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Interpretable deep learning model to predict the molecular classification of endometrial cancer from haematoxylin and eosin-stained whole-slide images: a combined analysis of the PORTEC randomised trials and clinical cohorts
Sarah Volinsky-Fremond, Sonali Andani, Jurriaan Barkey Wolf, Jouke Dijkstra, Sinead Melsbach, Jan J. Jobsen, +18 more
134citations -
Self-supervised attention-based deep learning for pan-cancer mutation prediction from histopathology2023 npj Precision Oncology article Computer Science AI in cancer detection Open access cited by 1 patent
Oliver Lester Saldanha, Chiara Maria Lavinia Loeffler, Jan Niehues, Marko van Treeck, Tobias Paul Seraphin, Katherine Jane Hewitt, +5 more
88citations -
DeepKneeExplainer: Explainable Knee Osteoarthritis Diagnosis From Radiographs and Magnetic Resonance Imaging2021 IEEE Access article Computer Science Explainable Artificial Intelligence (XAI) Open access cited by 2 patents
Md. Rezaul Karim, Jiao Jiao, Till Döhmen, Michael Cochez, Oya Beyan, Dietrich Rebholz‐Schuhmann, +1 more
62citations -
Automatic detection for bioacoustic research: a practical guide from and for biologists and computer scientists2024 Biological reviews/Biological reviews of the Cambridge Philosophical Society review Computer Science Music and Audio Processing Open access
Arik Kershenbaum, Çağlar Akçay, Lakshmi Babu Saheer, Alexander Barnhill, Paul Best, Jules Cauzinille, +16 more
59citations -
The Rwth Asr System for Ted-Lium Release 2: Improving Hybrid Hmm With Specaugment2020 IEEE International Conference on Acoustics Speech and Signal Processing conference-paper Computer Science Speech Recognition and Synthesis
Wei Guo Zhou, Wilfried Michel, Kazuki Irie, Markus Kitza, Ralf Schlüter, Hermann Ney
47citations -
Quantitative Whole Slide Assessment of Tumor-Infiltrating CD8-Positive Lymphocytes in ER-Positive Breast Cancer in Relation to Clinical Outcome2020 IEEE Journal of Biomedical and Health Informatics article Computer Science AI in cancer detection cited by 1 patent
Daniëlle Krijgsman, Marinus B. van Leeuwen, John van der Ven, Ruud Vlutters, David Halter, Peter J.K. Kuppen, +2 more
32citations -
Data harmonization and federated learning for multi-cohort dementia research using the OMOP common data model: A Netherlands consortium of dementia cohorts case study2024 Journal of Biomedical Informatics article Computer Science Privacy-Preserving Technologies in Data Open access
Pedro Mateus, Justine E. F. Moonen, Magdalena Beran, Eva A. Jaarsma, Sophie M. van der Landen, Joost Heuvelink, +11 more
31citations -
The Aachen Protocol for Deep Learning Histopathology: A hands-on guide for data preprocessing2020 Zenodo (CERN European Organization for Nuclear Research) article Computer Science AI in cancer detection Open access
Hannah Sophie Muti, Chiara Maria Lavinia Loeffler, Amelie Echle, Lara Rosaline Heij, Roman David Buelow, Jeremias Krause, +8 more
29citations -
The Third International Verification of Neural Networks Competition (VNN-COMP 2022): Summary and Results2022 arXiv (Cornell University) preprint Computer Science Formal Methods in Verification Open access
Mark Niklas Müller, Christopher Brix, Stanley Bak, Changliu Liu, Taylor Thomas Johnson
28citations -
Ranked List Truncation for Large Language Model-based Re-Ranking2024 International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR) conference-paper Computer Science Information Retrieval and Search Behavior Open access
Chuan Meng, Negar Arabzadeh, Arian Askari, Mohammad Aliannejadi, Maarten de Rijke
27citations -
Fine-Tuning Image-Conditional Diffusion Models is Easier than you Think2025 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) conference-paper Computer Science Advanced Vision and Imaging Open access
Karim Abou Zeid, Christian Schmidt, Daan de Geus, Alexander Hermans, Bastian Leibe
27citations -
Mandible segmentation from CT data for virtual surgical planning using an augmented two-stepped convolutional neural network2023 International Journal of Computer Assisted Radiology and Surgery article Computer Science Medical Image Segmentation Techniques Open access
Tobias Pankert, Hyun Lee, Florian Peters, Frank Hölzle, Ali Modabber, Stefan Raith
24citations -
Prediction of homologous recombination deficiency from routine histology with attention-based multiple instance learning in nine different tumor types
Chiara Maria Lavinia Loeffler, Omar S. M. El Nahhas, Hannah Sophie Muti, Zunamys Itzell Carrero, Tobias Seibel, Marko van Treeck, +10 more
22citations -
DASP: A Framework for Driving the Adoption of Software Security Practices2023 IEEE Transactions on Software Engineering article Computer Science Web Application Security Vulnerabilities Open access
Enrique Larios Vargas, Omar Elazhary, Soroush Yousefi, Derek Lowlind, Michael Vliek, Margaret‐Anne Storey
17citations -
Benchmarking artificial intelligence methods for end-to-end computational pathology2021 bioRxiv (Cold Spring Harbor Laboratory) preprint Computer Science AI in cancer detection Open access
Narmin Ghaffari Laleh, Hannah Sophie Muti, Chiara Maria Lavinia Loeffler, Amelie Echle, Oliver Lester Saldanha, Faisal Mahmood, +17 more
15citations -
A Blockchain-Based Approach to Provenance and Reproducibility in Research Workflows2021 IEEE International Conference on Blockchain and Cryptocurrency (ICBC) conference-paper Computer Science Blockchain Technology Applications and Security cited by 1 patent
Kevin Wittek, Neslihan Wittek, Iryna Dohndorf, Alexander Weinert, Andrei Ionita
14citations