Extensive upfront validation and testing are needed prior to the clinical implementation of AI‐based auto‐segmentation tools

por Roper, Justin, Lin, Mu‐Han, Rong, Yi
Publicado 2022

Editorial: Machine learning-based adaptive radiotherapy treatments: From bench top to bedside

por Zhang, Jiahan, Sheng, Yang, Roper, Justin, Yang, Xiaofeng
Publicado 2023

Plan Quality Analysis of Automated Treatment Planning Workflow With Commercial Auto-Segmentation Tools and Clinical Knowledge-Based Planning Models for Prostate Cancer

por Adams, Jacob, Luca, Kirk, Yang, Xiaofeng, Patel, Pretesh, Jani, Ashesh, Roper, Justin, Zhang, Jiahan
Publicado 2023

Target localization using scanner‐acquired SPECT data

por Roper, Justin R., Bowsher, James E., Wilson, Joshua M., Turkington, Timothy G., Yin, Fang‐Fang
Publicado 2012

Data-Driven Volumetric Image Generation from Surface Structures using a Patient-Specific Deep Leaning Model

por Pan, Shaoyan, Chang, Chih-Wei, Axente, Marian, Wang, Tonghe, Shelton, Joseph, Liu, Tian, Roper, Justin, Yang, Xiaofeng
Publicado 2023

Knowledge‐based radiation treatment planning: A data‐driven method survey

por Momin, Shadab, Fu, Yabo, Lei, Yang, Roper, Justin, Bradley, Jeffrey D., Curran, Walter J., Liu, Tian, Yang, Xiaofeng
Publicado 2021

Inter-fraction deformable image registration using unsupervised deep learning for CBCT-guided abdominal radiotherapy

por Xie, Huiqiao, Lei, Yang, Fu, Yabo, Wang, Tonghe, Roper, Justin, Bradley, Jeffrey D, Patel, Pretesh, Liu, Tian, Yang, Xiaofeng
Publicado 2023

Enhanced cardiac substructure sparing through knowledge-based treatment planning for non-small cell lung cancer radiotherapy

por Momin, Shadab, Wolf, Jonathan, Roper, Justin, Lei, Yang, Liu, Tian, Bradley, Jeffrey D., Higgins, Kristin, Yang, Xiaofeng, Zhang, Jiahan
Publicado 2022

Hippocampus Substructure Segmentation Using Morphological Vision Transformer Learning

por Lei, Yang, Ding, Yifu, Qiu, Richard L.J., Wang, Tonghe, Roper, Justin, Fu, Yabo, Shu, Hui-Kuo, Mao, Hui, Yang, Xiaofeng
Publicado 2023

Deep learning-based Fast Volumetric Image Generation for Image-guided Proton FLASH Radiotherapy

por Chang, Chih-Wei, Lei, Yang, Wang, Tonghe, Tian, Sibo, Roper, Justin, Lin, Liyong, Bradley, Jeffrey, Liu, Tian, Zhou, Jun, Yang, Xiaofeng
Publicado 2023

Hippocampus substructure segmentation using morphological vision transformer learning

por Lei, Yang, Ding, Yifu, Qiu, Richard L J, Wang, Tonghe, Roper, Justin, Fu, Yabo, Shu, Hui-Kuo, Mao, Hui, Yang, Xiaofeng
Publicado 2023

2D medical image synthesis using transformer-based denoising diffusion probabilistic model

por Pan, Shaoyan, Wang, Tonghe, Qiu, Richard L J, Axente, Marian, Chang, Chih-Wei, Peng, Junbo, Patel, Ashish B, Shelton, Joseph, Patel, Sagar A, Roper, Justin, Yang, Xiaofeng
Publicado 2023

Rapid unpaired CBCT‐based synthetic CT for CBCT‐guided adaptive radiotherapy

por Wynne, Jacob F., Lei, Yang, Pan, Shaoyan, Wang, Tonghe, Pasha, Mosa, Luca, Kirk, Roper, Justin, Patel, Pretesh, Patel, Sagar A., Godette, Karen, Jani, Ashesh B., Yang, Xiaofeng
Publicado 2023