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Deep learning segmentation model for quantification of infarct size in pigs with myocardial ischemia/reperfusion2024 Basic Research in Cardiology article Computer Science Medical Image Segmentation Techniques Open access
Felix Braczko, Andreas Skyschally, Helmut Raphael Lieder, Jakob Nikolas Kather, Petra Kleinbongard, Gerd Heusch
2citations -
Prediction of heart transplant rejection from routine pathology slides with self-supervised deep learning2023 European Heart Journal - Digital Health article Computer Science AI in cancer detection Open access
Tobias Paul Seraphin, Mark Luedde, Christoph Roderburg, Marko van Treeck, Pascal Scheider, Roman David Buelow, +11 more
33citations -
Reconstruction of patient-specific confounders in AI-based radiologic image interpretation using generative pretraining2024 Cell Reports Medicine article Computer Science Explainable Artificial Intelligence (XAI) Open access
Tianyu Han, Laura Žigutytė, Luisa Charlotte Huck, Marc Huppertz, Robert Malte Siepmann, Yossi Gandelsman, +6 more
10citations -
High interstudy repeatability of automatic deep learnt biventricular CMR measurements2021 European Heart Journal - Cardiovascular Imaging article Computer Science Medical Image Segmentation Techniques
Samer Alabed, Kavita Karunasaagarar, Faisal Alandejani, Pankaj Garg, Johanna Uthoff, Peter Metherall, +6 more
0citations -
Fully automatic cardiac four chamber and great vessel segmentation on CT pulmonary angiography using deep learning2022 Frontiers in Cardiovascular Medicine article Computer Science Medical Image Segmentation Techniques Open access
Michael J. Sharkey, Jonathan Christopher Taylor, Samer Alabed, Krit Dwivedi, Kavita Karunasaagarar, Christopher Johns, +10 more
39citations -
Privacy-preserving dataset combination and Lasso regression for healthcare predictions2021 BMC Medical Informatics and Decision Making article Computer Science Privacy-Preserving Technologies in Data Open access
Marie Beth van Egmond, Gabriele Spini, Onno van der Galiën, Arne S. IJpma, Thijs Veugen, Wessel Kraaij, +6 more
50citations -
Deep Learning Segmentation of the Right Ventricle in Cardiac MRI: The M&Ms Challenge2023 IEEE Journal of Biomedical and Health Informatics article Computer Science Medical Image Segmentation Techniques Open access
Carlos Martín-Isla, Víctor M. Campello, Cristian Izquierdo, Kaisar Kushibar, Carla Sendra-Balcells, Polyxeni Gkontra, +34 more
90citations -
Large language models for structured cardiovascular data extraction: a foundation for scalable research and clinical applications2025 European Heart Journal - Digital Health article Computer Science Machine Learning in Healthcare Open access
Wouter P M van der Loo, Viktor van der Valk, Tim van den Broek, Douwe E. Atsma, Marius Staring, Roderick W.C. Scherptong
4citations -
Cooperative AI training for cardiothoracic segmentation in computed tomography: An iterative multi-center annotation approach2024 European Journal of Radiology article Computer Science Medical Image Segmentation Techniques Open access
Bianca C Lassen-Schmidt, Bettina Baeßler, Matthias Gutberlet, Josephine Berger, Jan Michael Brendel, Andreas Michael Bucher, +17 more
4citations -
Uncertainty Quantification in Machine Learning Based Segmentation: A Post-Hoc Approach for Left Ventricle Volume Estimation in MRI2025 SIAM/ASA Journal on Uncertainty Quantification article Computer Science Medical Image Segmentation Techniques Open access
Felix Terhag, Philipp Knechtges, Achim Basermann, Raul F. Tempone
1citations
18 results