Michael Nagler

University of Bern - University Institute of Clinical Chemistry

SCHOLARLY PAPERS

3

DOWNLOADS

192

TOTAL CITATIONS

1

Scholarly Papers (3)

1.

Reducing Delayed Diagnosis and Overtreatment in Heparin-Induced Thrombocytopenia by Using a Machine-Learning Model: A Prospective, Multicenter, Observational Study

Number of pages: 26 Posted: 04 Jul 2022
University of Bern - University Institute of Clinical Chemistry, University of Pennsylvania - Department of Pathology and Laboratory Medicine, University of Bern - Institute of Mathematics, University of Bern - University Institute of Clinical Chemistry, University of Zurich - Department of Medical Oncology and Hematology, Basel University - Diagnostic Haematology, Universitätsmedizin Greifswald - Institut für Immunologie und Transfusionsmedizin, Kantonsspital Aarau - Department of Laboratory Medicine, Municipal Hospital Zurich Triemli - Clinic of Medical Oncology and Hematology, Cantonal Hospital of Lucerne - Division of Hematology, Oncology Institute of Southern Switzerland - Clinic of Haematology, University of Bern - Department of Hematology and Central Hematology Laboratory, CHI Franciscan Medical Group - Division of Hematology, Kantonsspital St. Gallen, University of Bern - Institute of Mathematics, University of Bern - ARTORG Center for Biomedical Engineering Research, University Hospital of Tübingen - Centre for Clinical Transfusion Medicine and University of Bern - University Institute of Clinical Chemistry
Downloads 100 (577,543)
Citation 1

Abstract:

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Artificial intelligence, machine-learning, diagnostic prediction models, sensitivity/ specificity, heparin / adverse effects*, thrombocytopenia / chemically induced*, thrombocytopenia / drug therapy, anticoagulants / therapeutic use, Platelet count, heparin‐induced thrombocytopenia

2.

MBD-Check: An Interpretable Machine Learning Decision Support Tool for the Preoperative Prediction of Mild Bleeding Disorders—Model Development, External Validation, and User-Centric Evaluation

Number of pages: 27 Posted: 26 Feb 2025
University of Bern - University Institute of Clinical Chemistry, University of Bern - University Institute of Clinical Chemistry, Hôpital de Thoune, Cantonal Hospital of Lucerne, University of Bern - Inselspital, University of Lausanne - Haematology Service, Oncology Institute of Southern Switzerland - Clinic of Haematology, University of Bern, University of Bern, University of Bern, University of Bern, University of Bern, Sana Heart Center Cottbus, University of Bern, University of Zurich, Duke University, University of Thessaly and University of Bern - University Institute of Clinical Chemistry
Downloads 56 (802,568)

Abstract:

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diagnosis, machine-learning, periperative care, von Willebrand disease, platelet function test

3.

Delineating Autoimmune Hepatitis from Drug-Induced Liver Injury: The Role of Anti-Nucleosome and Anti-Histone Antibodies

Number of pages: 36 Posted: 06 Jun 2024
University of Bern - University Clinic for Visceral Surgery and Medicine, University of Bern - University Clinic for Visceral Surgery and Medicine, University of Bern - University Institute of Clinical Chemistry, University of Bern - Institute of Pathology, University of Bern - University Institute of Clinical Chemistry, University of Bern - University Clinic for Visceral Surgery and Medicine, University of Bern - University Institute of Clinical Chemistry, University of Bern - University Institute of Clinical Chemistry and University of Bern - University Clinic for Visceral Surgery and Medicine
Downloads 36 (973,908)

Abstract:

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autoimmune hepatitis, drug-induced liver injury, drug-induced autoimmune-like hepatitis, anti-nuclear antibodies, anti-nucleosome antibodies, anti-histone antibodies