Papers matching “deep learning prediction” 612
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Heidelberg Perioperative Deep Data Registry and Biomaterial Bank (HeiPoDD Registry and Bio Bank): study protocol for a prospective single-centre registry and biobank for patients undergoing high-risk non-cardiac surgery in a German university hospital
Hans Thomas Hölzer, Christian Niklas, Solveig Tenckhoff, Manuel Feißt, Tobias Hölle, Martin Dugas, +12 more
2citations -
Analysis of B-Scan Ultrasonography Using Neural Networks to Predict Risk of Fibrosis in Patients With Metabolic Dysfunction-Associated Steatotic Liver Disease (MASLD)2026 Ultrasound in Medicine & Biology article Medicine Liver Disease Diagnosis and Treatment Open access
J. Stansch, Kien Vu Trung, Valentin Blank, Jakob Nikolas Kather, Moritz Herzog, Tobias Seibel, +5 more
1citations -
Machine Learning Algorithms in Neuroimaging: An Overview2021 Acta neurochirurgica. Supplementum book-chapter Medicine Artificial Intelligence in Healthcare and Education
Vittorio Stumpo, Julius M. Kernbach, Christiaan Hendrik Bas van Niftrik, Martina Sebök, Jorn Fierstra, Luca Regli, +2 more
16citations -
Predicting clinical drug response from model systems by non-linear subspace-based transfer learning2020 bioRxiv (Cold Spring Harbor Laboratory) preprint Computer Science Computational Drug Discovery Methods Open access
Soufiane M. C. Mourragui, Marco Loog, Daniël J. Vis, Kat S Moore, Anna G. Manjón, Mark A. van de Wiel, +2 more
9citations -
Implementing artificial intelligence and machine learning algorithms for optimized crop management: a systematic review on data-driven approach to enhancing resource use and agricultural sustainability2025 Cogent Food & Agriculture review Agricultural and Biological Sciences Smart Agriculture and AI Open access
Okechukwu Paul-Chima Ugwu, Fabian Chukwudi Ogenyi, Esther Ugo Alum, Val Hyginus Udoka Eze, Mariam Basajja, Jovita Nnenna Ugwu, +5 more
29citations -
Neural Architecture and Hyperparameter Selection Through Meta-Learning on Time Series2026 Proceedings of the AAAI Conference on Artificial Intelligence conference-paper Computer Science Machine Learning and Data Classification Open access
Erfan Moeini, Christopher Vox, Marie Anastacio, Wadie Skaf, Mitra Baratchi, Holger H. Hoos
0citations -
The immuneML ecosystem for machine learning analysis of adaptive immune receptor repertoires2021 Nature Machine Intelligence article Biochemistry, Genetics and Molecular Biology vaccines and immunoinformatics approaches Open access
Milena Pavlović, Lonneke Scheffer, Keshav Motwani, Chakravarthi Kanduri, Radmila Kompova, Nikolay Vazov, +36 more
88citations -
Digitalizing metallic materials from image segmentation to multiscale solutions via physics informed operator learning2025 npj Computational Materials article Materials Science Machine Learning in Materials Science Open access
Shahed Rezaei, Kianoosh Taghikhani, Alexandre Viardin, Reza Najian Asl, Nikhil Vijay Jagtap, David Benjamin Bailly, +7 more
7citations