Honghan Wu
- MedExQA: Medical Question Answering Benchmark with Multiple Explanations
2024/06/10 by Yunsoo Kim, Jinge Wu, Kim, Yunsoo +5 · 26 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling
- Explainable Automated Coding of Clinical Notes using Hierarchical Label-wise Attention Networks and Label Embedding Initialisation
2020/10/29 by Hang Dong, Víctor Suárez-Paniagua, Dong, Hang +5 · 6 citations
Computer Science · #Machine Learning in Healthcare #Topic Modeling #Natural Language Processing Techniques
- Automated Clinical Coding: What, Why, and Where We Are?
2022/03/21 by Hang Dong, Matúš Falis, Dong, Hang +12 · 6 citations
Computer Science · Health Professions · Medicine · #68T07 (Primary) #68T50 (Secondary) #Artificial Intelligence (cs.AI) #Clinical practice guidelines implementation #Computation and Language (cs.CL) #FOS: Computer and information sciences #I.2.7 #J.3 #Machine Learning in Healthcare #Medical Coding and Health Information
- Hallucination Benchmark in Medical Visual Question Answering
2024/01/11 by Jinge Wu, Yunsoo Kim, Wu, Jinge +3 · 6 citations
Medicine · Computer Science · #COVID-19 diagnosis using AI #Multimodal Machine Learning Applications #Tuberculosis Research and Epidemiology
- Multi-label classification for biomedical literature: an overview of the BioCreative VII LitCovid Track for COVID-19 literature topic annotations
2022/04/20 by Qingyu Chen, Alexis Allot, Chen, Qingyu +73 · 2 citations
Biochemistry, Genetics and Molecular Biology · #Biomedical Text Mining and Ontologies #Genetics, Bioinformatics, and Biomedical Research #vaccines and immunoinformatics approaches
- Enhancing Human-Computer Interaction in Chest X-ray Analysis using Vision and Language Model with Eye Gaze Patterns
2024/04/03 by Yunsoo Kim, Jinge Wu, Kim, Yunsoo +7 · 5 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #Edcuational Technology Systems #FOS: Computer and information sciences
- Named Entity Recognition for Electronic Health Records: A Comparison of\n Rule-based and Machine Learning Approaches
2019/03/10 by Philip John Gorinski, Honghan Wu, Gorinski, Philip John +15 · 2 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · #Artificial Intelligence (cs.AI) #Biomedical Text Mining and Ontologies #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning in Healthcare #Natural Language Processing Techniques #Topic Modeling
- A Knowledge Distillation Ensemble Framework for Predicting Short and Long-term Hospitalisation Outcomes from Electronic Health Records Data
2020/11/18 by Zina Ibrahim, Daniel W. Bean, Ibrahim, Zina M +18 · 1 citation
Computer Science · Health Professions · Medicine · #Computers and Society (cs.CY) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning in Healthcare #Medical Coding and Health Information #Sepsis Diagnosis and Treatment
- SLaVA-CXR: Small Language and Vision Assistant for Chest X-ray Report Automation
2024/09/20 by Jinge Wu, Yunsoo Kim, Wu, Jinge +8 · 5 citations
Computer Science · Medicine · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Radiomics and Machine Learning in Medical Imaging #Topic Modeling
- Exploring Multimodal Large Language Models for Radiology Report Error-checking
2023/12/20 by Jinge Wu, Yunsoo Kim, Wu, Jinge +17 · 3 citations
Computer Science · Medicine · #Artificial Intelligence in Healthcare and Education #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Radiology practices and education #Topic Modeling
- BioHopR: A Benchmark for Multi-Hop, Multi-Answer Reasoning in Biomedical Domain
2025/05/28 by Yunsoo Kim, Yusuf Abdulle, Kim, Yunsoo +3 · 4 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · #Advanced Graph Neural Networks #Bioinformatics and Genomic Networks #Biomedical Text Mining and Ontologies #Computation and Language (cs.CL) #FOS: Computer and information sciences
- RadBARTsum: Domain Specific Adaption of Denoising Sequence-to-Sequence Models for Abstractive Radiology Report Summarization
2024/06/05 by Jinge Wu, Wu, Jinge, Abul Hasan +3 · 1 citation
Computer Science · Biochemistry, Genetics and Molecular Biology · #Topic Modeling #Biomedical Text Mining and Ontologies #Natural Language Processing Techniques
- Infusing clinical knowledge into tokenisers for language models
2024/06/20 by Abul Hasan, Jinge Wu, Hasan, Abul +17 · 1 citation
Biochemistry, Genetics and Molecular Biology · Medicine · #Biomedical Text Mining and Ontologies #Artificial Intelligence in Healthcare and Education