Dale R. Webster

1. Towards Generalist Biomedical AI
   2023/07/26 by Tao Tu, Tu, Tao, Shekoofeh Azizi +68 · 3 voices · 92 citations
   Biochemistry, Genetics and Molecular Biology · Computer Science · #Artificial intelligence #Benchmark (surveying) #Biomedical Text Mining and Ontologies #Computer science #Data science #Machine learning #Medical imaging #Natural Language Processing Techniques #Natural language processing #Ranking (information retrieval) #Topic Modeling
2. Towards Accurate Differential Diagnosis with Large Language Models
   2023/11/30 by Daniel McDuff, Mike Schaekermann, McDuff, Daniel +58 · 5 voices · 63 citations
   Computer Science · Medicine · #Artificial Intelligence in Healthcare and Education #Machine Learning in Healthcare #McNemar's test #Medical emergency #Medical physics #Medicine #Test (biology) #Topic Modeling #cs.AI #cs.CY
3. Large language models encode clinical knowledge
   2023/07/12 by Karan Singhal, Shekoofeh Azizi, Tao Tu +29 · 439 citations
   Computer Science · Medicine · #Artificial Intelligence in Healthcare and Education #Natural Language Processing Techniques #Topic Modeling
4. Massively Multitask Networks for Drug Discovery
   2015/02/06 by Bharath Ramsundar, Steven Kearnes, Ramsundar, Bharath +12 · 16 citations
   Biochemistry, Genetics and Molecular Biology · Computer Science · Materials Science · Mathematics · #Cell Image Analysis Techniques #Computational Drug Discovery Methods #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning in Materials Science #Neural and Evolutionary Computing (cs.NE) #cs.LG #cs.NE #stat.ML
5. Towards accurate differential diagnosis with large language models
   2025/04/09 by Daniel McDuff, Mike Schaekermann, Tao Tu +25 · 1 voice · 47 citations
   Computer Science · Medicine · #Artificial Intelligence in Healthcare and Education #Machine Learning in Healthcare #Topic Modeling
6. Grader variability and the importance of reference standards for evaluating machine learning models for diabetic retinopathy
   2017/10/31 by Jonathan Krause, Varun Gulshan, Ehsan Rahimy +6 · 11 citations
   Computer Science · Medicine · #Retinal Diseases and Treatments #Retinal Imaging and Analysis #Retinal and Optic Conditions #cs.CV
7. Advancing Conversational Diagnostic AI with Multimodal Reasoning
   2025/05/06 by Khaled Saab, Saab, Khaled, Jan Freyberg +73 · 3 voices · 10 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
8. Robust and Efficient Medical Imaging with Self-Supervision
   2022/05/19 by Shekoofeh Azizi, Azizi, Shekoofeh, Laura Culp +65 · 5 citations
   Computer Science · Medicine · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Healthcare and Education #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning in Healthcare #Radiomics and Machine Learning in Medical Imaging
9. PathAlign: A vision-language model for whole slide images in histopathology
   2024/06/27 by Faruk Ahmed, Ahmed, Faruk, Andrew Sellergren +31 · 8 citations
   Computer Science · #AI in cancer detection #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #Digital Imaging for Blood Diseases #FOS: Computer and information sciences #Machine Learning (cs.LG)
10. A hybrid approach for the automated finishing of bacterial genomes
    2012/07/01 by Ali Bashir, Aaron A Klammer, Aaron A. Klammer +41 · 3 citations
    Biochemistry, Genetics and Molecular Biology · #Bacterial Genetics and Biotechnology #Genomics and Phylogenetic Studies #Vibrio bacteria research studies
11. Towards physician-centered oversight of conversational diagnostic AI
    2025/07/21 by Elahe Vedadi, Vedadi, Elahe, David Barrett +67 · 2 voices · 3 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Machine Learning (cs.LG) #cs.AI #cs.CL #cs.HC #cs.LG
12. Origins of the E. coli Strain Causing an Outbreak of Hemolytic–Uremic Syndrome in Germany
    2011/07/27 by David A. Rasko, Dale R. Webster, Jason W. Sahl +25 · 2 citations
    Biochemistry, Genetics and Molecular Biology · Medicine · #Escherichia coli research studies #Antibiotic Resistance in Bacteria #Vibrio bacteria research studies #Outbreak #Shiga toxin #Serotype #Microbiology #Escherichia coli #Diarrhea #Medicine #Virulence #Enteroaggregative Escherichia coli #Virology #Strain (injury) #Biology #Enterobacteriaceae #Internal medicine #Genetics #Gene
13. Predicting Progression of Age-related Macular Degeneration from Fundus Images using Deep Learning
    2019/04/10 by Boris Babenko, Babenko, Boris, Siva Balasubramanian +13 · 1 citation
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #cs.CV
14. A deep learning system for differential diagnosis of skin diseases
    2019/09/11 by Yuan Liu, Ayush Jain, Clara Eng +19 · 1 citation
    Computer Science · Engineering · #cs.CV #eess.IV
15. Predicting Cardiovascular Risk Factors from Retinal Fundus Photographs using Deep Learning
    2017/08/31 by Ryan Poplin, Avinash V. Varadarajan, Katy Blumer +5 · 1 voice
    Computer Science · #cs.CV
16. LLM-based Text Simplification and its Effect on User Comprehension and Cognitive Load
    2025/05/04 by Theo Guidroz, Guidroz, Theo, Diego Ardila +48 · 3 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Text Readability and Simplification
17. PolyPath: Adapting a Large Multimodal Model for Multi-slide Pathology Report Generation
    2025/02/14 by Faruk Ahmed, Ahmed, Faruk, Lin Yang +25 · 3 citations
    Biochemistry, Genetics and Molecular Biology · Computer Science · #Artificial Intelligence (cs.AI) #Biomedical Text Mining and Ontologies #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Topic Modeling
18. Domain-specific optimization and diverse evaluation of self-supervised models for histopathology
    2023/10/20 by Jeremy Lai, Faruk Ahmed, Lai, Jeremy +29 · 1 citation
    Computer Science · Medicine · #AI in cancer detection #Cervical Cancer and HPV Research #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Radiomics and Machine Learning in Medical Imaging #electronic engineering #information engineering
19. 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
20. Pangenome-aware DeepVariant
    2025/06/06 by Mobin Asri, Pi-Chuan Chang, Juan Carlos Mier +12 · 1 voice · 1 citation
    Computer Science · #Machine Learning in Healthcare