Search Results for author: Ling Tong

Found 4 papers, 1 papers with code

A Deep Learning Study on Osteosarcoma Detection from Histological Images

no code implementations2 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.

Transfer Learning whole slide images

Predicting Urban Dispersal Events: A Two-Stage Framework through Deep Survival Analysis on Mobility Data

no code implementations3 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.

Survival Analysis

Deep segmentation networks predict survival of non-small cell lung cancer

1 code implementation26 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.

Segmentation Tumor Segmentation

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