Collins, Gary S.
- Performance evaluation of predictive AI models to support medical\n decisions: Overview and guidance
2024/12/13 by Ben Van Calster, Gary S. Collins, Professor Gary S. Collins +32 · 7 voices · 5 citations
Computer Science · Economics, Econometrics and Finance · Health Professions · Mathematics · Medicine · #Artificial Intelligence in Healthcare and Education #Health Systems, Economic Evaluations, Quality of Life #Healthcare cost, quality, practices #cs.LG #stat.ME #stat.ML
- Common Limitations of Image Processing Metrics:A Picture Story
2021/04/12 by Annika Reinke, Reinke, Annika, Minu D. Tizabi +124 · 9 citations
Computer Science · Medicine · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image Retrieval and Classification Techniques #Image and Video Processing (eess.IV) #Medical Image Segmentation Techniques #Radiomics and Machine Learning in Medical Imaging #electronic engineering #information engineering
- Bibliometric Analysis of Publisher and Journal Instructions to Authors on Generative-AI in Academic and Scientific Publishing
2023/07/21 by Conner Ganjavi, Ganjavi, Conner, Michael Eppler +13 · 1 citation
Materials Science · #A.0 #Artificial Intelligence (cs.AI) #Digital Libraries (cs.DL) #FOS: Computer and information sciences #Machine Learning in Materials Science
- Development of the ChatGPT, Generative Artificial Intelligence and Natural Large Language Models for Accountable Reporting and Use (CANGARU) Guidelines
2023/07/18 by Giovanni E. Cacciamani, Cacciamani, Giovanni E., Michael B. Eppler +11 · 1 voice
Computer Science · #Artificial Intelligence (cs.AI) #Computers and Society (cs.CY) #FOS: Computer and information sciences #cs.AI #cs.CY
- Critical Appraisal of Fairness Metrics in Clinical Predictive AI
2025/06/20 by João Matos, Matos, João, Ben Van Calster +15 · 2 voices
Computer Science · Medicine · Social Sciences · #Artificial Intelligence in Healthcare and Education #Ethics and Social Impacts of AI #Explainable Artificial Intelligence (XAI) #cs.LG