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A framework for sharing of clinical and genetic data for precision medicine applications2024 Nature Medicine article Computer Science Blockchain Technology Applications and Security Open access
Ulugbek K. Baymuradov, Ernest Fraenkel, Lyle W. Ostrow, Andrea Malaspina, Pietro Fratta, Jennifer E. Phillips‐Cremins
37citations -
Registration of Image Modalities for Analyses of Tissue Samples Using 3D Image Modelling2020 PROTEOMICS - CLINICAL APPLICATIONS article Computer Science Medical Image Segmentation Techniques Open access
Juliane Hermann, Kai Brehmer, Vera Jankowski, Michaela Lellig, Mathias Hohl, Felix Mahfoud, +5 more
6citations -
Artificial intelligence for detection of microsatellite instability in colorectal cancer—a multicentric analysis of a pre-screening tool for clinical application
Amelie Echle, Narmin Ghaffari Laleh, Philip Quirke, Heike Irmgard Grabsch, Hannah Sophie Muti, Oliver Lester Saldanha, +32 more
112citations -
A Simulation Study to Compare the Predictive Performance of Survival Neural Networks with Cox Models for Clinical Trial Data2021 Computational and Mathematical Methods in Medicine article Computer Science Machine Learning in Healthcare Open access
Georgios Kantidakis, Elia Mario Biganzoli, Hein Putter, Marta F. Fiocco
15citations -
Technical and clinical validation of a novel deep learning-based white matter hyperintensity segmentation tool2025 Cerebral Circulation - Cognition and Behavior article Computer Science Medical Image Segmentation Techniques Open access
Benno G. Gesierich, Lukas Pirpamer, Dominik Meier, Michael Amann, Minne N. Cerfontaine, Frank‐Erik de Leeuw, +8 more
7citations -
Diagnosis Classification in the Emergency Room Using Natural Language Processing2023 Studies in health technology and informatics book-chapter Computer Science Machine Learning in Healthcare Open access
Marieke Meija van Buchem, Hanna H. ‘t Hart, Pablo J. Mosteiro, Ilse M.J. Kant, Martijn P. Bauer
1citations -
End-to-end prognostication in colorectal cancer by deep learning: a retrospective, multicentre study2023 The Lancet Digital Health article Computer Science AI in cancer detection Open access cited by 1 patent
Xiaofeng Jiang, Michael Hoffmeister, Hermann Brenner, Hannah Sophie Muti, Tanwei Yuan, Sebastian Foersch, +13 more
108citations -
Deep Learning–Based Segmentation and Quantification in Experimental Kidney Histopathology2020 Journal of the American Society of Nephrology article Computer Science AI in cancer detection Open access
Nassim Bouteldja, Barbara M. Klinkhammer, Roman David Bülow, Patrick Droste, Simon Otten, Saskia Freifrau von Stillfried, +12 more
187citations -
Neural Networks for Survival Prediction in Medicine Using Prognostic Factors: A Review and Critical Appraisal2022 Computational and Mathematical Methods in Medicine article Computer Science Machine Learning in Healthcare Open access
Georgios Kantidakis, Audinga‐Dea Hazewinkel, Marta F. Fiocco
18citations -
Validating Automated Segmentation Tools in the Assessment of Caudate Atrophy in Huntington’s Disease2021 Frontiers in Neurology article Computer Science Medical Image Segmentation Techniques Open access
Nina M. Mansoor, Tishok Vanniyasingam, Ian B. Malone, Nicola Z. Hobbs, Elin M. Rees, Alexandra Dürr, +5 more
6citations -
Schistosoma Haematobium Egg Image Dataset2023 Zenodo (CERN European Organization for Nuclear Research) dataset Computer Science Digital Imaging for Blood Diseases Open access
Prosper Oyibo, Brice Meulah, Tope Agbana, Michel Bengtson, Lisette van Lieshout, Wellington Aghoghovwia Oyibo, +2 more
0citations -
Concept-based AI interpretability in physiological time-series data: Example of abnormality detection in electroencephalography2024 Computer Methods and Programs in Biomedicine article Computer Science Explainable Artificial Intelligence (XAI) Open access
Alexander Brenner, Felix Knispel, Florian P. Fischer, Peter Rossmanith, Yvonne G. Weber, Henner Koch, +3 more
13citations -
NeuroFAIR curator: an AI-assisted framework for metadata enrichment, quality screening, curation prioritization, and FAIR readiness of brain tumor MRI data2026 Frontiers in Neuroinformatics article Computer Science Research Data Management Practices Open access
Faizan Ullah, Zaheer Abbas, Mohmmad Abrar, Farhan Amin, N. Jon Shah
0citations -
Design and Implementation of “AugMedicine: Lung Cases,” an Augmented Reality Application for the Medical Curriculum on the Presentation of Dyspnea2020 Frontiers in Virtual Reality article Computer Science Augmented Reality Applications Open access
Arianne D. Pieterse, Beerend P. Hierck, Peter G. M. de Jong, Jelger Kroese, Luc Willems, Marlies E. J. Reinders
6citations -
Two-stage automated diagnosis framework for urogenital schistosomiasis in microscopy images from low-resource settings2023 Journal of medical imaging article Computer Science Digital Imaging for Blood Diseases Open access
Prosper Oyibo, Brice Meulah, Michel Bengtson, Lisette van Lieshout, Wellington Aghoghovwia Oyibo, Jan Carel Diehl, +2 more
12citations