A Novel Machine Learning Model for Dose Prediction in Prostate Volumetric Modulated Arc Therapy Using Output Initialization and Optimization Priorities

by P. James Jensen, Jiahan Zhang, Bridget F. Koontz, Q. Jackie Wu
Published 2021-04-01

An Ensemble Approach to Knowledge-Based Intensity-Modulated Radiation Therapy Planning

by Jiahan Zhang, Q. Jackie Wu, Tianyi Xie, Yang Sheng, Fang-Fang Yin, Yaorong Ge
Published 2018-03-01

Automatic Planning of Whole Breast Radiation Therapy Using Machine Learning Models

by Yang Sheng, Yang Sheng, Taoran Li, Taoran Li, Sua Yoo, Sua Yoo, Fang-Fang Yin, Fang-Fang Yin, Rachel Blitzblau, Janet K. Horton, Yaorong Ge, Q. Jackie Wu, Q. Jackie Wu
Published 2019-08-01

Fluence Map Prediction Using Deep Learning Models – Direct Plan Generation for Pancreas Stereotactic Body Radiation Therapy

by Wentao Wang, Wentao Wang, Yang Sheng, Chunhao Wang, Jiahan Zhang, Xinyi Li, Xinyi Li, Manisha Palta, Brian Czito, Christopher G. Willett, Qiuwen Wu, Qiuwen Wu, Yaorong Ge, Fang-Fang Yin, Fang-Fang Yin, Q. Jackie Wu, Q. Jackie Wu
Published 2020-09-01

On-Line Adaptive Radiation Therapy: Feasibility and Clinical Study

by Taoran Li, Xiaofeng Zhu, Danthai Thongphiew, W. Robert Lee, Zeljko Vujaskovic, Qiuwen Wu, Fang-Fang Yin, Q. Jackie Wu
Published 2010-01-01

Knowledge Models as Teaching Aid for Training Intensity Modulated Radiation Therapy Planning: A Lung Cancer Case Study

by Matt Mistro, Matt Mistro, Yang Sheng, Yaorong Ge, Chris R. Kelsey, Jatinder R. Palta, Jing Cai, Qiuwen Wu, Fang-Fang Yin, Q. Jackie Wu
Published 2020-08-01

Deep Learning–Based Fluence Map Prediction for Pancreas Stereotactic Body Radiation Therapy With Simultaneous Integrated Boost

by Wentao Wang, MS, Yang Sheng, PhD, Manisha Palta, MD, Brian Czito, MD, Christopher Willett, MD, Martin Hito, Fang-Fang Yin, PhD, Qiuwen Wu, PhD, Yaorong Ge, PhD, Q. Jackie Wu, PhD
Published 2021-07-01

Clinical Experience With Machine Learning-Based Automated Treatment Planning for Whole Breast Radiation Therapy

by Sua Yoo, PhD, Yang Sheng, PhD, Rachel Blitzblau, MD, PhD, Susan McDuff, MD, PhD, Colin Champ, MD, Jay Morrison, BS, CMD, Leigh O’Neill, BS, CMD, Suzanne Catalano, BS, CMD, Fang-Fang Yin, PhD, Q. Jackie Wu, PhD
Published 2021-03-01