| 2024 | Diagnostic Modeling to Identify Unrecognized Inpatient Hypercapnia Using Health Record Data. | Brian W. Locke, W. Wayne Richards, Jeanette P. Brown, Wanting Cui, Joseph Finkelstein, Krishna M. Sundar, Ramkiran Gouripeddi |
| 2024 | Identifying Factors Associated with COVID-19 All-Cause 90-Day Readmission: Machine Learning Approaches. | Shiwei Lin, Shiqiang Tao, Yan Huang, Xiaojin Li, Guo-Qiang Zhang |
| 2024 | Improving XAI Explanations for Clinical Decision-Making - Physicians' Perspective on Local Explanations in Healthcare. | Ulf Lesley, Alejandro Kuratomi Hernndez |
| 2024 | Exploring the Possibility of Arrhythmia Interpretation of Time Domain ECG Using XAI: A Preliminary Study. | Sunghan Lee, Jeonghwan Koh, Guangyao Zheng, Vladimir Braverman, In Cheol Jeong |
| 2024 | Minimizing Survey Questions for PTSD Prediction Following Acute Trauma. | Ben Kurzion, Chia-Hao Shih, Hong Xie, Xin Wang, Kevin S. Xu |
| 2024 | On Identifying Effective Investigations with Feature Finding Using Explainable AI: An Ophthalmology Case Study. | Rathika Suresh Kumar, Kelvin Zhenghao Li, Si Yin Charlene Chia, Li Rong Wang, Vivien Cherng Hui Yip, Wei Kiong Ngo, Yih Yng Ng, Xiuyi Fan |
| 2024 | Smoking Status Classification: A Comparative Analysis of Machine Learning Techniques with Clinical Real World Data. | Amila Kugic, Akhila Abdulnazar, Anto Knezovic, Stefan Schulz, Markus Kreuzthaler |
| 2024 | Process Mining for Capacity Planning and Reconfiguration of a Logistics System to Enhance the Intra-Hospital Patient Transport. Case Study. | Tobias Kropp, Shiva Faeghi, Kunibert Lennerts |
| 2024 | Social Media as a Sensor: Analyzing Twitter Data for Breast Cancer Medication Effects Using Natural Language Processing. | Seibi Kobara, Alireza Rafiei, Masoud Nateghi, Selen Bozkurt, Rishikesan Kamaleswaran, Abeed Sarker |
| 2024 | Advancements in Non-invasive AI-Powered Glucose Monitoring: Leveraging Multispectral Imaging Across Diverse Wavelengths. | Tahsin Kazi, John Oakley, Anh Duong, El Arbi Belfarsi, Katherine H. Ingram, Maria Valero |
| 2024 | 3T to 7T Whole Brain + Skull MRI Translation with Densely Engineered U-Net Network. | Aryan Kalluvila, Matthew S. Rosen |
| 2024 | Towards a Formal Description of Artificial Intelligence Models and Datasets in Radiology. | Charles E. Kahn, Abhinav Suri, Safwan Halabi, Hari Trivedi |
| 2024 | Enhancing Anti-VEGF Response Prediction in Diabetic Macular Edema Through OCT Features and Clinical Data Integration Based on Deep Learning. | Sung Ho Jung, Soon Jung Oh, Hakje Yoo, Je Moon Yoon |
| 2024 | Integrating Multimodal Patient Data into Attention-Based Graph Networks for Disease Risk Prediction. | Xiayuan Huang |
| 2024 | ICU Bloodstream Infection Prediction: A Transformer-Based Approach for EHR Analysis. | Ortal Hirszowicz, Dvir Aran |
| 2024 | Integrative Analysis of Amyloid Imaging and Genetics Reveals Subtypes of Alzheimer Progression in Early Stage. | Bing He, Neel Sangani, Ruiming Wu, Pradeep Varathan, Alice Patania, Shannon L. Risacher, Kwangsik Nho, Liana G. Apostolova, Andrew J. Saykin, Li Shen, Jingwen Yan |
| 2024 | Exploring Pre-trained Language Models for Vocabulary Alignment in the UMLS. | Xubing Hao, Rashmie Abeysinghe, Jay Shi, Licong Cui |
| 2024 | A Retrieval-Augmented Generation Strategy to Enhance Medical Chatbot Reliability. | Saba Ghanbari Haez, Marina Segala, Patrizio Bellan, Simone Magnolini, Leonardo Sanna, Monica Consolandi, Mauro Dragoni |
| 2024 | Empowering Language Model with Guided Knowledge Fusion for Biomedical Document Re-ranking. | Deepak Gupta, Dina Demner-Fushman |
| 2024 | Towards Trustworthy AI in Cardiology: A Comparative Analysis of Explainable AI Methods for Electrocardiogram Interpretation. | Nils Gumpfer, Borislav Dinov, Samuel Sossalla, Michael Guckert, Jennifer Hannig |
| 2024 | Evaluating the TMR Model for Multimorbidity Decision Support Using a Community-of-Practice Based Methodology. | Josip Grguric, Annette ten Teije, Frank van Harmelen |
| 2024 | Predicting Blood Glucose Levels with LMU Recurrent Neural Networks: A Novel Computational Model. | Ladislav Floris, Daniel Vasata |
| 2024 | Multimodal Fusion of Echocardiography and Electronic Health Records for the Detection of Cardiac Amyloidosis. | Zishun Feng, Joseph A. Sivak, Ashok K. Krishnamurthy |
| 2024 | Radiotherapy Dose Optimization via Clinical Knowledge Based Reinforcement Learning. | Paul Dubois, Paul-Henry Cournde, Nikos Paragios, Pascal Fenoglietto |
| 2024 | The Impact of Data Augmentation on Time Series Classification Models: An In-Depth Study with Biomedical Data. | Bikram De, Mykhailo Sakevych, Vangelis Metsis |