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Applications of machine learning and deep learning in musculoskeletal medicine: a narrative review2025 European journal of medical research review Medicine Artificial Intelligence in Healthcare and Education Open access
Martina Feierabend, Julius Michael Wolfgart, Maximilian Praster, Marina Danalache, Filippo Migliorini, Ulf Krister Hofmann
7citations -
Machine learning vs. rule-based methods for document classification of electronic health records within mental health care—A systematic literature review2025 Natural Language Processing Journal review Computer Science Machine Learning in Healthcare Open access
Emil Rijcken, Kalliopi Zervanou, Pablo J. Mosteiro, Floortje E. Scheepers, Marco René Spruit, Uzay Kaymak
17citations -
A systematic review of bias detection methods for non-English word embeddings and language models2025 Artificial Intelligence Review review Social Sciences Ethics and Social Impacts of AI Open access
Alexandre Puttick, Catherine Ikae, Carlotta Rigotti, Eduard Fosch‐Villaronga, Mark W. Kharas, Roger A. Søraa, +1 more
3citations -
When the whole is greater than the sum of its parts: why machine learning and conventional statistics are complementary for predicting future health outcomes2025 Clinical Kidney Journal review Health Professions Artificial Intelligence in Healthcare Open access
Roemer J. Janse, Ameen Abu–Hanna, Iacopo Vagliano, Vianda S Stel, Kitty J. Jager, Giovanni Luigi Tripepi, +3 more
10citations -
Leave No Data Behind: Exploring a new paradigm in oncology with foundation models and large language models2026 Cell Reports Medicine review Medicine Artificial Intelligence in Healthcare and Education Open access
Federica Corso, Aleksandra Zec, Margherita Favali, Marta Ligero, Lars Hilgers, Luca Mauro Invernizzi, +27 more
1citations -
Artificial intelligence in child development monitoring: A systematic review on usage, outcomes and acceptance2024 Intelligence-Based Medicine review Medicine Artificial Intelligence in Healthcare and Education Open access
Lisa Reinhart, Anne Bischops, Janna-Lina Kerth, Maurus Hagemeister, Bert Heinrichs, Simon Bodo Eickhoff, +4 more
28citations -
In Search of Beautiful Molecules: A Perspective on Generative Modeling for Drug Design2025 Journal of Chemical Information and Modeling review Computer Science Computational Drug Discovery Methods Open access
Remco L. van den Broek, Shivam Patel, Gerard J. P. van Westen, Willem Jespers, Woody Sherman
40citations -
The Unseen Targets of Hate: A Systematic Review of Hateful Communication Datasets2024 Social Science Computer Review review Computer Science Hate Speech and Cyberbullying Detection Open access
Zehui Yu, Dennis Assenmacher, Mattia Samory, Leon Fröhling, Christina Dahn, Debora Nozza, +1 more
8citations -
How to Facilitate Seamless Translation from Basic Concepts to New Heart Failure Drugs. A Scientific Statement of the Heart Failure Association of the ESC2025 European Journal of Heart Failure review Medicine Health and Medical Research Impacts Open access
Carlo Gabriele Tocchetti, Arantxa González, Johannes Backs, Piero Pollesello, Peter P. Rainer, Gabriele G. Schiattarella, +27 more
7citations -
Developing reporting checklist items from systematic review findings: a roadmap and lessons to be learned from ACCORD2024 Journal of Clinical Epidemiology review Decision Sciences Meta-analysis and systematic reviews Open access
Esther J van Zuuren, Amy I Price, Paul Blazey, Ellen L. Hughes, Zbys Fedorowicz, Patrícia Logullo
1citations
17 results