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MedMNIST v2: A Large-Scale Lightweight Benchmark for 2D and 3D Biomedical Image Classification2022 Zenodo (CERN European Organization for Nuclear Research) dataset Computer Science Advanced Neural Network Applications Open access
Jiancheng Yang, Rui Shi, Donglai Wei, Zequan Liu, Lin Zhao, Hanspeter Pfister, +1 more
0citations -
MedMNIST: 18x Standardized Datasets for 2D and 3D Biomedical Image Classification2024 Zenodo (CERN European Organization for Nuclear Research) dataset Computer Science Advanced Neural Network Applications Open access
Jiancheng Yang, Rui Shi, Donglai Wei, Zequan Liu, Lin Fan Zhao, Hanspeter Pfister, +1 more
0citations -
Standardised lesion segmentation for imaging biomarker quantitation: a consensus recommendation from ESR and EORTC2022 Insights into Imaging article Computer Science Medical Image Segmentation Techniques Open access
Nandita M. deSouza, Aad van der Lugt, Christophe M. Deroose, Ángel Alberich‐Bayarri, Luc M. Bidaut, Laure S Fournier, +23 more
38citations -
Prospective Evaluation of Structure-Based Simulations Reveal Their Ability to Predict the Impact of Kinase Mutations on Inhibitor Binding2025 The Journal of Physical Chemistry B article Computer Science Computational Drug Discovery Methods Open access
Sukrit Singh, Vytautas Gapsys, Matteo Aldeghi, David Schaller, Aziz M. Rangwala, Jessica B. White, +10 more
15citations -
CoNeS: Conditional neural fields with shift modulation for multi-sequence MRI translation2024 The Journal of Machine Learning for Biomedical Imaging article Computer Science Generative Adversarial Networks and Image Synthesis Open access
Yunjie Chen, Marius Staring, Olaf M. Neve, Stephan R. Romeijn, Erik Frans Hensen, Berit M. Verbist, +2 more
6citations -
Prospective evaluation of structure-based simulations reveal their ability to predict the impact of kinase mutations on inhibitor binding2024 bioRxiv (Cold Spring Harbor Laboratory) preprint Computer Science Computational Drug Discovery Methods Open access
Sukrit Singh, Vytautas Gapsys, Matteo Aldeghi, David Schaller, Aziz M. Rangwala, Jessica B. White, +10 more
3citations -
MedMNIST v2: A Large-Scale Lightweight Benchmark for 2D and 3D Biomedical Image Classification2021 Zenodo (CERN European Organization for Nuclear Research) dataset Computer Science Advanced Neural Network Applications Open access
Jiancheng Yang, Rui Shi, Donglai Wei, Zequan Liu, Lin Zhao, Hanspeter Pfister, +1 more
2citations -
Adversarial attacks and adversarial robustness in computational pathology2022 Nature Communications article Computer Science Adversarial Robustness in Machine Learning Open access
Narmin Ghaffari Laleh, Daniel Truhn, Gregory Patrick Veldhuizen, Tianyu Han, Marko van Treeck, Roman David Buelow, +5 more
115citations -
Predicting Mutational Status of Driver and Suppressor Genes Directly from Histopathology With Deep Learning: A Systematic Study Across 23 Solid Tumor Types
Chiara Maria Lavinia Loeffler, Nadine Therese Gaisa, Hannah Sophie Muti, Marko van Treeck, Amelie Echle, Narmin Ghaffari Laleh, +5 more
26citations -
Deep Learning–Based Classification of Early-Stage Mycosis Fungoides and Benign Inflammatory Dermatoses on H&E-Stained Whole-Slide Images: A Retrospective, Proof-of-Concept Study2024 Journal of Investigative Dermatology article Computer Science AI in cancer detection Open access
Thom Doeleman, Siemen Brussee, Liesbeth M. Hondelink, Daniëlle W F Westerbeek, Ana Sequeira, P. Valkema, +8 more
7citations -
VReedom: training for authorized leave of absence through virtual reality – a feasibility study2023 Frontiers in Psychology article Computer Science Virtual Reality Applications and Impacts Open access
Cylia Hendriks, Jochem Milan Jansen, Lisanne M Smulders, Arne Popma, Thimo M. van der Pol
6citations -
Cooperative AI training for cardiothoracic segmentation in computed tomography: An iterative multi-center annotation approach2024 European Journal of Radiology article Computer Science Medical Image Segmentation Techniques Open access
Bianca C Lassen-Schmidt, Bettina Baeßler, Matthias Gutberlet, Josephine Berger, Jan Michael Brendel, Andreas Michael Bucher, +17 more
4citations -
Validation and comparison of three different methods for automated identification of distal femoral landmarks in 3D2025 Biomedizinische Technik/Biomedical Engineering article Computer Science Medical Image Segmentation Techniques Open access
Luisa Berger, Peter Brößner, Sonja A. G. A. Grothues, Kunihiko Tokunaga, Masashi Okamoto, Klaus Radermacher
2citations -
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 -
Stain-Independent Segmentation and Quantification of Kidney Histopathology Using Deep Learning2022 Journal of the American Society of Nephrology conference-abstract Computer Science AI in cancer detection
Peter Boor, David Laurin Hölscher, Barbara M. Klinkhammer, Roman David Bülow, Johannes Lotz, Nick Weiss, +3 more
0citations