Results 1 to 10 of about 278,508 (279)

Automated treatment planning of postmastectomy radiotherapy [PDF]

Medical Physics, 2019
PurposeBreast cancer is the most common cancer in women globally and radiation therapy is a cornerstone of its treatment. However, there is an enormous shortage of radiotherapy staff, especially in low‐ and middle‐income countries. This shortage could be ameliorated through increased automation in the radiation treatment planning process, which may ...
Kisling, Kelly, Zhang, Lifei, Shaitelman, Simona F., Anderson, David, Thebe, Tselane, Yang, Jinzhong, Balter, Peter A., Howell, Rebecca M., Jhingran, Anuja, Schmeler, Kathleen, Simonds, Hannah, Du Toit, Monique, Trauernicht, Christoph, Burger, Hester, Botha, Kobus, Joubert, Nanette, Beadle, Beth M., Court, Laurence   +17 more
europepmc   +6 more sources

A hybrid automated treatment planning solution for esophageal cancer [PDF]

Radiation Oncology, 2019
Objective This study aims to investigate a hybrid automated treatment planning (HAP) solution that combines knowledge-based planning (KBP) and script-based planning for esophageal cancer. Methods In order to fully investigate the advantages of HAP, three
Chifang Ling, Xu Han, Peng Zhai, Hao Xu, Jiayan Chen, Jiazhou Wang, Weigang Hu   +6 more
doaj   +4 more sources

Artificial Intelligence-Based Automated Treatment Planning of Postmastectomy Volumetric Modulated Arc Radiotherapy [PDF]

Frontiers in Oncology, 2022
As a useful tool, artificial intelligence has surpassed human beings in many fields. Artificial intelligence-based automated radiotherapy planning strategies have been proposed in lots of cancer sites and are the future of treatment planning ...
Shengpeng Jiang, Yi Xue, Ming Li, Chengwen Yang, Daguang Zhang, Qingxin Wang, Jing Wang, Jie Chen, Jinqiang You, Zhiyong Yuan, Xiaochun Wang, Xiaodong Zhang, Wei Wang   +12 more
doaj   +2 more sources

Advances in Automated Treatment Planning [PDF]

Seminars in Radiation Oncology, 2022
Treatment planning in radiation therapy has progressed enormously over the past several decades. Such advancements came in the form of innovative hardware and algorithms, giving rise to modalities such as intensity-modulated radiation therapy and volume modulated arc therapy, greatly improving patient outcome and quality of life.
Dan, Nguyen, Mu-Han, Lin, David, Sher, Weiguo, Lu, Xun, Jia, Steve, Jiang   +5 more
openaire   +3 more sources

Clinical Implementation of Automated Treatment Planning for Rectum Intensity-Modulated Radiotherapy Using Voxel-Based Dose Prediction and Post-Optimization Strategies [PDF]

Frontiers in Oncology, 2021
PurposeThis study aims to demonstrate the feasibility of clinical implementation of automated treatment planning (ATP) using voxel-based dose prediction and post-optimization strategies for rectal cancer on uRT (United Imaging Healthcare, Shanghai, China)
Yang Zhong, Yang Zhong, Yang Zhong, Lei Yu, Lei Yu, Lei Yu, Jun Zhao, Jun Zhao, Jun Zhao, Yingtao Fang, Yingtao Fang, Yingtao Fang, Yanju Yang, Yanju Yang, Yanju Yang, Zhiqiang Wu, Zhiqiang Wu, Zhiqiang Wu, Jiazhou Wang, Jiazhou Wang, Jiazhou Wang, Weigang Hu, Weigang Hu, Weigang Hu   +23 more
doaj   +2 more sources

Fully automated treatment planning for MLC‐based robotic radiotherapy [PDF]

Medical Physics, 2021
PurposeTo propose and validate a fully automated multicriterial treatment planning solution for a CyberKnife® equipped with an InCiseTM 2 multileaf collimator.MethodsThe AUTO BAO plans are generated using fully automated prioritized multicriterial optimization (AUTO MCO) of pencil‐beam fluence maps with integrated noncoplanar beam angle optimization ...
Schipaanboord, Bastiaan W.K., Giżyńska, Marta K., Rossi, Linda, de Vries, Kim C., Heijmen, Ben J.M., Breedveld, Sebastiaan   +5 more
openaire   +4 more sources

Effectiveness of Automated Treatment Planning for Left-sided Breast in Flattening Filter-free Photon Beams [PDF]

Journal of Medical Physics
Purpose: Electronic compensator is a time-consuming technique for breast cancer radiation treatment planning, consequently, this presents challenges for the development of automated treatment planning for the treatment plan.
Prasit Tansangworn, Nichakan Chatchumnan, Kitwadee Saksornchai, Sakda Kingkaew, Mananchaya Vimolnoch, Puntiwa Oonsiri, Sornjarod Oonsiri   +6 more
doaj   +2 more sources

Deep learning auto-segmentation and automated treatment planning for trismus risk reduction in head and neck cancer radiotherapy [PDF]

Physics and Imaging in Radiation Oncology, 2021
Background and Purpose: Reducing trismus in radiotherapy for head and neck cancer (HNC) is important. Automated deep learning (DL) segmentation and automated planning was used to introduce new and rarely segmented masticatory structures to study if ...
Maria Thor, Aditi Iyer, Jue Jiang, Aditya Apte, Harini Veeraraghavan, Natasha B. Allgood, Jennifer A. Kouri, Ying Zhou, Eve LoCastro, Sharif Elguindi, Linda Hong, Margie Hunt, Laura Cerviño, Michalis Aristophanous, Masoud Zarepisheh, Joseph O. Deasy   +15 more
doaj   +2 more sources

A Review on Application of Deep Learning Algorithms in External Beam Radiotherapy Automated Treatment Planning [PDF]

Frontiers in Oncology, 2020
Treatment planning plays an important role in the process of radiotherapy (RT). The quality of the treatment plan directly and significantly affects patient treatment outcomes.
Mingqing Wang, Qilin Zhang, Saikit Lam, Jing Cai, Ruijie Yang   +4 more
doaj   +2 more sources

Adapting automated treatment planning configurations across international centres for prostate radiotherapy [PDF]

Physics and Imaging in Radiation Oncology, 2019
Background and purpose: Automated configurations are increasingly utilised for radiotherapy treatment planning. This study investigates whether automated treatment planning configurations are adaptable across clinics with different treatment planning ...
Dale Roach, Geert Wortel, Cesar Ochoa, Henrik R. Jensen, Eugene Damen, Philip Vial, Tomas Janssen, Christian Rønn Hansen   +7 more
doaj   +2 more sources