Dina Demner‐Fushman
- Large language models encode clinical knowledge
2023/07/12 by Karan Singhal, Shekoofeh Azizi, Tao Tu +29 · 400 citations
Computer Science · Medicine · #Artificial Intelligence in Healthcare and Education #Natural Language Processing Techniques #Topic Modeling
- Searching for Scientific Evidence in a Pandemic: An Overview of\n TREC-COVID
2021/04/19 by Kirk Roberts, Tasmeer Alam, Roberts, Kirk +15 · 10 citations
Computer Science · Social Sciences · Biochemistry, Genetics and Molecular Biology · #Topic Modeling #Misinformation and Its Impacts #Biomedical Text Mining and Ontologies
- The TRIPOD-LLM reporting guideline for studies using large language models
2025/01/01 by Jack Gallifant, Majid Afshar, Saleem Ameen +30 · 1 voice · 20 citations
Computer Science · Medicine · #Artificial Intelligence in Healthcare and Education #Machine Learning in Healthcare #Radiomics and Machine Learning in Medical Imaging
- A Dataset for Medical Instructional Video Classification and Question Answering
2022/01/30 by Deepak Gupta, Gupta, Deepak, Kush Attal +3 · 8 citations
Computer Science · #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Topic Modeling #Video Analysis and Summarization
- Learning to Read Chest X-Rays: Recurrent Neural Cascade Model for Automated Image Annotation
2016/03/28 by Hoo-Chang Shin, Kirk Roberts, Shin, Hoo-Chang +9 · 6 citations
Computer Science · Medicine · #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Topic Modeling #cs.CV
- A Dataset for Plain Language Adaptation of Biomedical Abstracts
2022/10/21 by Kush Attal, Brian Ondov, Attal, Kush +3 · 8 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
- Understanding Spatial Language in Radiology: Representation Framework,\n Annotation, and Spatial Relation Extraction from Chest X-ray Reports using\n Deep Learning
2019/08/13 by Surabhi Datta, Yuqi Si, Datta, Surabhi +9 · 3 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · #Biomedical Text Mining and Ontologies #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
- Reinforcement Learning for Abstractive Question Summarization with\n Question-aware Semantic Rewards
2021/06/30 by Shweta Yadav, Yadav, Shweta, Deepak Gupta +5 · 4 citations
Computer Science · #Advanced Text Analysis Techniques #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
- CHQ-Summ: A Dataset for Consumer Healthcare Question Summarization
2022/06/14 by Shweta Yadav, Deepak Gupta, Yadav, Shweta +3 · 3 citations
Computer Science · #Topic Modeling #Expert finding and Q&A systems
- Towards Answering Health-related Questions from Medical Videos: Datasets and Approaches
2023/09/21 by Deepak Gupta, Gupta, Deepak, Kush Attal +3 · 2 citations
Computer Science · #Advanced Image and Video Retrieval Techniques #Computation and Language (cs.CL) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications
- TREC-COVID: Constructing a Pandemic Information Retrieval Test Collection
2020/05/09 by Ellen M. Voorhees, Voorhees, Ellen, Tasmeer Alam +15 · 1 citation
Biochemistry, Genetics and Molecular Biology · Computer Science · Medicine · Social Sciences · #Artificial Intelligence in Healthcare and Education #Biomedical Text Mining and Ontologies #COVID-19 diagnosis using AI #FOS: Computer and information sciences #H.3.0 #Information Retrieval (cs.IR) #Misinformation and Its Impacts #Semantic Web and Ontologies #Topic Modeling
- Question-aware Transformer Models for Consumer Health Question Summarization
2021/06/01 by Shweta Yadav, Yadav, Shweta, Deepak Gupta +5 · 1 citation
Biochemistry, Genetics and Molecular Biology · Computer Science · #Advanced Text Analysis Techniques #Biomedical Text Mining and Ontologies #Computation and Language (cs.CL) #FOS: Computer and information sciences #Topic Modeling
- Toward Relieving Clinician Burden by Automatically Generating Progress Notes using Interim Hospital Data
2024/10/10 by Sarvesh Soni, Soni, Sarvesh, Dina Demner‐Fushman +1 · 3 citations
Biochemistry, Genetics and Molecular Biology · Decision Sciences · Health Professions · #Artificial Intelligence (cs.AI) #Biomedical Text Mining and Ontologies #Computation and Language (cs.CL) #Data Quality and Management #Electronic Health Records Systems #FOS: Computer and information sciences