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Deep learning in cancer pathology: a new generation of clinical biomarkers2020 British Journal of Cancer article Computer Science AI in cancer detection Open access cited by 2 patents
Amelie Echle, Niklas Rindtorff, Titus Josef Brinker, Tom Luedde, Alexander T. Pearson, Jakob Nikolas Kather
697citations -
Harnessing Artificial Intelligence for Enhanced Renal Analysis: Automated Detection of Hydronephrosis and Precise Kidney Segmentation2024 European Urology Open Science article Computer Science Medical Image Segmentation Techniques Open access
Radu Alexa, Jennifer Kranz, Rafael Kramann, Christoph Kuppe, Ritabrata Sanyal, Sikander Hayat, +4 more
9citations -
115P Spitz tumor classification using artificial intelligence2025 ESMO Real World Data and Digital Oncology article Computer Science AI in cancer detection Open access
Ruben T. Lucassen, Marjanna Romers, Chiel F Ebbelaar, Antien L. Mooyaart, Liliane C.D. Wynaendts, Nikolas Stathonikos, +4 more
0citations -
Integration of deep learning-based image analysis and genomic data in cancer pathology: A systematic review2021 European Journal of Cancer review Computer Science AI in cancer detection Open access cited by 1 patent
Lucas Schneider, Sara Laiouar-Pedari, Sara Kuntz, Eva Krieghoff‐Henning, Achim Hekler, Jakob Nikolas Kather, +3 more
102citations -
Transformers for CT Reconstruction From Monoplanar and Biplanar Radiographs2023 arXiv (Cornell University) preprint Computer Science Generative Adversarial Networks and Image Synthesis Open access
Firas Khader, Gustav Anton Müller‐Franzes, Sven Nebelung, Christiane Katharina Kuhl, Johannes Stegmaier, Daniel Truhn
0citations -
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 -
Sensorless volumetric reconstruction of fetal brain freehand ultrasound scans with deep implicit representation2024 Medical Image Analysis article Computer Science Medical Image Segmentation Techniques Open access cited by 1 patent
Pak-Hei Yeung, Linde S. Hesse, Moska Aliasi, Monique C. Haak, Weidi Xie, Ana I. L. Namburete
20citations -
A novel 3D image registration technique for augmented reality vision in minimally invasive thoracoscopic pulmonary segmentectomy2024 International Journal of Computer Assisted Radiology and Surgery article Computer Science Augmented Reality Applications Open access
Jette J. Peek, Xucong Zhang, Klaus Hildebrandt, Samuel A Max, Amir H. Sadeghi, Ad J.J.C. Bogers, +1 more
12citations -
Validating a low-cost, open-source, locally manufactured workstation and computational pipeline for automated histopathology evaluation using deep learning2023 bioRxiv (Cold Spring Harbor Laboratory) preprint Computer Science AI in cancer detection Open access
Divya Choudhury, James M. Dolezal, Emma Dyer, Sara E. Kochanny, Siddi Ramesh, Frederick Matthew Howard, +6 more
1citations -
The pretraining domain outweighs the training objective in setting the privacy-utility trade-off of differentially private medical image analysis2026 arXiv (Cornell University) preprint Computer Science Privacy-Preserving Technologies in Data Open access
Soroosh Tayebi Arasteh, Mina Farajiamiri, Mahshad Lotfinia, Behrus Puladi, Jonas Bienzeisler, Mohamed Alhaskir, +4 more
0citations