Deep reinforcement learning for automated radiation adaptation in lung cancer

Author:

Tseng Huan-Hsin1,Luo Yi1,Cui Sunan1,Chien Jen-Tzung12,Ten Haken Randall K.1,Naqa Issam El1

Affiliation:

1. Department of Radiation Oncology; University of Michigan; Ann Arbor MI USA

2. Department of Electrical and Computer Engineering; National Chiao Tung University; Hsinchu Taiwan

Funder

National Institutes of Health

Publisher

Wiley

Subject

General Medicine

Reference49 articles.

1. Image-guided radiotherapy: from current concept to future perspectives;Jaffray;Nat Rev Clin Oncol,2012

2. Eisbruch A Lawrence TS Pan C Using FDG-PET acquired during the course of radiation therapy to individualize adaptive radiation dose escalation in patients with non-small cell lung cancer

3. Effect of midtreatment PET/CT-adapted radiation therapy with concurrent chemotherapy in patients with locally advanced nonsmall-cell lung cancer: a phase 2 clinical trial;Kong;JAMA Oncol,2017

4. Standard-dose versus high-dose conformal radiotherapy with concurrent and consolidation carboplatin plus paclitaxel with or without cetuximab for patients with stage iiia or iiib non-small-cell lung cancer (RTOG 0617): a randomised two-by-two factorial phase 3 study;Bradley;Lancet Oncol,2015

5. Naqa IEl Li R Murphy MJ Machine learning in radiation oncology Theory and Applications New York, NY Springer International Publishing

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