Brittany N. Dugger

Publication Activity (10 Years)

Years Active: 2020-2023
Publications (10 Years): 5

Top Topics

Accurate Segmentation

Active Learning

Top Venues

ICCV (Workshops)

Publications

Zhengfeng Lai, Zhuoheng Li, Luca Cerny Oliveira, Joohi Chauhan, Brittany N. Dugger, Chen-Nee Chuah
CLIPath: Fine-tune CLIP with Visual Feature Fusion for Pathology Image Analysis Towards Minimizing Data Collection Efforts. ICCV (Workshops) (2023)
Zhengfeng Lai, Luca Cerny Oliveira, Runlin Guo, Wenda Xu, Zin Hu, Kelsey Mifflin, Charles Decarli, Sen-Ching S. Cheung, Chen-Nee Chuah, Brittany N. Dugger
BrainSec: Automated Brain Tissue Segmentation Pipeline for Scalable Neuropathological Analysis. IEEE Access 10 (2022)
Zhengfeng Lai, Chao Wang, Zin Hu, Brittany N. Dugger, Sen-Ching S. Cheung, Chen-Nee Chuah
A Semi-supervised Learning for Segmentation of Gigapixel Histopathology Images from Brain Tissues. EMBC (2021)
Zhengfeng Lai, Chao Wang, Luca Cerny Oliveira, Brittany N. Dugger, Sen-Ching Samson Cheung, Chen-Nee Chuah
Joint Semi-supervised and Active Learning for Segmentation of Gigapixel Pathology Images with Cost-Effective Labeling. ICCVW (2021)
Zhengfeng Lai, Runlin Guo, Wenda Xu, Zin Hu, Kelsey Mifflin, Brittany N. Dugger, Chen-Nee Chuah, Sen-Ching S. Cheung
Automated grey and white matter segmentation in digitized Aβ human brain tissue slide images. ICME Workshops (2020)