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Deep‐learning model for prenatal congenital heart disease screening generalizes to community setting and outperforms clinical detection2023 Ultrasound in Obstetrics and Gynecology article Medicine Artificial Intelligence in Healthcare and Education Open access
Chinmayee Athalye, Amber E. L. van Nisselrooij, Syed Shamair Ali Rizvi, Monique C. Haak, Anita J. Moon‐Grady, Rima Arnaout
45citations -
Interpretable deep learning model to predict the molecular classification of endometrial cancer from haematoxylin and eosin-stained whole-slide images: a combined analysis of the PORTEC randomised trials and clinical cohorts
Sarah Volinsky-Fremond, Sonali Andani, Jurriaan Barkey Wolf, Jouke Dijkstra, Sinead Melsbach, Jan J. Jobsen, +18 more
134citations -
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 -
End-to-end prediction of clinical outcomes in head and neck squamous cell carcinoma with foundation model-based multiple instance learning2025 BMC Artificial Intelligence article Medicine Radiomics and Machine Learning in Medical Imaging Open access
Asier Rabasco Meneghetti, Marta Ligero, Jens‐Peter Kühn, Steffen Löck, Zunamys Itzell Carrero, Raquel Pérez-López, +6 more
4citations -
A gridded air quality forecast through fusing site-available machine learning predictions from RFSML v1.0 and chemical transport model results from GEOS-Chem v13.1.0 using the ensemble Kalman filter2023 Geoscientific model development article Environmental Science Air Quality Monitoring and Forecasting Open access
Jianbing Jin, Arjo J. Segers, Hong Liao, Ke Li, Bufan Xu, Wei Han, +2 more
14citations -
Federated two-stage machine learning model for ultrasonic guided wave structural health monitoring of composite structures2025 Digital Twins, AI, and NDE for Industry Applications and Energy Systems conference-paper Engineering Ultrasonics and Acoustic Wave Propagation
Lukas Jilke, Emy Arts, Florian Raddatz, Norbert Hosters, Marek Behr, Gerko Wende
1citations -
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 -
The FRAM Error Model Within a System Theoretical Work System to Support Conceptually the Development of a Technical Learning System for Learning from Errors2021 Lecture notes in networks and systems conference-paper Engineering Design Education and Practice
Marvin Goppold, Sven M. Tackenberg, Martin Frenz, Verena Nitsch
1citations -
Part-mass control in injection molding of recycled thermoplastics by learning-enabled model predictive cavity-pressure control2026 Journal of Process Control article Engineering Advanced Control Systems Optimization Open access
Robert Göllinger, Moritz Mascher, Christopher Schulte, Philipp Schubert, Christian Hopmann, Heike Vallery, +1 more
1citations