Evaluation of the efficacy of automated machine learning enhanced planning system and a comparative analysis with manual planning system

The Ethos TPS, using its IOE, demonstrated the capability to generate high-quality radiotherapy plans for prostate cancer that are comparable to those produced by the Eclipse TPS. This suggests that the automated planning system can effectively reduce planning time and resource consumption while maintaining plan quality, thus supporting its potential clinical implementation.

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Publication Details

Journal
Journal of Cancer Research and Therapeutics
Published
2025-04-01
DOI
https://doi.org/10.4103/jcrt.jcrt_1373_24
Primary Topic
Advanced Radiotherapy Techniques
Type
article
Field-Weighted Citation Impact
0.00
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article

Evaluation of the efficacy of automated machine learning enhanced planning system and a comparative analysis with manual planning system

Ajinkya Gupte, Sachin Rasal, Omkar Awate, Prasad Dandekar et al.
Journal of Cancer Research and Therapeutics
Advanced Radiotherapy Techniques
article

Evaluation of the efficacy of automated machine learning enhanced planning system and a comparative analysis with manual planning system

Ajinkya Gupte, Sachin Rasal, Omkar Awate, Prasad Dandekar, Anand Jadhav
article en

Abstract

The Ethos TPS, using its IOE, demonstrated the capability to generate high-quality radiotherapy plans for prostate cancer that are comparable to those produced by the Eclipse TPS. This suggests that the automated planning system can effectively reduce planning time and resource consumption while maintaining plan quality, thus supporting its potential clinical implementation.

Journal of Cancer Research and TherapeuticsVol. 21(3)
Sir H.N. Reliance Foundation Hospital and Research Centre (IN)
Openalex Percentile: Top 78%
Advanced Radiotherapy Techniques
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