Gillian Beamer

According to our database, Gillian Beamer authored at least 6 papers between 2017 and 2026.

Collaborative distances:

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

2026

Performance evaluation of deep learning models for image analysis: considerations for visual control and statistical metrics.

Christof A. Bertram, Jonas Ammeling, Alexander Bartel, Gillian Beamer, Marc Aubreville

CoRR, March, 2026

2024

Prediction of Tuberculosis From Lung Tissue Images of Diversity Outbred Mice Using Jump Knowledge Based Cell Graph Neural Network.

Vasundhara Acharya, Diana Choi, Bülent Yener, Gillian Beamer

IEEE Access, 2024

2021

Identifying lung imaging biomarkers of BCG vaccination after infection with Mycobacterium tuberculosis.

Thomas E. Tavolara, M. Khalid Khan Niazi, Gillian Beamer, Metin N. Gurcan

Proceedings of the Medical Imaging 2021: Digital Pathology, Online, February 15-19, 2021, 2021

2020

Segmentation of mycobacterium tuberculosis bacilli clusters from acid-fast stained lung biopsies: a deep learning approach.

Thomas E. Tavolara, Muhammad Khalid Khan Niazi, Gillian Beamer, Metin N. Gurcan

Proceedings of the Medical Imaging 2020: Digital Pathology, 2020

2018

An application of transfer learning to neutrophil cluster detection for tuberculosis: efficient implementation with nonmetric multidimensional scaling and sampling.

M. Khalid Khan Niazi, Gillian Beamer, Metin N. Gurcan

Proceedings of the Medical Imaging 2018: Digital Pathology, 2018

2017

A computational framework to detect normal and tuberculosis infected lung from H and E-stained whole slide images.

M. Khalid Khan Niazi, Gillian Beamer, Metin N. Gurcan

Proceedings of the Medical Imaging 2017: Digital Pathology, 2017