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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
16citations -
Comparison of important factors to patients recovering from pulmonary embolism and items covered in patient-reported outcome measures: A mixed-methods systematic review2023 Thrombosis Research review Medicine Venous Thromboembolism Diagnosis and Management Open access
Stian Ingemann-Molden, Christina Krogner Caspersen, Nanna Rolving, Anette Arbjerg Højen, Frederikus Albertus Klok, Erik Lerkevang Grove, +2 more
10citations -
Uncertainty Estimation in Medical Image Classification: Systematic Review2022 JMIR Medical Informatics review Medicine Artificial Intelligence in Healthcare and Education Open access
Katja Hauser, Hendrik Alexander Mehrtens, Eva Krieghoff‐Henning, Achim Hekler, Jakob Nikolas Kather, Stefan Fröhling, +2 more
81citations -
Integrating Patient Data Into Skin Cancer Classification Using Convolutional Neural Networks: Systematic Review2021 Journal of Medical Internet Research review Medicine Cutaneous Melanoma Detection and Management Open access
Julia Höhn, Achim Hekler, Eva Krieghoff‐Henning, Jakob Nikolas Kather, Jochen Sven Utikal, Friedegund Elke Meier, +18 more
66citations -
Skin cancer classification via convolutional neural networks: systematic review of studies involving human experts2021 European Journal of Cancer review Medicine Cutaneous Melanoma Detection and Management Open access
Sarah Haggenmüller, Roman Christoph Maron, Achim Hekler, Jochen Sven Utikal, Catarina Barata, Raymond L. Barnhill, +59 more
269citations -
Rehabilitation outcomes of older persons within the context of the International Classification of Functioning, Disability and Health (ICF): a systematic review2026 European Geriatric Medicine review Health Professions Medical Practices and Rehabilitation Open access
Veerle H. E. W. Brouwer, Henk Jan Schuijt, Johanna M. A. Visser‐Meily, Wilco P. Achterberg, Eléonore F van Dam van Isselt
5citations -
Individual Participant Data Meta-Analysis (IPDMA) of long-term COVID-19 outcomes in a systematic review-informed, international, multidisciplinary database2025 Health and Social Care Delivery Research review Medicine Long-Term Effects of COVID-19 Open access
Myzoon Ali, Marian Brady, Pauline Campbell, Scott Rooney, Linda Jane Williams, Lorna Paul, +93 more
0citations -
Indications for surgical fixation of low-energy pelvic ring fractures in elderly: a systematic review2022 Archives of Orthopaedic and Trauma Surgery review Medicine Pelvic and Acetabular Injuries Open access
Robert A. Timmer, S. M. Verhage, Pieta Krijnen, Sven A.G. Meylaerts, Inger Birgitta Schipper
17citations -
Cholangioscopy in the diagnostic and therapeutic work-up of intraductal papillary neoplasms of the bile duct: a systematic review and meta-analysis2026 Endoscopy International Open review Medicine Cholangiocarcinoma and Gallbladder Cancer Studies Open access
David M. de Jong, Isis J. Visser, Pieter Jan F. de Jonge, Akin Inderson, Andrea A. Anderloni, George Webster, +7 more
0citations -
Methodological guidance for the evaluation and updating of clinical prediction models: a systematic review2022 BMC Medical Research Methodology review Mathematics Statistical Methods in Epidemiology Open access
Mary Ann E. Binuya, Ellen G. Engelhardt, Winnie Schats, Marjanka K. Schmidt, Ewout Willem Steyerberg
233citations -
How Feasible is the Use of Saliva for Antiviral Therapeutic Drug Monitoring? A Systematic Review and Analysis2026 Clinical Pharmacokinetics review Immunology and Microbiology Biosimilars and Bioanalytical Methods Open access
Cassandra Weng-Yan Lai, Suzanne A M Wenker, Paul W. Groundwater, Justin Beardsley, Gaurav Sutrave, Ricky Hao Chen, +2 more
0citations -
Integration of deep learning-based image analysis and genomic data in cancer pathology: A systematic review2021 European Journal of Cancer review Computer Science AI in cancer detection Open access cited by 1 patent
Lucas Schneider, Sara Laiouar-Pedari, Sara Kuntz, Eva Krieghoff‐Henning, Achim Hekler, Jakob Nikolas Kather, +3 more
102citations -
Higher healing rate after meniscal repair with concomitant ACL reconstruction for tears located in vascular zone 1 compared to zone 2: a systematic review and meta‐analysis2022 Knee Surgery Sports Traumatology Arthroscopy review Medicine Knee injuries and reconstruction techniques Open access
Laura M. Gerritsen, Thies J.N. van der Lelij, Peter van Schie, Marta F. Fiocco, Ewoud R.A. van Arkel, Rutger G. Zuurmond, +2 more
43citations