Javni dostop

Automatic detection of tumor budding in colorectal carcinoma with deep learning

JM Bokhorst, L Rijstenberg, D Goudkade, I Nagtegaal, J van der Laak, ...

Computational Pathology and Ophthalmic Medical Image Analysis: First …, 2018

Zahteve: Dutch Cancer Society

A generic nuclei detection method for histopathological breast images

H Kost, A Homeyer, P Bult, MCA Balkenhol, JAWM van der Laak, ...

Medical Imaging 2016: Digital Pathology 9791, 354-360, 2016

Zahteve: Fraunhofer-Gesellschaft

Towards spatial correspondence between specimen and in-vivo breast imaging

T Mertzanidou, J Hipwell, M Dalmis, B Platel, J van der Laak, R Mann, ...

Breast Imaging: 12th International Workshop, IWDM 2014, Gifu City, Japan …, 2014

Zahteve: UK Engineering and Physical Sciences Research Council

Minimum slice spacing required to reconstruct 3D shape for serial sections of breast tissue for comparison with medical imaging

S Reis, B Eiben, T Mertzanidou, J Hipwell, M Hermsen, J Van Der Laak, ...

Medical Imaging 2015: Digital Pathology 9420, 124-136, 2015

Zahteve: UK Engineering and Physical Sciences Research Council

Standardization through education of molecular pathology: a spotlight on the European Masters in Molecular Pathology

M Ilié, V Lake, E de Alava, S Bonin, S Chlebowski, A Delort, E Dequeker, ...

Virchows Archiv 485 (5), 761-775, 2024

Zahteve: Agence Nationale de la Recherche

Na voljo nekje: 92

A survey on deep learning in medical image analysis

G Litjens, T Kooi, BE Bejnordi, AAA Setio, F Ciompi, M Ghafoorian, ...

Medical image analysis 42, 60-88, 2017

Zahteve: Dutch Cancer Society

[PDF] ru.nl

Deep learning in histopathology: the path to the clinic

J Van der Laak, G Litjens, F Ciompi

Nature medicine 27 (5), 775-784, 2021

Zahteve: Netherlands Organisation for Scientific Research, Knut and Alice Wallenberg …

[PDF] ru.nl

Automated deep-learning system for Gleason grading of prostate cancer using biopsies: a diagnostic study

W Bulten, H Pinckaers, H Van Boven, R Vink, T De Bel, B Van Ginneken, ...

The Lancet Oncology 21 (2), 233-241, 2020

Zahteve: Dutch Cancer Society

Quantifying the effects of data augmentation and stain color normalization in convolutional neural networks for computational pathology

D Tellez, G Litjens, P Bándi, W Bulten, JM Bokhorst, F Ciompi, ...

Medical image analysis 58, 101544, 2019

Zahteve: European Commission, Dutch Cancer Society

Artificial intelligence for diagnosis and Gleason grading of prostate cancer: the PANDA challenge

W Bulten, K Kartasalo, PHC Chen, P Ström, H Pinckaers, K Nagpal, Y Cai, ...

Nature medicine 28 (1), 154-163, 2022

Zahteve: Academy of Finland, Netherlands Organisation for Scientific Research …

[HTML] nih.gov

Deep learning–based histopathologic assessment of kidney tissue

M Hermsen, T de Bel, M Den Boer, EJ Steenbergen, J Kers, S Florquin, ...

Journal of the American Society of Nephrology 30 (10), 1968-1979, 2019

Zahteve: European Commission

Neural image compression for gigapixel histopathology image analysis

D Tellez, G Litjens, J Van der Laak, F Ciompi

IEEE transactions on pattern analysis and machine intelligence 43 (2), 567-578, 2019

Zahteve: European Commission, Dutch Cancer Society

The importance of stain normalization in colorectal tissue classification with convolutional networks

F Ciompi, O Geessink, BE Bejnordi, GS De Souza, A Baidoshvili, G Litjens, ...

2017 IEEE 14th International Symposium on Biomedical Imaging (ISBI 2017 …, 2017

Zahteve: Dutch Cancer Society

[HTML] sciencedirect.com

Using deep convolutional neural networks to identify and classify tumor-associated stroma in diagnostic breast biopsies

B Ehteshami Bejnordi, M Mullooly, RM Pfeiffer, S Fan, PM Vacek, ...

Modern Pathology 31 (10), 1502-1512, 2018

Zahteve: US National Institutes of Health

Epithelium segmentation using deep learning in H&E-stained prostate specimens with immunohistochemistry as reference standard

W Bulten, P Bándi, J Hoven, R Loo, J Lotz, N Weiss, J Laak, B Ginneken, ...

Scientific reports 9 (1), 864, 2019

Zahteve: Dutch Cancer Society

[HTML] sciencedirect.com

HookNet: Multi-resolution convolutional neural networks for semantic segmentation in histopathology whole-slide images

M Van Rijthoven, M Balkenhol, K Siliņa, J Van Der Laak, F Ciompi

Medical image analysis 68, 101890, 2021

Zahteve: European Commission, Dutch Cancer Society

Pitfalls in assessing stromal tumor infiltrating lymphocytes (sTILs) in breast cancer

Z Kos, E Roblin, RS Kim, S Michiels, BD Gallas, W Chen, KK van de Vijver, ...

NPJ breast cancer 6 (1), 17, 2020

Zahteve: US Department of Defense, US National Institutes of Health, US Department of …

[PDF] ru.nl

Learning to detect lymphocytes in immunohistochemistry with deep learning

Z Swiderska-Chadaj, H Pinckaers, M Van Rijthoven, M Balkenhol, ...

Medical image analysis 58, 101547, 2019

Zahteve: Netherlands Organisation for Scientific Research, European Commission, Dutch …

Report on computational assessment of tumor infiltrating lymphocytes from the International Immuno-Oncology Biomarker Working Group

M Amgad, ES Stovgaard, E Balslev, J Thagaard, W Chen, S Dudgeon, ...

NPJ breast cancer 6 (1), 16, 2020

Zahteve: US Department of Defense, US National Institutes of Health, US Department of …