Papers matching “machine learning models” 354
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TRIPOD+AI statement: updated guidance for reporting clinical prediction models that use regression or machine learning methods2024 BMJ article Decision Sciences Meta-analysis and systematic reviews Open access cited by 3 patents
Professor Gary S. Collins, Karel G.M. Moons, Paula Dhiman, Richard D Riley, Andrew L. Beam, Ben Van Calster, +27 more
3,889citations -
Large language models streamline automated machine learning for clinical studies2024 Nature Communications article Medicine Artificial Intelligence in Healthcare and Education Open access
Soroosh Tayebi Arasteh, Tianyu Han, Mahshad Lotfinia, Christiane Katharina Kuhl, Jakob Nikolas Kather, Daniel Truhn, +1 more
115citations -
Efficient surrogate models for materials science simulations: Machine learning-based prediction of microstructure properties2024 Machine Learning with Applications article Materials Science Machine Learning in Materials Science Open access
Binh Duong Nguyen, Pavlo Potapenko, Aytekin Demirci, Kishan Govind, Sébastien Bompas, Stefan Sandfeld
22citations -
Critical appraisal of machine learning prognostic models for acute pancreatitis: protocol for a systematic review2024 Diagnostic and Prognostic Research review Medicine Pancreatitis Pathology and Treatment Open access
Amier Hassan, Brian Critelli, Ila Lahooti, Ali Lahooti, Nate Matzko, Jan Niklas Adams, +13 more
4citations -
#2067 Prediction of gastrointestinal bleeding hospitalization risk in hemodialysis using machine learning techniques2024 Nephrology Dialysis Transplantation article Medicine Gastrointestinal Bleeding Diagnosis and Treatment
John W. Larkin, Suman Kumar Lama, Sheetal Chaudhuri, Yue Jiao, Anke C. Winter, Manuela Stauss‐Grabo, +6 more
0citations -
Application of Machine Learning in Nanotoxicology: A Critical Review and Perspective2024 Environmental Science & Technology article Materials Science Machine Learning in Materials Science Open access
Yunchi Zhou, Ying Wang, Willie J.G.M. Peijnenburg, Martina G. Vijver, Surendra Balraadjsing, Zhaomin Dong, +9 more
32citations -
Machine Learning Did Not Outperform Conventional Competing Risk Modeling to Predict Revision Arthroplasty2024 Clinical Orthopaedics and Related Research article Medicine Total Knee Arthroplasty Outcomes Open access
Jacobien H. F. Oosterhoff, Anne de Hond, Rinne M Peters, Liza N. van Steenbergen, Juliette Caroline Sorel, Wierd Pieter Zijlstra, +7 more
12citations -
Computing formation enthalpies through an explainable machine learning method: the case of lanthanide orthophosphates solid solutions2024 Frontiers in Applied Mathematics and Statistics article Materials Science Machine Learning in Materials Science Open access
Edoardo Di Napoli, Xinzhe Wu, Thomas Bornhake, Piotr M. Kowalski
1citations