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Direct prediction of Homologous Recombination Deficiency from routine histology in ten different tumor types with attention-based Multiple Instance Learning: a development and validation study
Chiara Maria Lavinia Loeffler, Omar S. M. El Nahhas, Hannah Sophie Muti, Tobias Seibel, Didem Çifçi, Marko van Treeck, +9 more
13citations -
External validation of a deep learning model for automatic segmentation of skeletal muscle and adipose tissue on abdominal CT images2024 British Journal of Radiology article Computer Science Medical Image Segmentation Techniques Open access
David P.J. van Dijk, Leroy Volmer, Ralph Brecheisen, Bibi Martens, Ross Dean Dolan, Adam S. Bryce, +23 more
22citations -
Development and Validation of an Algorithm for Segmentation of the Prostate and its Zones from Three-dimensional Transrectal Multiparametric Ultrasound Images2025 European Urology Open Science article Computer Science Medical Image Segmentation Techniques Open access
Daniël L. van den Kroonenberg, Florian Delberghe, Auke Jager, Arnoud W. Postema, Harrie P. Beerlage, Wim Zwart, +2 more
9citations -
AI Species Identification Using Image and Sound Recognition for Citizen Science, Collection Management and Biomonitoring: From Training Pipeline to Large-Scale Models2024 Biodiversity Information Science and Standards article Computer Science Advanced Neural Network Applications Open access
Laurens Hogeweg, Django Brunink, Khadija Ezzaki-Chokri, Wilfred Gerritsen, Rita Pucci, Burooj Ghani, +2 more
3citations -
POS0535 QUERY ALGORITHMS AND MACHINE LEARNING METHODS AS TOOLS TO IDENTIFY COMORBIDITIES IN LARGE-SCALE FREE-TEXT BASED FIELDS: A CASE-REPORT2021 Annals of the Rheumatic Diseases conference-abstract Computer Science Machine Learning in Healthcare Open access
Dieter Roehrich, T. Maarseveen, Alfons A den Broeder, Călin D. Popa, Rachel Knevel
0citations -
MO062: Pan-Disease Segmentation and Feature Extraction for Large-Scale Digital Nephropathology2022 Nephrology Dialysis Transplantation conference-abstract Computer Science AI in cancer detection
David Laurin Hölscher, Nassim Bouteldja, Yu-Chia Lan, Saskia Freifrau von Stillfried, Roman David Bülow, Peter Boor
1citations -
LoFi Sketch: A Large Scale Dataset of Smartphone Low Fidelity Sketches2022 CHI Conference on Human Factors in Computing Systems Extended Abstracts conference-paper Computer Science Visual Attention and Saliency Detection
Vinoth Pandian Sermuga Pandian, Sarah Suleri, Prof. Dr. Matthias Jarke
0citations -
Improving real-world execution of optimized trading schedules for large-scale battery storage systems through data-driven component parametrization2026 Applied Energy article Computer Science Parallel Computing and Optimization Techniques Open access
Mauricio Celi Cortés, Lucas Koltermann, Najet Nsir, Jonas van Ouwerkerk, Dirk Uwe Sauer
0citations -
DeepMed: A unified, modular pipeline for end-to-end deep learning in computational pathology2021 bioRxiv (Cold Spring Harbor Laboratory) preprint Computer Science AI in cancer detection Open access
Marko van Treeck, Didem Çifçi, Narmin Ghaffari Laleh, Oliver Lester Saldanha, Chiara Maria Lavinia Loeffler, Katherine Jane Hewitt, +9 more
13citations -
Model-driven software development and verification solutions for safety critical battery management systems : a quantitative evaluation of probabilistic inference & artificial intelligence methods0citations