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The Impact of Digital Histopathology Batch Effect on Deep Learning Model Accuracy and Bias2020 bioRxiv (Cold Spring Harbor Laboratory) preprint Computer Science AI in cancer detection Open access
Frederick Matthew Howard, James M. Dolezal, Sara E. Kochanny, Jefree J. Schulte, Heather Chen, Lara Rosaline Heij, +7 more
25citations -
Identifying Novel Inhibitors for Hepatic Organic Anion Transporting Polypeptides by Machine Learning-Based Virtual Screening2022 Journal of Chemical Information and Modeling article Computer Science Computational Drug Discovery Methods Open access
Alzbeta Tuerkova, Brandon J. Bongers, Ulf Norinder, Orsolya Ungvári, Virág Székely, Andrey Tarnovskiy, +4 more
24citations -
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 -
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 -
HD-EPIC: A Highly-Detailed Egocentric Video Dataset2025 IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings conference-paper Computer Science Multimodal Machine Learning Applications Open access
Toby Perrett, Ahmad Darkhalil, Omar Emara, Sam Pollard, Kranti Kumar Parida, Prajwal Gatti, +9 more
22citations -
A Deductive Verification Infrastructure for Probabilistic Programs2023 Proceedings of the ACM on Programming Languages article Computer Science Logic, programming, and type systems Open access
Philipp Schröer, Kevin Batz, Benjamin Lucien Kaminski, Joost-Pieter Katoen, Christoph Matheja
22citations -
Swarm learning for decentralized artificial intelligence in cancer histopathology2021 bioRxiv (Cold Spring Harbor Laboratory) preprint Computer Science AI in cancer detection Open access
Oliver Lester Saldanha, Philip Quirke, Nicholas Paul West, Jacqueline A. James, Maurice Bernard Loughrey, Heike Irmgard Grabsch, +20 more
22citations -
Potential of Homomorphic Encryption for Cloud Computing Use Cases in Manufacturing2023 Journal of Cybersecurity and Privacy article Computer Science Cryptography and Data Security Open access
Raphael Kiesel, Marvin Lakatsch, Alexander Mann, Karl Lossie, Felix Sohnius, Robert Heinrich Schmitt
21citations -
Reducing the Annotation Effort for Video Object Segmentation Datasets2021 IEEE Winter Conference on Applications of Computer Vision conference-paper Computer Science Advanced Neural Network Applications Open access cited by 1 patent
Paul Voigtlaender, Lishu Luo, Chun Yuan, Yong Jiang, Bastian Leibe
21citations -
Adoption and Effects of Software Engineering Best Practices in Machine Learning2020 Zenodo (CERN European Organization for Nuclear Research) conference-paper Computer Science Software Engineering Techniques and Practices Open access
Alex Serban, Koen van der Blom, Holger H. Hoos, Joost Visser
21citations -
Toward Assay-Aware Bioactivity Model(er)s: Getting a Grip on Biological Context2025 Journal of Chemical Information and Modeling article Computer Science Computational Drug Discovery Methods Open access
Linde Schoenmaker, Enzo G. Sastrokarijo, Laura H. Heitman, Joost B. Beltman, Willem Jespers, Gerard J. P. van Westen
21citations -
Deep Anatomical Federated Network (Dafne): An open client-server framework for the continuous, collaborative improvement of deep learning-based medical image segmentation2023 arXiv (Cornell University) preprint Computer Science Medical Image Segmentation Techniques Open access
Francesco Santini, Jakob Wasserthal, Abramo Agosti, Xeni Deligianni, Kevin R. Keene, Hermien E. Kan, +8 more
20citations -
AlphaFold Meets De Novo Drug Design: Leveraging Structural Protein Information in Multitarget Molecular Generative Models2024 Journal of Chemical Information and Modeling article Computer Science Computational Drug Discovery Methods Open access
Andrius Bernatavicius, Martin Šícho, Antonius P. A. Janssen, Alan Kai Hassen, Mike Preuß, Gerard J. P. van Westen
20citations -
Under Pressure: Cognitive Effort During Website-Based Task Performance is Associated with Pupil Size, Visual Exploration, and Users’ Intention to Recommend19citations