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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 -
FLAMINGO: calibrating large cosmological hydrodynamical simulations with machine learning2023 Monthly Notices of the Royal Astronomical Society article Physics and Astronomy Galaxies: Formation, Evolution, Phenomena Open access
Roi Kugel, Joop Schaye, Matthieu Schaller, John C Helly, Joey Braspenning, Willem Elbers, +14 more
89citations -
A finite element-based physics-informed operator learning framework for spatiotemporal partial differential equations on arbitrary domains2024 Engineering With Computers article Physics and Astronomy Model Reduction and Neural Networks Open access
Yusuke Yamazaki, Mayu Muramatsu, Alexandre Viardin, Markus Apel, Tim Brepols, Stefanie Reese, +1 more
39citations -
Improving timing resolution of BGO for TOF-PET: a comparative analysis with and without deep learning2025 EJNMMI Physics article Physics and Astronomy Radiation Detection and Scintillator Technologies Open access
Francis Loignon-Houle, N. Kratochwil, Maxime Toussaint, Carsten Lowis, Gerard Ariño‐Estrada, Antonio J. González, +2 more
10citations -
A multi-centre evaluation of deep learning based radiotherapy planning for left-sided node-negative breast cancer2025 Physics and Imaging in Radiation Oncology article Physics and Astronomy Advanced Radiotherapy Techniques Open access
Marlie Besouw, Niels van Acht, Dave van Gruijthuijsen, Thérèse van Nunen, Jorien van der Leer, Maurice van der Sangen, +7 more
1citations -
Learning from natural sediments to tackle microplastics challenges: A multidisciplinary perspective2022 Earth-Science Reviews article Environmental Science Microplastics and Plastic Pollution Open access
Kryss Waldschläger, Muriel Brückner, Bethanie Carney Almroth, Christopher R. Hackney, Tanveer M. Adyel, Olubukola S. Alimi, +19 more
233citations -
The Role of Preoperative Abdominal Ultrasound in the Preparation of Patients Undergoing Primary Metabolic and Bariatric Surgery: A Machine Learning Algorithm on 4418 Patients’ Records
Mohamed Hany, Mohamed El Shafei, Mohamed Ibrahim, Ann Samy Shafiq Agayby, Anwar Ashraf Abouelnasr, Moustafa R. Aboelsoud, +2 more
14citations -
Photometric Classifications of Evolved Massive Stars: Preparing for the Era of Webb and Roman with Machine Learning2021 The Astrophysical Journal article Physics and Astronomy Stellar, planetary, and galactic studies Open access
Trevor Z. Dorn-Wallenstein, James R. A. Davenport, Daniela Huppenkothen, Emily M. Levesque
11citations