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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 -
Improving Model Accuracy for Imbalanced Image Classification Tasks by Adding a Final Batch Normalization Layer: An Empirical Study8citations
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Refining the Classroom: The Self-Supervised Professor Model for Improved Segmentation of Locally Advanced Pancreatic Ductal Adenocarcinoma2025 Journal of Imaging Informatics in Medicine article Computer Science Medical Image Segmentation Techniques Open access
Jacqueline Isabel Bereska, Selina Palic, Leonard F. Bereska, Efstratios Gavves, C. Yung Nio, Marnix P. M. Kop, +8 more
0citations -
Evaluation of an artificial intelligence model based on multiparametric transrectal ultrasound for localizing clinically significant prostate cancer by simulation of targeted biopsies
Daniël L. van den Kroonenberg, Florian Delberghe, Auke Jager, Arnoud W. Postema, Katelijne C. C. de Bie, Johannes B. Reitsma, +9 more
3citations -
Accuracy and Precision of Mandible Segmentation and Its Clinical Implications: Virtual Reality, Desktop Screen and Artificial Intelligence2023 Expert Systems with Applications article Computer Science Medical Image Segmentation Techniques Open access
Lennart Johannes Gruber, Jan Egger, Andrea Bönsch, Joep Kraeima, Max Ulbrich, Vincent Van den Bosch, +6 more
27citations -
Trust the Model Where It Trusts Itself -- Model-Based Actor-Critic with Uncertainty-Aware Rollout Adaption2024 arXiv (Cornell University) preprint Computer Science Reinforcement Learning in Robotics Open access
Bernd Frauenknecht, Artur Eisele, Devdutt Subhasish, Friedrich Solowjow, Sebastian Trimpe
2citations -
Preserving fairness and diagnostic accuracy in private large-scale AI models for medical imaging2024 Communications Medicine article Computer Science Privacy-Preserving Technologies in Data Open access
Soroosh Tayebi Arasteh, Alexander Ziller, Christiane Katharina Kuhl, Marcus R. Makowski, Sven Nebelung, Rickmer Braren, +3 more
52citations -
Bridging chemical structure and genetic similarity: A Bio-QSAR model for cross-species toxicity predictions2026 Ecotoxicology and Environmental Safety article Computer Science Computational Drug Discovery Methods Open access
Mirko Forastiere, Martina G. Vijver, Leo Posthuma, Marco D. Visser
0citations -
Seeking Information with RAG-Assistants: Does Model Size Matter in Human-AI Collaborations?2026 TNO Repository conference-paper Computer Science Information Retrieval and Search Behavior Open access
Lennard C. Froma, Tom Kouwenhoven, Maaike de Boer, Catholijn M. Jonker, Max J. van Duijn
0citations -
Seeking Information with RAG-Assistants: Does Model Size Matter in Human-AI Collaborations?2026 Frontiers in artificial intelligence and applications book-chapter Computer Science Information Retrieval and Search Behavior Open access
Lennard C. Froma, Tom Kouwenhoven, Maaike de Boer, Catholijn M. Jonker, Max J. van Duijn
0citations