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Bernhard Gerber

Oncology Institute of Southern Switzerland - Clinic of Haematology

Switzerland

SCHOLARLY PAPERS

3

DOWNLOADS

294

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, Cantonal Hospital of 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 113 (626,371)
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 111 (635,507)

Abstract:

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

3.

Long-Term Evaluation of Antiphospholipid Antibodies in Patients with COVID-19

Number of pages: 30 Posted: 08 Feb 2021
Oncology Institute of Southern Switzerland - Clinic of Haematology, Oncology Institute of Southern Switzerland - Clinic of Haematology, University of Basel - Service of Haematology, Ente Ospedaliero Cantonale - Division of Infectious Diseases, Regional Hospital Lugano - Division of Infectious Diseases, Ente Ospedaliero Cantonale - Department of Internal Medicine, Ente Ospedaliero Cantonale - Department of Intensive Care Medicine, Università della Svizzera Italiana - Biomedical Faculty, Ente Ospedaliero Cantonale - Institute of Laboratory Medicine, Oncology Institute of Southern Switzerland - Clinic of Haematology, Ente Ospedaliero Cantonale - Institute of Laboratory Medicine, Oncology Institute of Southern Switzerland - Clinic of Haematology, Oncology Institute of Southern Switzerland - Clinic of Haematology and Oncology Institute of Southern Switzerland - Clinic of Haematology
Downloads 70 (875,328)

Abstract:

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COVID-19; SARS-CoV-2; venous thromboembolism; cardiovascular complications; antiphospholipid antibodies; lupus anticoagulant