Geert Litjens
Radboud Universiteit
H-index: 52
Europe-Netherlands
Top articles of Geert Litjens
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
Diffusion models for out-of-distribution detection in digital pathology | Medical Image Analysis | Jasper Linmans Gabriel Raya Jeroen van der Laak Geert Litjens | 2024/4/1 |
Metrics reloaded: recommendations for image analysis validation | Lena Maier-Hein Annika Reinke Patrick Godau Minu D Tizabi Florian Buettner | 2024/2/12 | |
Artificial intelligence in bone marrow histological diagnostics: potential applications and challenges | Leander van Eekelen Geert Litjens Konnie M Hebeda | 2024/2 | |
Detection and subtyping of basal cell carcinoma in whole-slide histopathology using weakly-supervised learning | Medical Image Analysis | Daan J Geijs Stephan Dooper Witali Aswolinskiy Lisa M Hillen Avital L Amir | 2024/4/1 |
Full resolution reconstruction of whole-mount sections from digitized individual tissue fragments | Scientific Reports | Daan Schouten Jeroen van der Laak Bram van Ginneken Geert Litjens | 2024/1/17 |
Automatic data augmentation to improve generalization of deep learning in H&E stained histopathology | Computers in Biology and Medicine | Khrystyna Faryna Jeroen van der Laak Geert Litjens | 2024/3/1 |
Three-dimensional identification of microvascular pathology and neurovascular inflammation in severe white matter hyperintensity: a case report | Scientific Reports | Gemma Solé-Guardia Matthijs Luijten Bram Geenen Jurgen AHR Claassen Geert Litjens | 2024/2/29 |
Towards embedding stain-invariance in convolutional neural networks for H&E-stained histopathology | Khrystyna Faryna Jeroen van der Laak Geert Litjens | 2024/4/3 | |
Uncertainty-guided annotation enhances segmentation with the human-in-the-loop | arXiv preprint arXiv:2404.07208 | Nadieh Khalili Joey Spronck Francesco Ciompi Jeroen van der Laak Geert Litjens | 2024/2/16 |
Tumoral Ki67 and PSMA Expression in Fresh Pre-PSMA-RLT Biopsies and Its Relation With PSMA-PET Imaging and Outcomes of PSMA-RLT in Patients With mCRPC | Clinical Genitourinary Cancer | Babette I Laarhuis Marcel JR Janssen Michiel Simons Ludwike WM van Kalmthout Maarten J van der Doelen | 2023/10/1 |
Automatic quantification of TSR as a prognostic marker for pancreatic cancer. | Pierpaolo Vendittelli John-Melle Bokhorst Esther Markus Smeets Valentyna Kryklyva Lodewijk Brosens | 2023 | |
Artificial Intelligence in Pancreatic Ductal Adenocarcinoma Imaging: A Commentary on Potential Future Applications | Gastroenterology | Megan Schuurmans Natália Alves Pierpaolo Vendittelli Henkjan Huisman John Hermans | 2023/8/1 |
Predictive uncertainty estimation for out-of-distribution detection in digital pathology | Medical Image Analysis | Jasper Linmans Stefan Elfwing Jeroen van der Laak Geert Litjens | 2023/1/1 |
Gigapixel end-to-end training using streaming and attention | Medical Image Analysis | Stephan Dooper Hans Pinckaers Witali Aswolinskiy Konnie Hebeda Sofia Jarkman | 2023/8/1 |
PythoStitcher: an iterative approach for stitching digitized tissue fragments into full resolution whole-mount reconstructions | Daan N Schouten Geert JS Litjens | 2023/4/6 | |
Hierarchical Vision Transformers for Context-Aware Prostate Cancer Grading in Whole Slide Images | arXiv preprint arXiv:2312.12619 | Clément Grisi Geert Litjens Jeroen van der Laak | 2023/12/19 |
Continual learning strategies for cancer-independent detection of lymph node metastases | Medical Image Analysis | Péter Bándi Maschenka Balkenhol Marcory van Dijk Michel Kok Bram van Ginneken | 2023/4/1 |
The Latent Doctor Model for Modeling Inter-Observer Variability | IEEE Journal of Biomedical and Health Informatics | Jasper Linmans Emiel Hoogeboom Jeroen van der Laak Geert Litjens | 2023/10/13 |
Understanding metric-related pitfalls in image analysis validation | Annika Reinke Minu D Tizabi Michael Baumgartner Matthias Eisenmann Doreen Heckmann-Nötzel | 2024/2/12 | |
Domain adaptation strategies for cancer-independent detection of lymph node metastases | arXiv preprint arXiv:2207.06193 | Péter Bándi Maschenka Balkenhol Marcory Van Dijk Bram van Ginneken Jeroen van der Laak | 2022/7/13 |
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