Papers matching “explainable machine learning” 17
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Machine learning cardiac-MRI features predict mortality in newly diagnosed pulmonary arterial hypertension2022 European Heart Journal - Digital Health article Medicine Pulmonary Hypertension Research and Treatments Open access
Samer Alabed, Johanna Uthoff, Shuo Zhou, Pankaj Garg, Krit Dwivedi, Faisal Alandejani, +12 more
35citations -
An interpretable machine learning framework with data-informed imaging biomarkers for diagnosis and prediction of Alzheimer’s disease2026 Computerized Medical Imaging and Graphics article Medicine Dementia and Cognitive Impairment Research Open access
Wenjie Kang, Bo Li, Lize Corrine Jiskoot, Peter Paul De Deyn, Geert Jan Biessels, Huiberdina L. Koek, +6 more
7citations -
Predicting Patient Death after Allogeneic Stem Cell Transplantation for Inborn Errors Using Machine Learning (PREPAD): A European Society for Blood and Marrow Transplantation Inborn Errors Working Party Study2023 Transplantation and Cellular Therapy article Medicine Hematopoietic Stem Cell Transplantation Open access
Erik G. J. von Asmuth, Bénédicte Neven, Michael H. Albert, Alexander B. Mohseny, Marco W. Schilham, Harald Binder, +2 more
8citations -
Explainable fully automated CT scoring of interstitial lung disease for patients suspected of systemic sclerosis by cascaded regression neural networks and its comparison with experts2024 Scientific Reports article Medicine Radiomics and Machine Learning in Medical Imaging Open access
Jingnan Jia, Irene Hernandez Giron, Anne A. Schouffoer, Jeska Kirsten De Vries-Bouwstra, Maarten K. Ninaber, Julie C. Korving, +3 more
9citations -
Pre-ECMO characteristics, organ dysfunction and exploratory mortality prediction in COVID-19 versus non-COVID-19 ARDS treated with veno-venous ECMO: a retrospective cohort study
Mirja Mittermaier, Jan A. Graw, Alexander H. Thieme, Johann Lieberwirth, Oliver Hunsicker, Daniel Zickler, +17 more
0citations -
Comparing a rule-based decision tree to an LSTM network for the detection of ineffective efforts during expiration in neonates2025 Current Directions in Biomedical Engineering article Medicine Respiratory Support and Mechanisms Open access
Camelia Oprea, Lena Olivier, Mark Schoberer, André Stollenwerk
1citations -
Identification of impactful imaging biomarker: Clinical applications for breast and prostate carcinoma2023 RöFo - Fortschritte auf dem Gebiet der Röntgenstrahlen und der bildgebenden Verfahren article Medicine Radiomics and Machine Learning in Medical Imaging Open access
Tobias Bäuerle, Matthias Dietzel, Katja Pinker, David Bonekamp, Kevin S. Zhang, Heinz‐Peter Schlemmer, +8 more
3citations
17 results