Vivek Natarajan
- Large Language Models Encode Clinical Knowledge
2022/12/26 by Karan Singhal, Shekoofeh Azizi, Singhal, Karan +65 · 5 voices · 331 citations
Computer Science · Medicine · #Artificial Intelligence in Healthcare and Education #Text Readability and Simplification #Topic Modeling #cs.CL
- Underspecification Presents Challenges for Credibility in Modern Machine Learning
2020/11/06 by Alexander D’Amour, Alexander D'Amour, D'Amour, Alexander +81 · 8 voices · 54 citations
Computer Science · Mathematics · #Explainable Artificial Intelligence (XAI) #Machine Learning in Healthcare #Topic Modeling #cs.LG #stat.ML
- Towards Generalist Biomedical AI
2023/07/26 by Tao Tu, Shekoofeh Azizi, Tu, Tao +68 · 3 voices · 63 citations
Computer Science · Biochemistry, Genetics and Molecular Biology · #Topic Modeling #Biomedical Text Mining and Ontologies #Natural Language Processing Techniques
- Accelerating scientific discovery with Co-Scientist
2025/02/26 by Juraj Gottweis, Wei‐Hung Weng, Gottweis, Juraj +97 · 8 voices · 110 citations
Decision Sciences · Biochemistry, Genetics and Molecular Biology · #Academic Publishing and Open Access #Genetics, Bioinformatics, and Biomedical Research #Scientific Computing and Data Management
- Towards Accurate Differential Diagnosis with Large Language Models
2023/11/30 by Daniel McDuff, McDuff, Daniel, Mike Schaekermann +58 · 5 voices · 38 citations
Computer Science · Medicine · #Artificial Intelligence in Healthcare and Education #Machine Learning in Healthcare #Topic Modeling #cs.AI #cs.CY
- Towards Expert-Level Medical Question Answering with Large Language Models
2023/05/16 by Karan Singhal, Singhal, Karan, Tao Tu +64 · 4 voices · 43 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) #Machine Learning in Healthcare #Topic Modeling #cs.AI #cs.CL #cs.LG
- Towards Conversational Diagnostic AI
2024/01/11 by Tao Tu, Anil Palepu, Tu, Tao +47 · 9 voices · 10 citations
#cs.AI #cs.CL #cs.LG
- Large language models encode clinical knowledge
2023/07/12 by Karan Singhal, Shekoofeh Azizi, Tao Tu +29 · 260 citations
Computer Science · Medicine · #Artificial Intelligence in Healthcare and Education #Natural Language Processing Techniques #Topic Modeling
- Capabilities of Gemini Models in Medicine
2024/04/29 by Khaled Saab, Tao Tu, Saab, Khaled +138 · 3 voices · 30 citations
Computer Science · Decision Sciences · Mathematics · #Mathematical Biology Tumor Growth #Simulation Techniques and Applications #cs.AI #cs.CL #cs.CV #cs.LG
- Big Self-Supervised Models Advance Medical Image Classification
2021/01/13 by Shekoofeh Azizi, Azizi, Shekoofeh, Basil Mustafa +21 · 23 citations
Computer Science · Biochemistry, Genetics and Molecular Biology · Medicine · #AI in cancer detection #Cancer-related molecular mechanisms research #Mycobacterium research and diagnosis
- Pythia v0.1: the Winning Entry to the VQA Challenge 2018
2018/07/26 by Yu Jiang, Jiang, Yu, Vivek Natarajan +9 · 23 citations
Computer Science · Medicine · #Multimodal Machine Learning Applications #Domain Adaptation and Few-Shot Learning #COVID-19 diagnosis using AI
- Contrastive Training for Improved Out-of-Distribution Detection
2020/07/10 by Jim Winkens, Winkens, Jim, Rudy Bunel +22 · 13 citations
Computer Science · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Data Classification
- Advancing Conversational Diagnostic AI with Multimodal Reasoning
2025/05/06 by Khaled Saab, Saab, Khaled, Jan Freyberg +73 · 3 voices · 9 citations
Computer Science · #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) #cs.AI #cs.CL #cs.CV #cs.LG
- Towards accurate differential diagnosis with large language models
2025/04/09 by Daniel McDuff, Mike Schaekermann, Tao Tu +25 · 1 voice · 24 citations
Computer Science · Medicine · #Artificial Intelligence in Healthcare and Education #Machine Learning in Healthcare #Topic Modeling
- The Capability of Large Language Models to Measure Psychiatric Functioning
2023/08/03 by Isaac R. Galatzer‐Levy, Galatzer-Levy, Isaac R., Daniel McDuff +7 · 3 citations
Medicine · Psychology · #Artificial Intelligence (cs.AI) #Cardiac Health and Mental Health #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Mental Health Treatment and Access #Mental Health via Writing
- Model reference adaptive control for state and input constrained linear systems
2023/08/23 by Sudipta Chattopadhyay, Chattopadhyay, Sudipta, Srikant Sukumar +3 · 2 citations
Engineering · #Adaptive Control of Nonlinear Systems #Advanced Control Systems Optimization #FOS: Electrical engineering #FOS: Mathematics #Optimization and Control (math.OC) #Stability and Control of Uncertain Systems #Systems and Control (eess.SY) #electronic engineering #information engineering
- Consensus, dissensus and synergy between clinicians and specialist foundation models in radiology report generation
2023/11/30 by Ryutaro Tanno, Tanno, Ryutaro, David G. T. Barrett +46 · 2 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · Medicine · #Artificial Intelligence in Healthcare and Education #Biomedical Text Mining and Ontologies #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #Topic Modeling #electronic engineering #information engineering
- Towards Democratization of Subspeciality Medical Expertise
2024/10/01 by Jack W. O’Sullivan, O'Sullivan, Jack W., Anil Palepu +49 · 2 citations
Medicine · #Artificial Intelligence (cs.AI) #Biomedical Ethics and Regulation #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC)
- Exploring Large Language Models for Specialist-level Oncology Care
2024/11/05 by Anil Palepu, Vikram Dhillon, Palepu, Anil +39 · 2 citations
Medicine · #Radiomics and Machine Learning in Medical Imaging #Artificial Intelligence in Healthcare and Education
- A prospective clinical feasibility study of a conversational diagnostic AI in an ambulatory primary care clinic
2026/03/09 by Peter Brodeur, Jacob M. Koshy, Anil Palepu +45 · 2 voices · 1 citation
Computer Science · #cs.HC #cs.AI #cs.CL #cs.LG