylvania Convention Center, Philadelphia, Pennsylvania, USA. Proceedings of Machine Learning Research 281, PMLR 2025 - Jiayuan Zhu, Min Xu, Yueming Jin, Alex Novak, Sarim Ather, Bartlomiej W. Papiez, Xiang Li, Junde Wu:
AAAI Bridge Program 2025: AI for Medicine and Healthcare. 1-4 - Sunny Gupta, Nikita Jangid, Amit Sethi:
FedStein: Enhancing Multi-Domain Federated Learning Through James-Stein Estimator. 5-13 - Fangxin Shang, Siqi Wang, Xiaorong Wang, Yehui Yang:
An Effective Transformer-based Solution for RSNA Intracranial Hemorrhage Detection Competition. 14-19 - Dong Wang, Yuewei Yang, Liqun Chen, Zhe Gan, Ricardo Henao, Lawrence Carin:
Proactive Pseudo-Intervention: Pre-informed Contrastive Learning For Interpretable Vision Models. 20-34 - Jingkun Chen, Guang Yang, Xiao Zhang, Jingchao Peng, Tianlu Zhang, Jianguo Zhang, Jungong Han, Vicente Grau:
Unsupervised Patch-GAN with Targeted Patch Ranking for Fine-Grained Novelty Detection in Medical Imaging. 35-41 - Hongyuan Zhang, Sijin Cai, Xiaofeng Wang, Yongjin Zhou:
One-stage Contour Regression Network for Muscle Segmentation. 42-48 - Daria Hemmerling, Michal Zakrzewski, Marek Wodzinski, Milosz Dudek, Filip Gaciarz, Magdalena Wójcik-Pedziwiatr, Juan Rafael Orozco-Arroyave, Elmar Nöth, Dávid Sztahó, Taras Rumezhak:
Improving AI Interpretability for Multilingual Parkinson’s Disease Classification through Voice Analysis. 49-55 - Mikolaj Najda, Milosz Dudek, Olgierd Unold, Tomasz Jadczyk, Krzysztof Swierz, Grzegorz Swiatek, Daria Hemmerling:
An Explainable AI-Integrated Diagnostic System for Voice Analysis in Heart Failure Patients. 56-62 - Sebin Sabu, Pavithra Rajendran, Ewart Jonny Sheldon, Alexandros Zenonos, Shiren Patel, Andrew Taylor, Rebecca Pope, Neil Sebire:
Investigating General-Purpose Large Language Models for Patient Information Extraction: A Case Study on Real-World Cardiac MRI Reports. 63-69 - Jaskaran Singh Kawatra, Sebin Sabu, Pavithra Rajendran, Caroline Baumgartner, Avish Vijayaraghavan, Ewart Jonny Sheldon, John Booth, Neil Sebire, Shiren Patel, Alexandros Zenonos, Rebecca Pope:
Minimal Data Maximum Impact: Lessons Learned from Real-World Unstructured Data in Paediatric Care. 70-78 - Bach V. Nguyen, Tianlong Chen, Shu Yang, Bojian Hou, Li Shen, Duy Duong-Tran:
Evaluating topological fitness of human brain-inspired sub-circuits in Echo State Networks. 79-89 - Xiaoman Zhang, Hong-Yu Zhou, Xiaoli Yang, Oishi Banerjee, Julián N. Acosta, Josh Miller, Ouwen Huang, Pranav Rajpurkar:
ReXrank: A Public Leaderboard for AI-Powered Radiology Report Generation. 90-99 - Yuhao Zhang, Mingcheng Zhu, Zhiyao Luo:
SegX: Improving Interpretability of Clinical Image Diagnosis with Segmentation-based Enhancement. 100-108 - Luyang Luo, Jenanan Vairavamurthy, Xiaoman Zhang, Abhinav Kumar, Ramon R. Ter-Oganesyan, Stuart T. Schroff, Dan Shilo, Rydhwana Hossain, Mike Moritz, Pranav Rajpurkar:
ReXplain: Translating Radiology into Patient-Friendly Video Reports. 109-120 - Simon A. Lee, Helio Halperin, Yanai Halperin, Trevor J. Brokowski, Jeffrey N. Chiang:
Using Foundation Models to Prescribe Patients Proper Antibiotics. 121-132 - Ulzee An, Simon A. Lee, Moonseong Jeong, Aditya Gorla, Jeffrey N. Chiang, Sriram Sankararaman:
DK-BEHRT: Teaching Language Models International Classification of Disease (ICD) Codes using Known Disease Descriptions. 133-143 - Natalia Sikora, Robert L. Manschke, Alethea M. Tang, Peter Dunstan, Dean A. Harris, Su Yang:
ColonScopeX: Leveraging Explainable Expert Systems with Multimodal Data for Improved Early Diagnosis of Colorectal Cancer. 144-154 - Kazi Noshin, Mary Regina Boland, Bojian Hou, Weiqing He, Victoria Lu, Li Shen, Aidong Zhang:
Integrating Social Determinants of Health in a Multi-Modal Deep Clustering Survival Model for Injury-Risk in Alzheimer’s and Related Dementia Patients. 155-164 - Thanh-Huy Nguyen, Nguyen Lan Vi Vu, Hoang-Thien Nguyen, Quang-Vinh Dinh, Xingjian Li, Min Xu:
Semi-Supervised Histopathology Image Segmentation with Feature Diversified Collaborative Learning. 165-172 - Romain Hardy, Sung Eun Kim, Du Hyun Ro, Pranav Rajpurkar:
ReXTrust: A Model for Fine-Grained Hallucination Detection in AI-Generated Radiology Reports. 173-182 - Yixuan Huang, Julián Nicolás Acosta, Pranav Rajpurkar:
RadRevise: A Benchmark Dataset for Instruction-Based Radiology Report Editing. 183-194 - Kaiwen Zuo, Yirui Jiang, Fan Mo, Pietro Lio:
KG4Diagnosis: A Hierarchical Multi-Agent LLM Framework with Knowledge Graph Enhancement for Medical Diagnosis. 195-204 - Kaiwen Zuo, Yirui Jiang:
MedHallBench: A New Benchmark for Assessing Hallucination in Medical Large Language Models. 205-213
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