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Aligning the Goals of Learning Analytics with its Research Scholarship2023 Journal of Learning Analytics article Computer Science Online Learning and Analytics Open access
Rebecca Ferguson, Hassan Khosravi, Vitomir Kovanović, Olga Viberg, Ashish Aggarwal, Matthieu J. S. Brinkhuis, +24 more
13citations -
Localization-Driven Speech Enhancement in Noisy Multi-Speaker Hospital Environments Using Deep Learning and Meta Learning2022 IEEE/ACM Transactions on Audio Speech and Language Processing article Computer Science Speech and Audio Processing
Mahdi Barhoush, Ahmed Hallawa, Arne Peine, Lukas Märtin, Anke Schmeink
22citations -
The COSMO@Home Application – Iterative Development and Implementation of the Learning Goals2021 Advances in Computer-Human Interaction article Computer Science Usability and User Interface Design
Marie Sjölinder, Olov Ståhl, Erik Einebrant, László Sall Vesselényi, Niels Swinkels, Barbara Weyn, +11 more
1citations -
Machine Learning as a Service for DiSSCo’s Digital Specimen Architecture2021 Biodiversity Information Science and Standards article Computer Science Research Data Management Practices Open access
Jonas Grieb, Claus Weiland, Alex Hardisty, Wouter Addink, Sharif Islam, Sohaib Younis, +1 more
7citations -
DrugEx v2: de novo design of drug molecules by Pareto-based multi-objective reinforcement learning in polypharmacology2021 Journal of Cheminformatics article Computer Science Computational Drug Discovery Methods Open access
Xuhan Liu, Kai Ye, Herman van Vlijmen, Michael Emmerich, Adriaan P. IJzerman, Gerard J. P. van Westen
118citations -
Reinforcement Learning Agent for Multi-Objective Online Process Parameter Optimization of Manufacturing Processes2025 Applied Sciences article Computer Science Advanced Multi-Objective Optimization Algorithms Open access cited by 1 patent
Akshay Paranjape, Nahid Quader, Lars Uhlmann, Benjamin Berkels, Dominik Wolfschläger, Robert Heinrich Schmitt, +1 more
3citations -
Making sense of fossils and artefacts: a review of best practices for the design of a successful workflow for machine learning-assisted citizen science projects
Isaak Eijkelboom, Anne S. Schulp, Luc W. S. W. Amkreutz, Dylan Verheul, Wouter Verschoof‐van der Vaart, Sasja van der Vaart-Verschoof, +5 more
3citations -
Handwork vs machine: a comparison of rheumatoid arthritis patient populations as identified from EHR free-text by diagnosis extraction through machine-learning or traditional criteria-based chart review2021 Arthritis Research & Therapy article Computer Science Machine Learning in Healthcare Open access
Tjardo Daniël Maarseveen, Marc P. Maurits, Ellis Niemantsverdriet, Annette H M van der Helm–van Mil, Tom W. J. Huizinga, Rachel Knevel
24citations -
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 -
Decentralized Distributed Multi-institutional PET Image Segmentation Using a Federated Deep Learning Framework2022 Clinical Nuclear Medicine article Computer Science Medical Image Segmentation Techniques Open access
Isaac Shiri, Alireza Vafaei Sadr, Mehdi Amini, Yazdan Salimi, Amirhossein Sanaat, Azadeh Akhavanallaf, +9 more
53citations