Alan Karthikesalingam
- Large Language Models Encode Clinical Knowledge
2022/12/26 by Karan Singhal, Singhal, Karan, Shekoofeh Azizi +65 · 5 voices · 367 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, Katherine Heller +81 · 8 voices · 57 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 · 71 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, Wei‐Hung Weng +97 · 8 voices · 116 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, Mike Schaekermann, McDuff, Daniel +58 · 5 voices · 45 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, Tao Tu, Singhal, Karan +64 · 4 voices · 50 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, Tu, Tao, Anil Palepu +47 · 9 voices · 12 citations
#cs.AI #cs.CL #cs.LG
- Large language models encode clinical knowledge
2023/07/12 by Karan Singhal, Shekoofeh Azizi, Tao Tu +29 · 297 citations
Computer Science · Medicine · #Artificial Intelligence in Healthcare and Education #Natural Language Processing Techniques #Topic Modeling
- International evaluation of an AI system for breast cancer screening
2020/01/01 by Scott Mayer McKinney, Marcin Sieniek, Varun Godbole +33 · 74 citations
Computer Science · Medicine · #AI in cancer detection #Global Cancer Incidence and Screening #Radiomics and Machine Learning in Medical Imaging
- Capabilities of Gemini Models in Medicine
2024/04/29 by Khaled Saab, Saab, Khaled, Tao Tu +138 · 3 voices · 38 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, Basil Mustafa, Azizi, Shekoofeh +21 · 27 citations
Computer Science · Biochemistry, Genetics and Molecular Biology · Medicine · #AI in cancer detection #Cancer-related molecular mechanisms research #Mycobacterium research and diagnosis
- Generative models improve fairness of medical classifiers under distribution shifts
2023/04/18 by Sofia Ira Ktena, Olivia Wiles, Ktena, Ira +20 · 26 citations
Computer Science · Medicine · Biochemistry, Genetics and Molecular Biology · #AI in cancer detection #Colorectal Cancer Screening and Detection #Cancer Genomics and Diagnostics
- Contrastive Training for Improved Out-of-Distribution Detection
2020/07/10 by Jim Winkens, Winkens, Jim, Rudy Bunel +22 · 17 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
- Deep learning to achieve clinically applicable segmentation of head and neck anatomy for radiotherapy
2018/09/12 by Stanislav Nikolov, Sam Blackwell, Nikolov, Stanislav +55 · 14 citations
Medicine · Physics and Astronomy · #Advanced Radiotherapy Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Physical sciences #Head and Neck Cancer Studies #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Medical Physics (physics.med-ph) #Neural and Evolutionary Computing (cs.NE) #Radiomics and Machine Learning in Medical Imaging
- Advancing Conversational Diagnostic AI with Multimodal Reasoning
2025/05/06 by Khaled Saab, Jan Freyberg, Saab, Khaled +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 · 31 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, Daniel McDuff, Galatzer-Levy, Isaac R. +7 · 4 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
- 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
- Best of both worlds: local and global explanations with human-understandable concepts
2021/06/16 by Jessica Schrouff, Schrouff, Jessica, Sebastien Baur +15 · 1 citation
Computer Science · #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning in Healthcare #Multimodal Machine Learning Applications
- Measure by measure: Resting heart rate across the 24-hour cycle
2023/04/28 by Cathy Speed, Thomas Arneil, Robert Harle +4 · 1 voice · 1 citation
Medicine · Engineering · #Heart rate and cardiovascular health #Non-Invasive Vital Sign Monitoring #Heart Rate Variability and Autonomic Control
- 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, Palepu, Anil, Vikram Dhillon +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 · 2 citations
Computer Science · #cs.HC #cs.AI #cs.CL #cs.LG
- Laparoscopic vs Open Appendectomy in Older Patients
2012/06/01 by Eleanor Southgate, Nicola Vousden, Alan Karthikesalingam +3 · 14 citations
Medicine · #Appendicitis Diagnosis and Management #Diverticular Disease and Complications #Minimally Invasive Surgical Techniques