Papers matching “machine learning diagnostics” 190
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FLAG-X: Hybrid machine learning workflows for automated gating of clinical flow cytometry data2026 bioRxiv (Cold Spring Harbor Laboratory) preprint Biochemistry, Genetics and Molecular Biology Cell Image Analysis Techniques Open access
Paul Martini, Marziyeh Mohammadi, Michael Christoph Thrun, David B. Blumenthal, Stefan W. Krause
0citations -
Machine learning-based meta-analysis reveals gut microbiome alterations associated with Parkinson’s disease2025 Nature Communications article Biochemistry, Genetics and Molecular Biology Gut microbiota and health Open access
Stefano Romano, Jakob Wirbel, Rebecca Ansorge, Christian Schudoma, Quinten R. Ducarmon, Arjan Narbad
58citations -
Comparison of left ventricular mass and wall thickness between cardiac computed tomography angiography and cardiac magnetic resonance imaging using machine learning algorithms2024 European Heart Journal - Imaging Methods and Practice article Medicine Cardiac Imaging and Diagnostics Open access
Finn Y. van Driest, Rob J. van der Geest, Sharif Omara, Alexander Broersen, Jouke Dijkstra, J. Wouter Jukema, +1 more
6citations -
Prediction of impaired myocardial blood flow (MBF) with the use of machine learning techniques on CTCA based parameters2021 European Heart Journal - Cardiovascular Imaging article Medicine Cardiac Imaging and Diagnostics
Georgios-Eleftherios Kalykakis, Pavlos P. Kafouris, Athanassios Antonopoulos, T Pitsariotis, Panagiotis K. Siogkas, Themis Exarchos, +9 more
0citations -
Improving the Detection of Potential Cases of Familial Hypercholesterolemia: Could Machine Learning Be Part of the Solution?2024 Journal of the American Heart Association article Medicine Lipoproteins and Cardiovascular Health Open access
Christophe A. T. Stevens, Antonio J. Vallejo‐Vaz, Joana Rita Chora, Fotios Barkas, Julia Brandts, Alireza S. Mahani, +3 more
6citations -
Machine Learning Framework to Identify Individuals at Risk of Rapid Progression of Coronary Atherosclerosis: From the PARADIGM Registry2020 Journal of the American Heart Association article Medicine Cardiac Imaging and Diagnostics Open access
Donghee Han, Kranthi K. Kolli, Subhi Jamal Alaref, Lohendran Baskaran, Alexander R. van Rosendael, Heidi Gransar, +30 more
97citations -
Examination of the performance of machine learning-based automated coronary plaque characterization by near-infrared spectroscopy–intravascular ultrasound and optical coherence tomography with histology2025 European Heart Journal - Digital Health article Medicine Coronary Interventions and Diagnostics Open access
Retesh Bajaj, Ramya Parasa, Alexander Broersen, Tom Johnson, Mohil Garg, Francesco Prati, +12 more
11citations -
Distinguishing normal, neuropathic and myopathic EMG with an automated machine learning approach2022 Clinical Neurophysiology article Engineering Muscle activation and electromyography studies Open access
Martijn Rudolf Tannemaat, Marios Kefalas, Victor Jacobus Geraedts, L. Remijn-Nelissen, A.J.M. Verschuuren, Milan Koch, +3 more
60citations -
Abstract A051: Multi-omic explainable machine learning improves cancer treatment outcome prediction2025 Clinical Cancer Research conference-abstract Biochemistry, Genetics and Molecular Biology Breast Cancer Treatment Studies
Khoa Anh Tran, Venkateswar Addala, Lambros T. Koufariotis, Jia Zhang, Scott Wood, Conrad Leonard, +10 more
2citations -
Urinary microRNAs for the non-invasive diagnosis of endometriosis identified by next-generation sequencing and machine learning2026 Reproductive Biology and Endocrinology article Medicine Endometriosis Research and Treatment Open access
Tomáš Kupec, Julia Wittenborn, Chao-Chung Kuo, Laila Najjari, Rebecca Senger, Philipp Meyer-Wilmes, +2 more
4citations -
CIN2 + detection in high-risk HPV patients with no or minor cervical cytologic abnormalities: a clinical approach validated by machine learning2023 Archives of Gynecology and Obstetrics article Medicine Cervical Cancer and HPV Research Open access
Julia Wittenborn, Tomáš Kupec, Séverine Iborra, Laila Najjari, Lieven Nils Kennes, Elmar Stickeler
3citations