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Geert Litjens

Radboud University Nijmegen

51H-index
186Paper Count
3.3WCitation Count
Published Papers 68
Publication Date
Post-mortem 11.7T DTI Validation of Myeloarchitectural Changes in Glioblastoma Infiltration: Correlation with Histology and PLI
err2025-08-28
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errRik van den Elshout; Jenny Schoenmakers; Andor Veltien; Lucas Boer; Benno Küsters; Geert Litjens; Frederick Anton Meijer; Anja van der Kolk; Tom Scheenen; Maximilian Wiesmann; Dylan Henssen
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Hierarchical Vision Transformers for prostate biopsy grading: Towards bridging the generalization gap
err2025-07-07
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errOAAI
errClément Grisi; Kimmo Kartasalo; Martin Eklund; Lars Egevad; Jeroen van der Laak; Geert Litjens
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Navigating the landscape of multimodal AI in medicine: A scoping review on technical challenges and clinical applications
err2025-05-30
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errDaan Schouten; Giulia Nicoletti; Bas Dille; Catherine Chia; Pierpaolo Vendittelli; Megan Schuurmans; Geert Litjens; Nadieh Khalili
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Generating dermatopathology reports from gigapixel whole slide images with HistoGPT
err2025-05-27
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errTran, Manuel; Schmidle, Paul; Guo, Ruifeng Ray; Wagner, Sophia J.; Koch, Valentin; Lupperger, Valerio; Novotny, Brenna; Murphree, Dennis H.; Hardway, Heather D.; D'Amato, Marina; Lefkes, Judith; Geijs, Daan J.; Feuchtinger, Annette; Boehner, Alexander; Kaczmarczyk, Robert; Biedermann, Tilo; Amir, Avital L.; Mooyaart, Antien L.; Ciompi, Francesco; Litjens, Geert; Wang, Chen; Comfere, Nneka I.; Eyerich, Kilian; Braun, Stephan A.; Peng, Tingying
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Large Language Models Automate Diagnostic Conclusions Generation from Microscopic Descriptions in Multiple Cancer Types
err2025-03-01
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PREAI
errLefkes, Judith; D'Amato, Marina; Sun, Susu; Litjens, Geert; Ciompi, Francesco
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Weakly Supervised Classification of Mohs Surgical Sections Using Artificial Intelligence
err2025-02-01
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PREAI
errGeijs, Daan J.; Hillen, Lisa M.; Dooper, Stephan; Winnepenninckx, Veronique; Varra, Vamsi; Carr, David R.; Shahwan, Kathryn T.; Litjens, Geert; Amir, Avital
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Evaluation of Artificial Intelligence-Based Gleason Grading Algorithms in the Wild
err2024-11-01
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errFaryna, Khrystyna; Tessier, Leslie; Retamero, Juan; Bonthu, Saikiran; Samanta, Pranab; Singhal, Nitin; Kammerer-Jacquet, Solene-Florence; Radulescu, Camelia; Agosti, Vittorio; Collin, Alexandre; Farre, Xavier; Fontugne, Jacqueline; Grobholz, Rainer; Hoogland, Agnes Marije; Leite, Katia Ramos Moreira; Oktay, Murat; Polonia, Antonio; Roy, Paromita; Guilherme, Paulo; van der Kwast, Theodorus H.; van Ipenburg, Jolique; van der Laak, Jeroen; Litjens, Geert
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Deep learning-based segmentation in MRI-(immuno)histological examination of myelin and axonal damage in normal-appearing white matter and white matter hyperintensities
err2024-08-23
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errSole-Guardia, Gemma; Luijten, Matthijs; Janssen, Esther; Visch, Ruben; Geenen, Bram; Kusters, Benno; Claassen, Jurgen A. H. R.; Litjens, Geert; de Leeuw, Frank-Erik; Wiesmann, Maximilian; Kiliaan, Amanda J.
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Diffusion models for out-of-distribution detection in digital pathology
err2024-04-01
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errOAAI
errLinmans, Jasper; Raya, Gabriel; van der Laak, Jeroen; Litjens, Geert
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Detection and subtyping of basal cell carcinoma in whole-slide histopathology using weakly-supervised learning
err2024-04-01
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errOAAI
errGeijs, Daan J.; Dooper, Stephan; Aswolinskiy, Witali; Hillen, Lisa M.; Amir, Avital L.; Litjens, Geert
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Three-dimensional identification of microvascular pathology and neurovascular inflammation in severe white matter hyperintensity: a case report
err2024-02-29
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errSole-Guardia, Gemma; Luijten, Matthijs; Geenen, Bram; Claassen, Jurgen A. H. R.; Litjens, Geert; de Leeuw, Frank-Erik; Wiesmann, Maximilian; Kiliaan, Amanda J.
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Metrics reloaded: recommendations for image analysis validation
err2024-02-12
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errOAAI
errMaier-Hein, Lena; Reinke, Annika; Godau, Patrick; Tizabi, Minu D.; Buettner, Florian; Christodoulou, Evangelia; Glocker, Ben; Isensee, Fabian; Kleesiek, Jens; Kozubek, Michal; Reyes, Mauricio; Riegler, Michael A.; Wiesenfarth, Manuel; Kavur, A. Emre; Sudre, Carole H.; Baumgartner, Michael; Eisenmann, Matthias; Heckmann-Noetzel, Doreen; Raedsch, Tim; Acion, Laura; Antonelli, Michela; Arbel, Tal; Bakas, Spyridon; Benis, Arriel; Blaschko, Matthew B.; Cardoso, M. Jorge; Cheplygina, Veronika; Cimini, Beth A.; Collins, Gary S.; Farahani, Keyvan; Ferrer, Luciana; Galdran, Adrian; van Ginneken, Bram; Haase, Robert; Hashimoto, Daniel A.; Hoffman, Michael M.; Huisman, Merel; Jannin, Pierre; Kahn, Charles E.; Kainmueller, Dagmar; Kainz, Bernhard; Karargyris, Alexandros; Karthikesalingam, Alan; Kofler, Florian; Kopp-Schneider, Annette; Kreshuk, Anna; Kurc, Tahsin; Landman, Bennett A.; Litjens, Geert; Madani, Amin; Maier-Hein, Klaus; Martel, Anne L.; Mattson, Peter; Meijering, Erik; Menze, Bjoern; Moons, Karel G. M.; Mueller, Henning; Nichyporuk, Brennan; Nickel, Felix; Petersen, Jens; Rajpoot, Nasir; Rieke, Nicola; Saez-Rodriguez, Julio; Sanchez, Clara I.; Shetty, Shravya; van Smeden, Maarten; Summers, Ronald M.; Taha, Abdel A.; Tiulpin, Aleksei; Tsaftaris, Sotirios A.; Van Calster, Ben; Varoquaux, Gael; Jaeger, Paul F.
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Understanding metric-related pitfalls in image analysis validation
err2024-02-12
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errOAAI
errReinke, Annika; Tizabi, Minu D.; Baumgartner, Michael; Eisenmann, Matthias; Heckmann-Noetzel, Doreen; Kavur, A. Emre; Raedsch, Tim; Sudre, Carole H.; Acion, Laura; Antonelli, Michela; Arbel, Tal; Bakas, Spyridon; Benis, Arriel; Buettner, Florian; Cardoso, M. Jorge; Cheplygina, Veronika; Chen, Jianxu; Christodoulou, Evangelia; Cimini, Beth A.; Farahani, Keyvan; Ferrer, Luciana; Galdran, Adrian; van Ginneken, Bram; Glocker, Ben; Godau, Patrick; Hashimoto, Daniel A.; Hoffman, Michael M.; Huisman, Merel; Isensee, Fabian; Jannin, Pierre; Kahn, Charles E.; Kainmueller, Dagmar; Kainz, Bernhard; Karargyris, Alexandros; Kleesiek, Jens; Kofler, Florian; Kooi, Thijs; Kopp-Schneider, Annette; Kozubek, Michal; Kreshuk, Anna; Kurc, Tahsin; Landman, Bennett A.; Litjens, Geert; Madani, Amin; Maier-Hein, Klaus; Martel, Anne L.; Meijering, Erik; Menze, Bjoern; Moons, Karel G. M.; Mueller, Henning; Nichyporuk, Brennan; Nickel, Felix; Petersen, Jens; Rafelski, Susanne M.; Rajpoot, Nasir; Reyes, Mauricio; Riegler, Michael A.; Rieke, Nicola; Saez-Rodriguez, Julio; Sanchez, Clara I.; Shetty, Shravya; Summers, Ronald M.; Taha, Abdel A.; Tiulpin, Aleksei; Tsaftaris, Sotirios A.; Van Calster, Ben; Varoquaux, Gael; Yaniv, Ziv R.; Jaeger, Paul F.; Maier-Hein, Lena
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Full resolution reconstruction of whole-mount sections from digitized individual tissue fragments
err2024-01-17
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errOAAI
errSchouten, Daan; van der Laak, Jeroen; van Ginneken, Bram; Litjens, Geert
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The Latent Doctor Model for Modeling Inter-Observer Variability
err2024-01-01
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errOAAI
errLinmans, Jasper; Hoogeboom, Emiel; van der Laak, Jeroen; Litjens, Geert
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Gigapixel end-to-end training using streaming and attention
err2023-08-01
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errOAAI
errDooper, Stephan; Pinckaers, Hans; Aswolinskiy, Witali; Hebeda, Konnie; Jarkman, Sofia; van der Laak, Jeroen; Litjens, Geert; BIGPICTURE Consortium
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Continual learning strategies for cancer-independent detection of lymph node metastases
err2023-04-01
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errBandi, Peter; Balkenhol, Maschenka; van Dijk, Marcory; Kok, Michel; van Ginneken, Bram; van der Laak, Jeroen; Litjens, Geert
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