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Garbage in, (mis)diagnosis out: making laboratory measurement bias visible and actionable across clinical algorithm outputs2026 Clinical Chemistry and Laboratory Medicine (CCLM) article Medicine Clinical Laboratory Practices and Quality Control
Niels van Noort, Marith van Schrojenstein Lantman, Mathie P.G. Leers, Remy J.H. Martens, Volkher Scharnhorst, Marc Thelen, +1 more
0citations -
German Expert Consensus on Opioid-Induced Constipation (OIC): Recommendations and a Treatment Algorithm for Clinical Practice2026 Journal of Clinical Medicine article Medicine Gastrointestinal motility and disorders Open access
Bastian Wobbe, Viola Andresen, Ralf Baron, Jürgen Eiche, Frank Elsner, Sven Gottschling, +7 more
2citations -
2022-RA-1085-ESGO Using data-driven algorithms and real-world data for updating endometrial clinical practice guidelines2022 International Journal of Gynecological Cancer article Medicine Clinical practice guidelines implementation Open access
Olga L. van der Hel, Kees C.W.J. Ebben, Thijs van Vegchel, Arturo Moncada Torres, Jurrian van der Werf, Maaike A. van der Aa, +1 more
0citations -
Comparison of two algorithms to support medication surveillance for drug-drug interactions between QTc-prolonging drugs2020 International Journal of Medical Informatics article Medicine Pharmaceutical Practices and Patient Outcomes Open access
Florine A. Berger, Heleen van der Sijs, Teun van Gelder, Aaf F.M. Kuijper, Patricia M. L. A. van den Bemt, Matthijs L. Becker
8citations -
Care after pancreatic resection according to an algorithm for early detection and minimally invasive management of pancreatic fistula versus current practice (PORSCH-trial): design and rationale of a nationwide stepped-wedge cluster-randomized trial
F. Jasmijn Smits, Anne Claire Henry, Casper H.J. van Eijck, Marc G. Besselink, Olivier R. Busch, Mark J. Arntz, +25 more
45citations -
Care after pancreatic resection according to an algorithm for early detection and minimally invasive management of pancreatic fistula versus current practice (PORSCH-trial): design and rationale of a nationwide stepped-wedge cluster randomized trial
F. Jasmijn Smits, AC Henry, CH van Eijck, Marc G. Besselink, O. R. C. Busch, M Arntz, +25 more
0citations -
PP043 Topic: AS04–Emerging Sciences, Methodologies, Big Data and Technology: “POSITIVE YET PRUDENT”: NURSES’ PERCEPTIONS ABOUT DATA-DRIVEN ALGORITHMS IN PEDIATRIC HIGH DEPENDENCY CARE WITHIN LOW-RESOURCE SETTINGS, A PRE-IMPLEMENTATION AND HUMAN-CENTRED DESIGN STUDY IN MALAWI2024 Pediatric Critical Care Medicine conference-abstract Medicine Healthcare Technology and Patient Monitoring
Margot M. Rakers, Daniel Mwale, Lieke de Mare, Lezzie Chirambo, Bart Bierling, Alice Likumbo, +7 more
0citations -
Algorithm-based care versus usual care for the early recognition and management of complications after pancreatic resection in the Netherlands: an open-label, nationwide, stepped-wedge cluster-randomised trial
Christiaan van der Leij, Bert A. Bonsing, Bas Groot Koerkamp, Vincent Erwin de Meijer, Lois A. Daamen, Stefan A.W. Bouwense, +5 more
179citations -
Availability of Evidence for Predictive Machine Learning Algorithms in Primary Care2024 JAMA Network Open article Medicine Artificial Intelligence in Healthcare and Education Open access
Margot M. Rakers, Marieke Meija van Buchem, Sergej Kucenko, Anne de Hond, Ilse M.J. Kant, Maarten van Smeden, +5 more
32citations -
Cautiously optimistic: paediatric critical care nurses’ perspectives on data-driven algorithms in low-resource settings—a human-centred design study in Malawi2024 BMC Global and Public Health article Medicine Healthcare Technology and Patient Monitoring Open access
Margot M. Rakers, Daniel Mwale, Lieke de Mare, Lezzie Chirambo, Bart Bierling, Alice Likumbo, +6 more
3citations -
A study protocol for a randomised controlled trial evaluating the safety and efficiency of the YEARS algorithm versus computed tomography pulmonary angiography only for suspected acute pulmonary embolism in patients with cancer: the Hydra Study
Emily S.L. Martens, Bram Akerboom, Christine Baumgartner, Brouwer Re, Chiara Cavallaro, Michiel Coppens, +30 more
0citations -
Prediction and risk evaluation of delirium after surgery in older patients: development and internal validation of an algorithm from the prospective BioCog cohort study2026 British Journal of Anaesthesia article Medicine Intensive Care Unit Cognitive Disorders Open access
Florian Lammers‐Lietz, Levent Akyuez, Diana Boraschi, Friedrich Borchers, Jeroen de Bresser, Sreyoshi Chatterjee, +54 more
6citations -
OC03.01: *A comparison between the IOTA assessment of different neoplasias in the adnexa, the risk of malignancy index and the risk of ovarian malignancy algorithm to assess the risk of malignancy in women with an ovarian tumour2020 Ultrasound in Obstetrics and Gynecology conference-abstract Medicine Ovarian cancer diagnosis and treatment Open access
Chiara Landolfo, Jolien Ceusters, An Coosemans, Toon Van Gorp, Wouter Froyman, Ruben Heremans, +10 more
0citations -
Mortality Prediction in Severe Traumatic Brain Injury Using Traditional and Machine Learning Algorithms2023 Journal of Neurotrauma article Medicine Traumatic Brain Injury and Neurovascular Disturbances Open access
Xiang Wu, Xiao Li Xu, Ewout Willem Steyerberg, Isabel Retel Helmrich, Fiona Elizabeth Lecky, Jianying Guo, +6 more
33citations -
The diagnostic performance of the YEARS and Pulmonary Embolism Graduated D-dimer algorithms in patients with prior venous thrombosis suspected of pulmonary embolism2026 Research and Practice in Thrombosis and Haemostasis article Medicine Venous Thromboembolism Diagnosis and Management Open access
Emily S.L. Martens, Vicky Mai, Veronica Bates, A. Delluc, Philippe Girard, Menno V. Huisman, +14 more
0citations -
Patients With Femoral Neck Fractures Are at Risk for Conversion to Arthroplasty After Internal Fixation: A Machine‐learning Algorithm2022 Clinical Orthopaedics and Related Research article Medicine Hip and Femur Fractures Open access
Anouk van de Kuit, Jacobien H. F. Oosterhoff, Hidde Dijkstra, Sheila Sprague, Sofia Bzovsky, Mohit Bhandari, +6 more
12citations -
FDA-approved machine learning algorithms in neuroradiology: A systematic review of the current evidence for approval2023 Artificial Intelligence in Medicine review Medicine Artificial Intelligence in Healthcare and Education
Alexander G. Yearley, Caroline M.W. Goedmakers, Armon Panahi, Joanne A. Doucette, Aakanksha Rana, Kavitha Ranganathan, +1 more
21citations -
Deep learning image enhancement algorithms in PET/CT imaging: a phantom and sarcoma patient radiomic evaluation2025 European Journal of Nuclear Medicine and Molecular Imaging article Medicine Radiomics and Machine Learning in Medical Imaging Open access
Lara M. Bonney, Gijsbert M. Kalisvaart, Floris H. P. van Velden, Kevin Martin Bradley, Andrew Bassim Hassan, Willem Grootjans, +1 more
8citations