Dr. Lieke van der Woude Profile

Dr. Lieke van der Woude

at Radboud Univ Medical Ctr

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Publications (2)

Proceedings Article | 15 February 2021 Presentation + Paper

Neural image compression for non-small cell lung cancer subtype classification in H&E stained whole-slide images

Witali Aswolinskiy, David Tellez, Gabriel Raya, Lieke van der Woude, Monika Looijen-Salamon, Jeroen van der Laak, Katrien Grunberg, Francesco Ciompi

Proceedings Volume 11603, 1160304 (2021) https://doi.org/10.1117/12.2581943

KEYWORDS: Image compression, Lung cancer, Image classification, Tumor growth modeling, Data modeling, Cancer, Machine learning, Databases, Convolutional neural networks, Computer programming

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Proceedings Article | 16 March 2020 Paper

A deep learning approach to assess the predominant tumor growth pattern in whole-slide images of lung adenocarcinoma

Zaneta Swiderska-Chadaj, Karolina Nurzynska, Bartlomiej Grala, Katrien Grunberg, Lieke van der Woude, Monika Looijen-Salamon, Ann Walts, Tomasz Markiewicz, Francesco Ciompi, Arkadiusz Gertych

Proceedings Volume 11320, 113200D (2020) https://doi.org/10.1117/12.2549742

KEYWORDS: Tumors, Image classification, Solids, Tissues, Lung, Pathology, Lung cancer

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