2 code implementations • 6 Apr 2020 • Simon Graham, David Epstein, Nasir Rajpoot
Histology images are inherently symmetric under rotation, where each orientation is equally as likely to appear.
Ranked #1 on Breast Tumour Classification on PCam
Breast Tumour Classification Colorectal Gland Segmentation: +3
no code implementations • 9 May 2018 • Talha Qaiser, Yee-Wah Tsang, Daiki Taniyama, Naoya Sakamoto, Kazuaki Nakane, David Epstein, Nasir Rajpoot
In this work, we propose a tumor segmentation framework based on the novel concept of persistent homology profiles (PHPs).
no code implementations • 22 Apr 2018 • Shan E Ahmed Raza, Linda Cheung, Muhammad Shaban, Simon Graham, David Epstein, Stella Pelengaris, Michael Khan, Nasir M. Rajpoot
Object segmentation and structure localization are important steps in automated image analysis pipelines for microscopy images.
Ranked #13 on Multi-tissue Nucleus Segmentation on Kumar
no code implementations • 23 Jan 2018 • Korsuk Sirinukunwattana, David Snead, David Epstein, Zia Aftab, Imaad Mujeeb, Yee Wah Tsang, Ian Cree, Nasir Rajpoot
Distant metastasis is the major cause of death in colorectal cancer (CRC).