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Radiation planning assistant - a streamlined, fully automated radiotherapy treatment planning system

Court, Laurence E.; Kisling, Kelly; McCarroll, Rachel; Zhang, Lifei; Yang, Jinzhong; Simonds, Hannah; Du Toit, Monique; Trauernicht, Chris; Burger, Hester; Parkes, Jeannette; Mejia, Mike; Bojador, Maureen; Balter, Peter; Branco, Daniela; Steinmann, Angela; Baltz, Garrett; Gay, Skylar; Anderson, Brian; Cardenas, Carlos; Jhingran, Anuja; Shaitelman, Simona; Bogler, Oliver; Schmeller, Kathleen; Followill, David; Howell, Rebecca; Nelson, Christopher; Peterson, Christine; Beadle, Beth (Journal of Visualized Experiments, 2018)

The Radiation Planning Assistant (RPA) is a system developed for the fully automated creation of radiotherapy treatment plans, including volume-modulated arc therapy (VMAT) plans for patients with head/neck cancer and ...

Automated treatment planning of postmastectomy radiotherapy

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 (American Association of Physicists in Medicine, 2019-05-11)

Purpose: Breast 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 ...

A risk assessment of automated treatment planning and recommendations for clinical deployment

Kisling, Kelly; Johnson, Jennifer L.; Simonds, Hannah M.; Zhang, Lifei; Jhingran, Anuja; Beadle, Beth M.; Burger, Hester; Du Toit, Monique; Joubert, Nanette; Makufa, Remigio; Shaw, William; Trauernicht, Christoph; Balter, Peter; Howell, Rebecca M.; Schmeler, Kathleen; Court, Laurence (American Association of Physicists in Medicine, 2019-06)

Purpose: To assess the risk of failure of a recently developed automated treatment planning tool, the radiation planning assistant (RPA), and to determine the reduction in these risks with implementation of a quality ...

Fully automatic treatment planning for external-beam radiation therapy of locally advanced cervical cancer : a tool for low-resource clinics

Kisling, Kelly; Zhang, Lifei; Simonds, Hannah M.; Fakie, Nazia; Yang, Jinzhong; McCarroll, Rachel; Balter, Peter; Burger, Hester; Bogler, Oliver; Howell, Rebecca; Schmeler, Kathleen; Mejia, Mike; Beadle, Beth M.; Jhingran, Anuja; Court, Laurence (American Society of Clinical Oncology, 2019)

PURPOSE: The purpose of this study was to validate a fully automatic treatment planning system for conventional radiotherapy of cervical cancer. This system was developed to mitigate staff shortages in low-resource ...

Automated radiation treatment planning for cervical cancer

Rhee, Dong Joo; Jhingran, Anuja; Kisling, Kelly; Cardenas, Carlos; Simonds, Hannah; Court, Laurence (Elsevier, 2020-10)

The radiation treatment-planning process includes contouring, planning, and reviewing the final plan, and each component requires substantial time and effort from multiple experts. Automation of treatment planning can save ...