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Swarm Learning for decentralized and confidential clinical machine learning2021 Nature article Computer Science Privacy-Preserving Technologies in Data Open access cited by 9 patents
Stefanie Warnat‐Herresthal, Hartmut Schultze, Krishnaprasad Lingadahalli Shastry, Sathyanarayanan Manamohan, Saikat Mukherjee, Vishesh Garg, +91 more
901citations -
Handwork vs machine: a comparison of rheumatoid arthritis patient populations as identified from EHR free-text by diagnosis extraction through machine-learning or traditional criteria-based chart review2021 Arthritis Research & Therapy article Computer Science Machine Learning in Healthcare Open access
Tjardo Daniël Maarseveen, Marc P. Maurits, Ellis Niemantsverdriet, Annette H M van der Helm–van Mil, Tom W. J. Huizinga, Rachel Knevel
24citations -
Machine Learning Applications for Mass Spectrometry-Based Metabolomics2020 Metabolites article Biochemistry, Genetics and Molecular Biology Metabolomics and Mass Spectrometry Studies Open access cited by 7 patents
Ulf W. Liebal, Phan Nguyen Thuy An, Malvika Sudhakar, Karthik Raman, Lars M. Blank
375citations -
Transfer Learning and Machine Learning for Training Five-Year Survival Prognostic Models in Early Breast Cancer: Development and Validation Study2026 Journal of Medical Internet Research article Biochemistry, Genetics and Molecular Biology Breast Cancer Treatment Studies Open access
Lisa Pilgram, Kai Yang, Ana-Alicia Beltran-Bless, Gregory R. Pond, Lisa Vandermeer, Marie-France Savard, +18 more
0citations -
Empirical analyses and simulations showed that different machine and statistical learning methods had differing performance for predicting blood pressure2022 Scientific Reports article Health Professions Artificial Intelligence in Healthcare Open access
Peter C. Austin, Frank E. Harrell, Douglas S. Lee, Ewout Willem Steyerberg
13citations -
Machine Learning as a Service for DiSSCo’s Digital Specimen Architecture2021 Biodiversity Information Science and Standards article Computer Science Research Data Management Practices Open access
Jonas Grieb, Claus Weiland, Alex Hardisty, Wouter Addink, Sharif Islam, Sohaib Younis, +1 more
7citations -
A High Content Imaging and Machine Learning Approach to Identify the Anti-Cancer Effect of Novel Small Molecules on Brain Cancer Patient-Derived Organoids2025 Microscopy and Microanalysis article Biochemistry, Genetics and Molecular Biology Cell Image Analysis Techniques Open access
Rizwan Ali, Yassinali Tamboli, Saba M. Alsubaie, Sikander Hayat, Mohamed Boudjelal
0citations