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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
27citations -
Uncertainty Estimation in Medical Image Classification: Systematic Review2022 JMIR Medical Informatics review Medicine Artificial Intelligence in Healthcare and Education Open access
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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
7citations -
Blood-Based Biomarkers for Improved Characterization of Traumatic Brain Injury: Recommendations from the 2024 National Institute for Neurological Disorders and Stroke Traumatic Brain Injury Classification and Nomenclature Initiative Blood-Based Biomarkers Working Group
Jeffrey J. Bazarian, Henrik Zetterberg, András Büki, Bradley A. Dengler, Ramon R. Diaz-Arrastia, Frederick Kofi Korley, +17 more
65citations -
The rise and evolving role of Fusobacterium nucleatum subspecies2025 Current Research in Microbial Sciences review Dentistry Oral microbiology and periodontitis research Open access
Marietta Wolf, Thorsten Steinberg, Konstantin J. Scholz, Anne Kruse, Sama Rezasoltani, Georg Conrads, +2 more
15citations -
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, +94 more
1citations -
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 -
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 -
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, +8 more
0citations -
A Knowledge Base of Designs and Statistical Methods for Adaptive Clinical Dose‐Finding Trials2026 Pharmaceutical Statistics review Mathematics Statistical Methods in Clinical Trials Open access
Rob Kessels, Yongxi Long, René Spijker, Ewoud Schuit, Marieke J Hollestelle, Chris van Lieshout, +3 more
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Diagnosis of infection in the foot of patients with diabetes: A systematic review2023 Diabetes/Metabolism Research and Reviews review Medicine Diabetic Foot Ulcer Assessment and Management Open access
Éric Senneville, Zaina Albalawi, Suzanne A. V. van Asten, Zulfiqarali G. Abbas, Geneve M. Allison, Javier Aragón‐Sánchez, +8 more
35citations -
Percutaneous screw osteosynthesis for the treatment of intra-articular displaced calcaneus fractures2026 European Journal of Trauma and Emergency Surgery review Medicine Foot and Ankle Surgery Open access
Leah Wilmsen, Anne Neubert, Adrian Deichsel, Stefanie Hoelscher‐Doht, Stefanie Hoelscher-Doht, Joachim Windolf, +2 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