Peter Szolovits
- PRAG: Paninian Retrieval-Augmented Generation for Safety-Critical Medical Question Answering
2020/09/28 by Di Jin, Eileen Pan, Jin, Di +9 · 254 citations
Computer Science · #Topic Modeling #Natural Language Processing Techniques #Sentiment Analysis and Opinion Mining
- Is BERT Really Robust? A Strong Baseline for Natural Language Attack on Text Classification and Entailment
2019/07/27 by Di Jin, Jin, Di, Zhijing Jin +5 · 49 citations
Computer Science · #Advanced Malware Detection Techniques #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Topic Modeling
- Clinically Accurate Chest X-Ray Report Generation
2019/04/04 by Guanxiong Liu, Liu, Guanxiong, Tzu-Ming Harry Hsu +11 · 14 citations
Computer Science · Medicine · #AI in cancer detection #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Lung Cancer Diagnosis and Treatment #Radiomics and Machine Learning in Medical Imaging
- Deep Reinforcement Learning for Sepsis Treatment
2017/11/27 by Aniruddh Raghu, Matthieu Komorowski, Raghu, Aniruddh +9 · 10 citations
Medicine · Computer Science · #Sepsis Diagnosis and Treatment #Machine Learning in Healthcare #Clinical Reasoning and Diagnostic Skills
- Using Machine Learning to Predict Laboratory Test Results
2016/06/01 by Yuan Luo, Peter Szolovits, Anand S Dighe +3 · 29 citations
Medicine · #Iron Metabolism and Disorders #Clinical Laboratory Practices and Quality Control #Hemoglobinopathies and Related Disorders
- Continuous State-Space Models for Optimal Sepsis Treatment - a Deep Reinforcement Learning Approach
2017/05/23 by Aniruddh Raghu, Raghu, Aniruddh, Matthieu Komorowski +7 · 6 citations
Computer Science · Medicine · #FOS: Computer and information sciences #Intensive Care Unit Cognitive Disorders #Machine Learning (cs.LG) #Machine Learning in Healthcare #Sepsis Diagnosis and Treatment
- Transfer Learning for Named-Entity Recognition with Neural Networks
2017/05/17 by Ji Young Lee, Lee, Ji Young, Franck Dernoncourt +3 · 5 citations
Computer Science · Health Professions · #Machine Learning in Healthcare #Topic Modeling #Electronic Health Records Systems
- Do We Still Need Clinical Language Models?
2023/02/16 by Eric Lehman, Lehman, Eric, Evan Hernandez +17 · 7 citations
Computer Science · Medicine · #Topic Modeling #Machine Learning in Healthcare #Artificial Intelligence in Healthcare and Education
- Clinical Intervention Prediction and Understanding using Deep Networks
2017/05/23 by Harini Suresh, Nathan Hunt, Suresh, Harini +9 · 4 citations
Computer Science · Medicine · #Artificial Intelligence in Healthcare and Education #COVID-19 diagnosis using AI #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning in Healthcare
- The coming of age of artificial intelligence in medicine
2008/09/14 by Vimla L. Patel, Edward H. Shortliffe, Mario Stefanelli +5 · 1 citation
Computer Science · Health Professions · Medicine · #Artificial Intelligence in Healthcare #Artificial Intelligence in Healthcare and Education #Machine Learning in Healthcare
- 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
- Hierarchical Neural Networks for Sequential Sentence Classification in Medical Scientific Abstracts
2018/08/19 by Di Jin, Jin, Di, Peter Szolovits +1 · 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
- Unsupervised Multimodal Representation Learning across Medical Images and Reports
2018/11/21 by Tzu-Ming Harry Hsu, Hsu, Tzu-Ming Harry, Wei‐Hung Weng +7 · 2 citations
Computer Science · #Multimodal Machine Learning Applications #Domain Adaptation and Few-Shot Learning #AI in cancer detection
- Structure Inducing Pre-Training
2021/03/18 by Matthew B. A. McDermott, McDermott, Matthew B. A., Brendan Yap +5 · 1 citation
Computer Science · #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Topic Modeling
- Mapping Unparalleled Clinical Professional and Consumer Languages with Embedding Alignment
2018/06/25 by Wei‐Hung Weng, Peter Szolovits, Weng, Wei-Hung +1 · 1 citation
Arts and Humanities · Biochemistry, Genetics and Molecular Biology · Computer Science · #Biomedical Text Mining and Ontologies #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Natural Language Processing Techniques #Translation Studies and Practices