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Prostate cancer treatment recommendation study based on machine learning and SHAP interpreter
S Tang, H Zhang, J Liang, S Tang, L Li, Y Li… - Cancer …, 2024 - Wiley Online Library
This study utilized data from 140,294 prostate cancer cases from the Surveillance,
Epidemiology, and End Results (SEER) database. Here, 10 different machine learning …
Epidemiology, and End Results (SEER) database. Here, 10 different machine learning …
Artificial Intelligence for Radiation Treatment Planning: Bridging Gaps From Retrospective Promise to Clinical Reality
Artificial intelligence (AI) radiation therapy (RT) planning holds promise for enhancing the
consistency and efficiency of the RT planning process. Despite technical advancements, the …
consistency and efficiency of the RT planning process. Despite technical advancements, the …
EVALUATION OF AN END-TO-END RADIOTHERAPY TREATMENT PLANNING PIPELINE FOR PROSTATE CANCER
MD El Basha, CE Cardenas, J Pollard-Larkin… - 2024 - digitalcommons.library.tmc.edu
Radiation treatment planning is a crucial and time-intensive process in radiation therapy.
This planning involves carefully designing a treatment regimen tailored to a patient's specific …
This planning involves carefully designing a treatment regimen tailored to a patient's specific …
Domain adaptation of automated treatment planning from computed tomography to magnetic resonance
Objective. Machine learning (ML) based radiation treatment planning addresses the iterative
and time-consuming nature of conventional inverse planning. Given the rising importance of …
and time-consuming nature of conventional inverse planning. Given the rising importance of …
Artificial Intelligence in Radiation Therapy Treatment Planning
X Zhu, J Fan, A Chawla, D Zheng - Artificial Intelligence In Radiation …, 2023 - World Scientific
Abstract Treatment planning is arguably the most critical step in the radiation oncology
workflow, and has traditionally involved intense manual work, highly trained expertise, and …
workflow, and has traditionally involved intense manual work, highly trained expertise, and …
Clinical Application of AI for Radiation Therapy Treatment Planning
There are numerous high-performing technical solutions for Artificial Intelligence (AI)-based
treatment planning; however, clinical use of these algorithms as standard-of-care in the …
treatment planning; however, clinical use of these algorithms as standard-of-care in the …