Naumann, Tristan
- LLaVA-Med: Training a Large Language-and-Vision Assistant for Biomedicine in One Day
2023/06/01 by Chunyuan Li, Li, Chunyuan, Cliff Wong +15 · 290 citations
Computer Science · #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
- Publicly Available Clinical BERT Embeddings
2019/04/06 by Emily Alsentzer, Alsentzer, Emily, John R. Murphy +11 · 130 citations
Computer Science · #Topic Modeling #Natural Language Processing Techniques #Text Readability and Simplification
- BiomedCLIP: a multimodal biomedical foundation model pretrained from fifteen million scientific image-text pairs
2023/03/02 by Sheng Zhang, Zhang, Sheng, Yanbo Xu +34 · 113 citations
Computer Science · Medicine · #Topic Modeling #Multimodal Machine Learning Applications #COVID-19 diagnosis using AI
- The Illusion of Readiness in Health AI
2025/09/22 by Yu‐Cheng Gu, Yu Gu, Jingjing Fu +64 · 13 voices · 4 citations
Decision Sciences · Computer Science · #Scientific Computing and Data Management #Topic Modeling
- Fine-Tuning Large Neural Language Models for Biomedical Natural Language Processing
2021/12/15 by Robert Tinn, Hao Cheng, Tinn, Robert +13 · 9 citations
Computer Science · Medicine · #Artificial Intelligence in Healthcare and Education #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Topic Modeling
- Feature Robustness in Non-stationary Health Records: Caveats to Deployable Model Performance in Common Clinical Machine Learning Tasks
2019/08/02 by Bret Nestor, Matthew B. A. McDermott, Nestor, Bret +13 · 7 citations
Computer Science · Health Professions · #Machine Learning in Healthcare #Artificial Intelligence in Healthcare #Time Series Analysis and Forecasting
- A Review of Challenges and Opportunities in Machine Learning for Health
2018/06/01 by Ghassemi, Marzyeh, Naumann, Tristan, Schulam, Peter +3 · 5 citations
#Computers and Society (cs.CY) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- Generative Medical Event Models Improve with Scale
2025/08/16 by Shane Waxler, Paul Blazek, Waxler, Shane +40 · 4 voices · 6 citations
Health Professions · Computer Science · #cs.LG #cs.AI #cs.CL
- DocLens: Multi-aspect Fine-grained Evaluation for Medical Text Generation
2023/11/16 by Xie, Yiqing, Zhang, Sheng, Cheng, Hao +6 · 6 citations
#Computation and Language (cs.CL) #FOS: Computer and information sciences
- Knowledge-Rich Self-Supervision for Biomedical Entity Linking
2021/12/15 by Zhang, Sheng, Cheng, Hao, Vashishth, Shikhar +6 · 3 citations
#Computation and Language (cs.CL) #FOS: Computer and information sciences
- Med-RLVR: Emerging Medical Reasoning from a 3B base model via reinforcement Learning
2025/02/27 by Sheng Zhang, Qianchu Liu, Zhang, Sheng +7 · 10 citations
Computer Science · #Topic Modeling #Machine Learning in Healthcare #Multimodal Machine Learning Applications
- X-Reasoner: Towards Generalizable Reasoning Across Modalities and Domains
2025/05/06 by Qianchu Liu, Sheng Zhang, Liu, Qianchu +21 · 16 citations
Computer Science · Medicine · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Healthcare and Education #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Topic Modeling
- BioClinical ModernBERT: A State-of-the-Art Long-Context Encoder for Biomedical and Clinical NLP
2025/06/12 by Sounack, Thomas, Davis, Joshua, Durieux, Brigitte +7 · 8 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
- CliNER 2.0: Accessible and Accurate Clinical Concept Extraction
2018/03/06 by Willie Boag, Elena Sergeeva, Boag, Willie +9 · 1 citation
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
- Natural Language Processing for EHR-Based Computational Phenotyping
2018/06/13 by Zeng, Zexian, Deng, Yu, Li, Xiaoyu +2 · 1 citation
#Computation and Language (cs.CL) #FOS: Computer and information sciences
- Generalizability of predictive models for intensive care unit patients
2018/12/06 by Alistair E. W. Johnson, Johnson, Alistair E. W., Tom Pollard +3 · 1 citation
Computer Science · Medicine · #FOS: Computer and information sciences #Frailty in Older Adults #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning in Healthcare #Sepsis Diagnosis and Treatment
- Modular Self-Supervision for Document-Level Relation Extraction
2021/09/11 by Zhang, Sheng, Wong, Cliff, Usuyama, Naoto +3 · 1 citation
#Computation and Language (cs.CL) #FOS: Computer and information sciences
- Distilling Large Language Models for Biomedical Knowledge Extraction: A Case Study on Adverse Drug Events
2023/07/12 by 裕二 池谷, Gu, Yu, Sheng Zhang +19 · 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 #Text Readability and Simplification #Topic Modeling
- Universal Abstraction: Harnessing Frontier Models to Structure Real-World Data at Scale
2025/02/02 by Wong, Cliff, Preston, Sam, Liu, Qianchu +22 · 3 citations
#Computation and Language (cs.CL) #FOS: Computer and information sciences
- Continual Contrastive Finetuning Improves Low-Resource Relation Extraction
2022/12/21 by Wenxuan Zhou, Sheng Zhang, Zhou, Wenxuan +7 · 1 citation
Computer Science · #Natural Language Processing Techniques #Topic Modeling #Text Readability and Simplification
- Scaling Clinical Trial Matching Using Large Language Models: A Case Study in Oncology
2023/08/04 by Wong, Cliff, Zhang, Sheng, Gu, Yu +8 · 1 citation
#Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- OctoMed: Data Recipes for State-of-the-Art Multimodal Medical Reasoning
2025/11/28 by Ossowski, Timothy, Zhang, Sheng, Liu, Qianchu +5 · 1 citation
Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning in Healthcare #Multimodal Machine Learning Applications #Topic Modeling