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2020 – today
- 2024
[j3]Natalia Zurek
, Yi Zhang, Dermot P. B. McGovern, Ann E. Walts, Arkadiusz Gertych:
Immunohistochemistry annotations enhance AI identification of lymphocytes and neutrophils in digitized H&E slides from inflammatory bowel disease. Comput. Methods Programs Biomed. 257: 108423 (2024)- 2023
- [j2]Karolina Nurzynska, Dalin Li, Ann E. Walts, Arkadiusz Gertych:
Multilayer outperforms single-layer slide scanning in AI-based classification of whole slide images with low-burden acid-fast mycobacteria (AFB). Comput. Methods Programs Biomed. 234: 107518 (2023) - 2020
- [j1]Mu Yang, Karolina Nurzynska, Ann E. Walts, Arkadiusz Gertych:
A CNN-based active learning framework to identify mycobacteria in digitized Ziehl-Neelsen stained human tissues. Comput. Medical Imaging Graph. 84: 101752 (2020) - [c3]Zaneta Swiderska-Chadaj, Karolina Nurzynska, Bartlomiej Grala, Katrien Grunberg, Lieke van der Woude, Monika Looijen-Salamon, Ann E. Walts, Tomasz Markiewicz, Francesco Ciompi, Arkadiusz Gertych:
A deep learning approach to assess the predominant tumor growth pattern in whole-slide images of lung adenocarcinoma. Digital Pathology 2020: 113200D
2010 – 2019
- 2019
- [c2]Zaneta Swiderska-Chadaj, Zhaoxuan Ma, Nathan Ing, Tomasz Markiewicz, Malgorzata Lorent, Szczepan Cierniak, Ann E. Walts, Beatrice S. Knudsen, Arkadiusz Gertych:
Contextual Classification of Tumor Growth Patterns in Digital Histology Slides. ITIB 2019: 13-25 - 2016
- [c1]Nathan Ing, Sadri Salman, Zhaoxuan Ma, Ann E. Walts, Beatrice S. Knudsen, Arkadiusz Gertych:
Machine Learning Can Reliably Distinguish Histological Patterns of Micropapillary and Solid Lung Adenocarcinomas. ITIB (2) 2016: 193-206
Coauthor Index
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