Jennifer Polson

Publication Activity (10 Years)

Years Active: 2019-2022
Publications (10 Years): 6

Top Topics

Image Generation

Discriminative Models

Semi Supervised Classification

Active Learning Framework

Top Venues

Medical Image Anal.

IEEE Trans. Medical Imaging

Publications

Wenyuan Li, Jiayun Li, Zichen Wang, Jennifer Polson, Anthony E. Sisk, Dipti P. Sajed, William Speier, Corey W. Arnold
PathAL: An Active Learning Framework for Histopathology Image Analysis. IEEE Trans. Medical Imaging 41 (5) (2022)
Wenyuan Li, Jiayun Li, Jennifer Polson, Zichen Wang, William Speier, Corey W. Arnold
High resolution histopathology image generation and segmentation through adversarial training. Medical Image Anal. 75 (2022)
Jennifer Polson, Haoyue Zhang, Kambiz Nael, Noriko Salamon, Bryan Yoo, Namkug Kim, Dong-Wha Kang, William Speier, Corey W. Arnold
A Semi-Supervised Learning Framework to Leverage Proxy Information for Stroke MRI Analysis. EMBC (2021)
Haoyue Zhang, Jennifer Polson, Kambiz Nael, Noriko Salamon, Bryan Yoo, William Speier, Corey W. Arnold
A Machine Learning Approach to Predict Acute Ischemic Stroke Thrombectomy Reperfusion using Discriminative MR Image Features. BHI (2021)
Wenyuan Li, Zichen Wang, Jiayun Li, Jennifer Polson, William Speier, Corey W. Arnold
Semi-supervised learning based on generative adversarial network: a comparison between good GAN and bad GAN approach. CoRR (2019)
Wenyuan Li, Zichen Wang, Jiayun Li, Jennifer Polson, William Speier, Corey W. Arnold
Semi-supervised learning based on generative adversarial network: a comparison between good GAN and bad GAN approach. CVPR Workshops (2019)