no code implementations • 21 Jan 2023 • Hosein Barzekar, Yash Patel, Ling Tong, Zeyun Yu
Cancer is a leading cause of death in many countries.
no code implementations • 2 Nov 2020 • D M Anisuzzaman, Hosein Barzekar, Ling Tong, Jake Luo, Zeyun Yu
In this study, transfer learning techniques, pre-trained CNNs, are adapted to a public dataset on osteosarcoma histological images to detect necrotic images from non-necrotic and healthy tissues.
no code implementations • 3 May 2019 • Amin Vahedian, Xun Zhou, Ling Tong, W. Nick Street, Yanhua Li
We propose a two-stage framework (DILSA), where a deep learning model combined with survival analysis is developed to predict the probability of a dispersal event and its demand volume.
1 code implementation • 26 Mar 2019 • Stephen Baek, Yusen He, Bryan G. Allen, John M. Buatti, Brian J. Smith, Ling Tong, Zhiyu Sun, Jia Wu, Maximilian Diehn, Billy W. Loo, Kristin A. Plichta, Steven N. Seyedin, Maggie Gannon, Katherine R. Cabel, Yusung Kim, Xiaodong Wu
Here we show that CNN trained to perform the tumor segmentation task, with no other information than physician contours, identify a rich set of survival-related image features with remarkable prognostic value.