Ann E. Walts

According to our database, Ann E. Walts authored at least 6 papers between 2016 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Immunohistochemistry annotations enhance AI identification of lymphocytes and neutrophils in digitized H&E slides from inflammatory bowel disease.

Natalia Zurek, Yi Zhang, Dermot P. B. McGovern, Ann E. Walts, Arkadiusz Gertych

Comput. Methods Programs Biomed., 2024

2023

Multilayer outperforms single-layer slide scanning in AI-based classification of whole slide images with low-burden acid-fast mycobacteria (AFB).

Karolina Nurzynska, Dalin Li, Ann E. Walts, Arkadiusz Gertych

Comput. Methods Programs Biomed., June, 2023

2020

A CNN-based active learning framework to identify mycobacteria in digitized Ziehl-Neelsen stained human tissues.

Mu Yang, Karolina Nurzynska, Ann E. Walts, Arkadiusz Gertych

Comput. Medical Imaging Graph., 2020

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 E. Walts, Tomasz Markiewicz, Francesco Ciompi, Arkadiusz Gertych

Proceedings of the Medical Imaging 2020: Digital Pathology, 2020

2019

Contextual Classification of Tumor Growth Patterns in Digital Histology Slides.

Zaneta Swiderska-Chadaj, Zhaoxuan Ma, Nathan Ing, Tomasz Markiewicz, Malgorzata Lorent, Szczepan Cierniak, Ann E. Walts, Beatrice S. Knudsen, Arkadiusz Gertych

Proceedings of the Information Technology in Biomedicine, 2019

2016

Machine Learning Can Reliably Distinguish Histological Patterns of Micropapillary and Solid Lung Adenocarcinomas.

Nathan Ing, Sadri Salman, Zhaoxuan Ma, Ann E. Walts, Beatrice S. Knudsen, Arkadiusz Gertych

Proceedings of the Information Technologies in Medicine - 5th International Conference, 2016