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Integration of deep learning-based image analysis and genomic data in cancer pathology: A systematic review2021 European Journal of Cancer review Computer Science AI in cancer detection Open access cited by 1 patent
Lucas Schneider, Sara Laiouar-Pedari, Sara Kuntz, Eva Krieghoff‐Henning, Achim Hekler, Jakob Nikolas Kather, +3 more
102citations -
A Finite Operator Learning Technique for Mapping the Elastic Properties of Microstructures to Their Mechanical Deformations2024 International Journal for Numerical Methods in Engineering article Physics and Astronomy Model Reduction and Neural Networks Open access
Shahed Rezaei, Reza Najian Asl, Shirko Faroughi, Mahdi Asgharzadeh, Ali Harandi, Rasoul Najafi Koopas, +3 more
27citations -
Identification of driving factors of algal growth in the South-to-North Water Diversion Project by Transformer-based deep learning2023 Water Biology and Security article Environmental Science Aquatic Ecosystems and Phytoplankton Dynamics Open access
Jing Qian, Nan Pu, Li Qian, Xiaobai Xue, Yonghong Bi, Stefan Norra
23citations -
SPiFOL: A Spectral-based physics-informed finite operator learning for prediction of mechanical behavior of microstructures2025 Journal of the Mechanics and Physics of Solids article Physics and Astronomy Model Reduction and Neural Networks Open access
Ali Harandi, Hooman Danesh, Kevin Linka, Stefanie Reese, Shahed Rezaei
19citations -
Predictive drivers and transferability of multi-scale machine learning based crop yield prediction under drought across European and Asian climates2026 Agricultural Water Management article Agricultural and Biological Sciences Climate change impacts on agriculture Open access
Hempushpa Sahu, Pradeep Kumar Garg, Saurabh Vijay, Antara Dasgupta
11citations -
ABS0718 AGE AS THE MAIN PREDICTOR FOR RHEUMATOID ARTHRITIS INITIAL TREATMENT: A MACHINE LEARNING ANALYSIS USING DATA FROM METEOR REGISTRY2025 Annals of the Rheumatic Diseases conference-abstract Medicine Rheumatoid Arthritis Research and Therapies Open access
David Vega‐Morales, Sytske Anne Bergstra, A Chopra, Wendy Marisol Orzúa-de la Fuente, Pedro Machado, Elsa Vieira‐Sousa, +1 more
0citations -
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