Convolutional neural networks can accurately distinguish four histologic growth patterns of lung adenocarcinoma in digital slides
Gertych, Arkadiusz, Swiderska-Chadaj, Zaneta, Ma, Zhaoxuan, Ing, Nathan, Markiewicz, Tomasz, Cierniak, Szczepan, Salemi, Hootan, Guzman, Samuel, Walts, Ann E., Knudsen, Beatrice S.
Published in Scientific reports (06.02.2019)
Published in Scientific reports (06.02.2019)
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Journal Article
Impact of rescanning and normalization on convolutional neural network performance in multi-center, whole-slide classification of prostate cancer
Swiderska-Chadaj, Zaneta, de Bel, Thomas, Blanchet, Lionel, Baidoshvili, Alexi, Vossen, Dirk, van der Laak, Jeroen, Litjens, Geert
Published in Scientific reports (01.09.2020)
Published in Scientific reports (01.09.2020)
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Journal Article
Quantitative assessment of inflammatory infiltrates in kidney transplant biopsies using multiplex tyramide signal amplification and deep learning
Hermsen, Meyke, Volk, Valery, Bräsen, Jan Hinrich, Geijs, Daan J., Gwinner, Wilfried, Kers, Jesper, Linmans, Jasper, Schaadt, Nadine S., Schmitz, Jessica, Steenbergen, Eric J., Swiderska-Chadaj, Zaneta, Smeets, Bart, Hilbrands, Luuk B., Feuerhake, Friedrich, van der Laak, Jeroen A.W.M.
Published in Laboratory investigation (01.08.2021)
Published in Laboratory investigation (01.08.2021)
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Journal Article
Improving classification accuracy of fine-tuned CNN models: Impact of hyperparameter optimization
Wojciuk, Mikolaj, Swiderska-Chadaj, Zaneta, Siwek, Krzysztof, Gertych, Arkadiusz
Published in Heliyon (15.03.2024)
Published in Heliyon (15.03.2024)
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Journal Article
Localization of spleen and kidney organs from CT scans based on classification of slices in rotational views
Les, Tomasz, Markiewicz, Tomasz, Dziekiewicz, Miroslaw, Gallego, Jaime, Swiderska-Chadaj, Zaneta, Lorent, Malgorzata
Published in Scientific reports (07.04.2023)
Published in Scientific reports (07.04.2023)
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Journal Article
Radiation dose reduction of 50% in dynamic myocardial CT perfusion with skipped beat acquisition: a retrospective study
Sliwicka, Olga, Oostveen, Luuk J, Swiderska Chadaj, Zaneta, van Everdingen, Wouter M, Michielsen, Koen, Gommers, Jessie, Brink, Monique, Snoeren, Miranda, Salah, Khibar, Peters-Bax, Liesbeth, Stille, Tip, Habets, Jesse, Sechopoulos, Ioannis
Published in Acta radiologica (1987) (01.07.2024)
Published in Acta radiologica (1987) (01.07.2024)
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Journal Article
Learning to detect lymphocytes in immunohistochemistry with deep learning
Swiderska-Chadaj, Zaneta, Pinckaers, Hans, van Rijthoven, Mart, Balkenhol, Maschenka, Melnikova, Margarita, Geessink, Oscar, Manson, Quirine, Sherman, Mark, Polonia, Antonio, Parry, Jeremy, Abubakar, Mustapha, Litjens, Geert, van der Laak, Jeroen, Ciompi, Francesco
Published in Medical image analysis (01.12.2019)
Published in Medical image analysis (01.12.2019)
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Journal Article
Optimized tumour infiltrating lymphocyte assessment for triple negative breast cancer prognostics
Balkenhol, Maschenka CA, Ciompi, Francesco, Świderska-Chadaj, Żaneta, van de Loo, Rob, Intezar, Milad, Otte-Höller, Irene, Geijs, Daan, Lotz, Johannes, Weiss, Nick, de Bel, Thomas, Litjens, Geert, Bult, Peter, van der Laak, Jeroen AWM
Published in Breast (Edinburgh) (01.04.2021)
Published in Breast (Edinburgh) (01.04.2021)
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Journal Article
Detection of Ki67 Hot-Spots of Invasive Breast Cancer Based on Convolutional Neural Networks Applied to Mutual Information of H&E and Ki67 Whole Slide Images
Swiderska-Chadaj, Zaneta, Gallego, Jaime, Gonzalez-Lopez, Lucia, Bueno, Gloria
Published in Applied sciences (01.11.2020)
Published in Applied sciences (01.11.2020)
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Journal Article
A U-Net based framework to quantify glomerulosclerosis in digitized PAS and H&E stained human tissues
Gallego, Jaime, Swiderska-Chadaj, Zaneta, Markiewicz, Tomasz, Yamashita, Michifumi, Gabaldon, M. Alejandra, Gertych, Arkadiusz
Published in Computerized medical imaging and graphics (01.04.2021)
Published in Computerized medical imaging and graphics (01.04.2021)
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Journal Article
Convolutional Neural Networks for the Evaluation of Chronic and Inflammatory Lesions in Kidney Transplant Biopsies
Hermsen, Meyke, Ciompi, Francesco, Adefidipe, Adeyemi, Denic, Aleksandar, Dendooven, Amélie, Smith, Byron H., van Midden, Dominique, Bräsen, Jan Hinrich, Kers, Jesper, Stegall, Mark D., Bándi, Péter, Nguyen, Tri, Swiderska-Chadaj, Zaneta, Smeets, Bart, Hilbrands, Luuk B., van der Laak, Jeroen A.W.M.
Published in The American journal of pathology (01.10.2022)
Published in The American journal of pathology (01.10.2022)
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Journal Article
Multireader image quality evaluation of dynamic myocardial computed tomography perfusion imaging with a novel four-dimensional noise reduction filter
Sliwicka, Olga, Swiderska-Chadaj, Zaneta, Snoeren, Miranda, Brink, Monique, Salah, Khibar, Peters-Bax, Liesbeth, Stille, Tip, van Amerongen, Martinus Johannes, Sechopoulos, Ioannis, Habets, Jesse
Published in Acta radiologica (1987) (01.03.2023)
Published in Acta radiologica (1987) (01.03.2023)
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Journal Article
A 50% Reduction of Radiation Dose in Dynamic Myocardial CT Perfusion with Skipped Beat Acquisition: A Retrospective Study
Sechopoulos, Ioannis, Habets, Jesse, Gommers, Jessie, Michielsen, Koen, Swiderska-Chadaj, Zaneta, Oostveen, Luuk J., Śliwicka, Olga
Published in EMJ. Radiology (European ed.) (13.04.2023)
Published in EMJ. Radiology (European ed.) (13.04.2023)
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Journal Article
Detection of Ki67 Hot-Spots of Invasive Breast Cancer Based on Convolutional Neural Networks Applied to Mutual Information of H E and Ki67 Whole Slide Images
Zaneta Swiderska-Chadaj, Jaime Gallego, Lucia Gonzalez-Lopez, Gloria Bueno
Published in Applied sciences (01.11.2020)
Published in Applied sciences (01.11.2020)
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Journal Article
Quantitative assessment of inflammatory infiltrates in kidney transplant biopsies using multiplex tyramide signal amplification and deep learning
Hermsen, Meyke, Volk, Valery, Bräsen, Jan Hinrich, Geijs, Daan J, Gwinner, Wilfried, Kers, Jesper, Linmans, Jasper, Schaadt, Nadine S, Schmitz, Jessica, Steenbergen, Eric J, Swiderska-Chadaj, Zaneta, Smeets, Bart, Hilbrands, Luuk B, Feuerhake, Friedrich, van der Laak, Jeroen A W M
Published in Laboratory investigation (01.08.2021)
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Published in Laboratory investigation (01.08.2021)
Journal Article
MIAP – Web-based platform for the computer analysis of microscopic images to support the pathological diagnosis
Markiewicz, Tomasz, Korzynska, Anna, Kowalski, Andrzej, Swiderska-Chadaj, Zaneta, Murawski, Piotr, Grala, Bartlomiej, Lorent, Malgorzata, Wdowiak, Marek, Zak, Jakub, Roszkowiak, Lukasz, Kozlowski, Wojciech, Pijanowska, Dorota
Published in Biocybernetics and biomedical engineering (2016)
Published in Biocybernetics and biomedical engineering (2016)
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