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Principal Investigator
Name
Danqing Hu
Degrees
Ph.D
Institution
Zhejiang lab
Position Title
Assistant researcher
Email
About this CDAS Project
Study
PLCO (Learn more about this study)
Project ID
PLCOI-1005
Initial CDAS Request Approval
Jul 22, 2022
Title
Deep learning based prognosis prediction for lung cancer patients
Summary
Lung cancer is the leading cause of cancer death worldwide. The risk of recurrence and death is also critical to the patient's treatment. So we plan to employ multi-modal data including clinical data, follow-up data, and pathology slide images, to develop survival and recurrence prediction models for lung cancer patients. PLCO includes clinical data, follow-up data, and pathology slides, which is necessary for our research. We will use the PLCO data to validate our proposed methods.
Aims

1. Developing and validating recurrence and survival prediction models using multi-modal data including clinical, follow-up,and pathology data.

Collaborators

Lechao Cheng, Zhejiang lab
Zhengxing Huang, Zhejiang University