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Papers matching “computational pathology” 223

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Decoding pathology: the role of computational pathology in research and diagnostics
2024 Pflügers Archiv - European Journal of Physiology article Computer Science AI in cancer detection Open access

David Laurin Hölscher, Roman David Bülow

21

citations
Annotation Practices in Computational Pathology: A European Society of Digital and Integrative Pathology (ESDIP) Survey Study
2024 Laboratory Investigation article Computer Science AI in cancer detection Open access

Diana Montezuma, Sara P. Oliveira, Yuri Tolkach, Peter Boor, Alex Haragan, Rita Carvalho, +8 more

11

citations
What practicing pathologists and oncologists should know about the new computational pathology‐based companion diagnostic tools
2026 The Journal of Pathology article Computer Science AI in cancer detection Open access

Diana Montezuma, Sara P. Oliveira, Inti Zlobec, Nadieh Khalili, Jordi Temprana‐Salvador, Sabine Maria Leh, +6 more

2

citations
Computational pathology for nephropathology
2023 Trillium Pathology article Computer Science AI in cancer detection

Roman David Bülow

0

citations
Adversarial attacks and adversarial robustness in computational pathology
2022 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

115

citations
From Whole-slide Image to Biomarker Prediction: A Protocol for End-to-End Deep Learning in Computational Pathology
2023 arXiv (Cornell University) preprint Computer Science AI in cancer detection Open access

Omar S. M. El Nahhas, Marko van Treeck, Georg Wölflein, Michaela Unger, Marta Ligero, Tim Lenz, +6 more

5

citations
Adversarial attacks and adversarial robustness in computational pathology
2022 bioRxiv (Cold Spring Harbor Laboratory) preprint 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

14

citations
DeepMed: A unified, modular pipeline for end-to-end deep learning in computational pathology
2021 bioRxiv (Cold Spring Harbor Laboratory) preprint Computer Science AI in cancer detection Open access

Marko van Treeck, Didem Çifçi, Narmin Ghaffari Laleh, Oliver Lester Saldanha, Chiara Maria Lavinia Loeffler, Katherine Jane Hewitt, +9 more

13

citations
AI in Computational Pathology of Cancer: Improving Diagnostic Workflows and Clinical Outcomes?
2023 Annual Review of Cancer Biology review Computer Science AI in cancer detection Open access

Didem Çifçi, Gregory Patrick Veldhuizen, Sebastian Foersch, Jakob Nikolas Kather

42

citations
Benchmarking artificial intelligence methods for end-to-end computational pathology
2021 bioRxiv (Cold Spring Harbor Laboratory) preprint Computer Science AI in cancer detection Open access

Narmin Ghaffari Laleh, Hannah Sophie Muti, Chiara Maria Lavinia Loeffler, Amelie Echle, Oliver Lester Saldanha, Faisal Mahmood, +17 more

15

citations
Assessing Foundation Models for Computational Pathology in Endometrial Cancer
2026 Modern Pathology article Computer Science AI in cancer detection Open access

Nikki van den Berg, Sarah Volinsky-Fremond, Jurriaan Barkey Wolf, Lydia A. Schoenpflug, Sonali Andani, Gitte Ørtoft, +15 more

0

citations
A protocol for evaluating robustness to H&E staining variation in computational pathology models
2026 Journal of Pathology Informatics article Computer Science AI in cancer detection Open access

Lydia A. Schoenpflug, Nikki van den Berg, Sonali Andani, Nanda Horeweg, Jurriaan Barkey Wolf, Tjalling Bosse, +2 more

0

citations
Joint multi-task learning improves weakly-supervised biomarker prediction in computational pathology
2024 arXiv (Cornell University) preprint Computer Science AI in cancer detection Open access

Omar S. M. El Nahhas, Georg Wölflein, Marta Ligero, Tim Lenz, Marko van Treeck, Firas Khader, +2 more

2

citations
A protocol for evaluating robustness to H&E staining variation in computational pathology models
2026 arXiv (Cornell University) preprint Computer Science AI in cancer detection Open access

Lydia A. Schönpflug, Nikki van den Berg, Sonali Andani, Nanda Horeweg, Jurriaan Barkey Wolf, Tjalling Bosse, +2 more

1

citations
Assessing Foundation Models for Computational Pathology in Endometrial Cancer
2026 medRxiv preprint Computer Science AI in cancer detection

Sarah Volinsky-Fremond, Nikki van den Berg, Jurriaan Barkey Wolf, Lydia A. Schoenpflug, Sonali Andani, Gitte Ørtoft, +15 more

0

citations
Exploring Intratumoral Budding in Colorectal Cancer Using Computational Pathology: A Biopsy-Based Evaluation
2024 Modern Pathology article Medicine Colorectal Cancer Surgical Treatments Open access

Sonay Kuş Öztürk, John‐Melle Bokhorst, Elias Baumann, Kieran D. Sheahan, Cornelis J. H. van de Velde, Corrie A.M. Marijnen, +5 more

5

citations
Benchmarking foundation models as feature extractors for weakly-supervised computational pathology
2024 arXiv (Cornell University) preprint Computer Science AI in cancer detection Open access

Peter Neidlinger, Omar S. M. El Nahhas, Hannah Sophie Muti, Tim Lenz, Michael Hoffmeister, Hermann Brenner, +10 more

13

citations
Benchmarking foundation models as feature extractors for weakly supervised computational pathology
2025 Nature Biomedical Engineering article Computer Science AI in cancer detection Open access

Peter Neidlinger, Omar S. M. El Nahhas, Hannah Sophie Muti, Tim Lenz, Michael Hoffmeister, Hermann Brenner, +10 more

69

citations
Multicenter self-supervised computational pathology identifies prognostic histomorphological phenotypes in colorectal cancer
2026 bioRxiv (Cold Spring Harbor Laboratory) preprint Computer Science AI in cancer detection Open access

Floor Heilijgers, Hortense Le, Nicolas Coudray, Afreen Karimkhan, Derek Chen, Koen C.M.J. Peeters, +3 more

0

citations
Benchmarking weakly-supervised deep learning pipelines for whole slide classification in computational pathology
2022 Medical Image Analysis article Computer Science AI in cancer detection Open access

Narmin Ghaffari Laleh, Hannah Sophie Muti, Chiara Maria Lavinia Loeffler, Amelie Echle, Oliver Lester Saldanha, Faisal Mahmood, +17 more

186

citations
From whole-slide image to biomarker prediction: end-to-end weakly supervised deep learning in computational pathology
2024 Nature Protocols article Computer Science AI in cancer detection

Omar S. M. El Nahhas, Marko van Treeck, Georg Wölflein, Michaela Unger, Marta Ligero, Tim Lenz, +6 more

105

citations
Erratum to ‘Benchmarking weakly-supervised deep learning pipelines for whole slide classification in computational pathology’ Medical Image Analysis, Volume 79, July 2022, 102474
2022 Medical Image Analysis erratum Computer Science AI in cancer detection Open access

Narmin Ghaffari Laleh, Hannah Sophie Muti, Chiara Maria Lavinia Loeffler, Amelie Echle, Oliver Lester Saldanha, Faisal Mahmood, +17 more

3

citations
Transcriptomics-guided Slide Representation Learning in Computational Pathology
2024 arXiv (Cornell University) preprint Computer Science AI in cancer detection Open access

Guillaume Jaume, Lukas Oldenburg, Anurag Jayant Vaidya, Richard J. Chen, Drew F. K. Williamson, Andrew H. Song, +1 more

3

citations
Joint Multi-task Learning Improves Weakly-Supervised Biomarker Prediction in Computational Pathology
2024 Lecture notes in computer science conference-paper Computer Science AI in cancer detection

Omar S. M. El Nahhas, Georg Wölflein, Marta Ligero, Tim Lenz, Marko van Treeck, Firas Khader, +2 more

2

citations
Tissue concepts: Supervised foundation models in computational pathology
2025 Computers in Biology and Medicine article Computer Science AI in cancer detection Open access

Till Nicke, Henning Höfener, Friedrich Feuerhake, Dorit Merhof, Fabian M. Kiessling

8

citations