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Prediction of long-term hospitalisation and all-cause mortality in patients with chronic heart failure on Dutch claims data: a machine learning approach2021 BMC Medical Informatics and Decision Making article Medicine Heart Failure Treatment and Management Open access
Onno P. van der Galiën, René C. Hoekstra, Muhammed T. Gürgöze, Olivier Christiaan Manintveld, Mark R. van den Bunt, Cor J. Veenman, +1 more
9citations -
Serotonin depletion impairs both Pavlovian and instrumental reversal learning in healthy humans2020 bioRxiv (Cold Spring Harbor Laboratory) preprint Neuroscience Neurotransmitter Receptor Influence on Behavior Open access
Jonathan W. Kanen, Annemieke M. Apergis-Schoute, Robyn Yellowlees, Fréderique E. Arntz, Febe E. van der Flier, Annabel C. Price, +6 more
8citations -
Automated assessment of human engineered heart tissues using deep learning and template matching for segmentation and tracking2023 Bioengineering & Translational Medicine article Biochemistry, Genetics and Molecular Biology Cell Image Analysis Techniques Open access
José M. Rivera‐Arbeláez, Danjel Keekstra, Carla Cofiño‐Fabrés, Tom Boonen, Milica Dostanić, Simone A. ten Den, +7 more
8citations -
Using Reinforcement Learning for Per-Instance Algorithm Configuration on the TSP2023 IEEE Symposium Series on Computational Intelligence (SSCI) conference-paper Computer Science Metaheuristic Optimization Algorithms Research Open access
Moritz Vinzent Seiler, Jeroen Rook, Jonathan Heins, Oliver Ludger Preuß, Jakob Bossek, Heike Trautmann
7citations -
Deep Learning–Based Classification of Early-Stage Mycosis Fungoides and Benign Inflammatory Dermatoses on H&E-Stained Whole-Slide Images: A Retrospective, Proof-of-Concept Study2024 Journal of Investigative Dermatology article Computer Science AI in cancer detection Open access
Thom Doeleman, Siemen Brussee, Liesbeth M. Hondelink, Daniëlle W F Westerbeek, Ana Sequeira, P. Valkema, +8 more
7citations -
Evaluation of Gas Bubble Coverage in a Flow Field by Deep Learning-Based Analysis: The Impact of Gas Content on PEM Electrolyzer Performance2025 Journal of The Electrochemical Society article Engineering Fuel Cells and Related Materials Open access
Violeta Karyofylli, André Colliard-Granero, Christoph König, Ali Javed, Michael Hermann Eikerling, Hans Kungl, +3 more
6citations -
Subcortical Segmentation of the Fetal Brain in 3D Ultrasound using Deep Learning2021 bioRxiv (Cold Spring Harbor Laboratory) preprint Computer Science Medical Image Segmentation Techniques Open access
Linde S. Hesse, Moska Aliasi, Felipe A. Moser, Monique C. Haak, Weidi Xie, Mark Jenkinson, +1 more
4citations -
Automated Deep Learning–based Segmentation of the Dentate Nucleus Using Quantitative Susceptibility Mapping MRI2025 Radiology Artificial Intelligence article Computer Science Medical Image Segmentation Techniques Open access
Diogo H. Shiraishi, Susmita Saha, Isaac Mawusi Adanyeguh, Sirio Cocozza, Louise A. Corben, Andreas Deistung, +34 more
4citations -
From prediction to practice: early implementation of a machine learning–based hospitalization prediction tool in the emergency department2026 International Journal of Medical Informatics article Medicine Emergency and Acute Care Studies Open access
Wouter Raven, Anne de Hond, J. Vermeire, Laurens Schinkelshoek, L. Mulder, A. van Someren, +3 more
3citations -
Deep reinforcement learning for simulating the strategic bidding behaviour of distributed flexibilities in smart markets2020 CIRED - Open Access Proceedings Journal article Engineering Smart Grid Energy Management Open access
Jacob Tran, P. Pfeifer, Kristian Berch, Simon Krahl, Albert Moser
2citations -
A call to ensure reproducibility of machine learning applications in industrial ecology2026 Research Square preprint Decision Sciences Scientific Computing and Data Management Open access
Keagan Hudson Rankin, Franco Donati, Qingshi Tu, Jesse Ward-Bond, Nolan Reitz, Brianna Hiser, +5 more
1citations