Shyam Visweswaran
- A Framework for Human Evaluation of Large Language Models in Healthcare Derived from Literature Review
2024/05/04 by Thomas Yu Chow Tam, Tam, Thomas Yu Chow, Sonish Sivarajkumar +27 · 29 citations
Health Professions · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Healthcare #Computation and Language (cs.CL) #FOS: Computer and information sciences
- Approximate Kernel-based Conditional Independence Tests for Fast\n Non-Parametric Causal Discovery
2017/02/13 by Eric V. Strobl, Strobl, Eric V., Kun Zhang +3 · 9 citations
Computer Science · Decision Sciences · #Bayesian Modeling and Causal Inference #Data Quality and Management #FOS: Computer and information sciences #Geochemistry and Geologic Mapping #Machine Learning (stat.ML) #Methodology (stat.ME)
- MedSyn: Text-guided Anatomy-aware Synthesis of High-Fidelity 3D CT Images
2023/10/05 by Yanwu Xu, Li Sun, Xu, Yanwu +12 · 14 citations
Computer Science · #Computer Graphics and Visualization Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Generative Adversarial Networks and Image Synthesis #Image Processing and 3D Reconstruction #Image and Video Processing (eess.IV) #electronic engineering #information engineering
- Mammo-CLIP: A Vision Language Foundation Model to Enhance Data Efficiency and Robustness in Mammography
2024/05/20 by Shantanu Ghosh, Clare B. Poynton, Ghosh, Shantanu +5 · 11 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · #AI in cancer detection #Biomedical Text Mining and Ontologies #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #electronic engineering #information engineering
- Fast Causal Inference with Non-Random Missingness by Test-Wise Deletion
2017/05/25 by Eric V. Strobl, Strobl, Eric V., Shyam Visweswaran +3 · 1 citation
Computer Science · Mathematics · #Bayesian Modeling and Causal Inference #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (stat.ML) #Methodology (stat.ME) #Statistical Methods and Inference
- Counting Markov Blanket Structures
2014/07/09 by Shyam Visweswaran, Visweswaran, Shyam, Gregory F. Cooper +1 · 1 citation
Computer Science · #Artificial Intelligence (cs.AI) #Bayesian Modeling and Causal Inference #Data Management and Algorithms #Data Mining Algorithms and Applications #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- Precision phenotyping for curating research cohorts of patients with unexplained post-acute sequelae of COVID-19
2024/11/08 by Alaleh Azhir, Jonas Hügel, Jiazi Tian +15 · 1 voice · 2 citations
Biochemistry, Genetics and Molecular Biology · Medicine · #Intensive Care Unit Cognitive Disorders #Long-Term Effects of COVID-19 #Pharmacological Receptor Mechanisms and Effects
- Enhancing Large Language Models for Clinical Decision Support by Incorporating Clinical Practice Guidelines
2024/01/20 by David Oniani, Xizhi Wu, Oniani, David +11 · 1 citation
Computer Science · Medicine · #Machine Learning in Healthcare #Artificial Intelligence in Healthcare and Education #Topic Modeling