Ann E. Walts

Publication Activity (10 Years)

Years Active: 2016-2023
Publications (10 Years): 5

Top Topics

Digitized Images

Active Learning Framework

Top Venues

Comput. Methods Programs Biomed.

Comput. Medical Imaging Graph.

Publications

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 (2023)
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 (2020)
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. Medical Imaging: Digital Pathology (2020)
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)
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)