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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

Author

E. Osorio

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2 papers indexed here

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Aug 2026

Performance of deep learning auto-segmentation models for cardiac substructures in paediatric proton beam therapy

Both automated and manual segmentation models performed adequately for the whole heart, but led to suboptimal results for cardiac substructures, poorer than what is observed in reports of auto segmentation in adult patients, emphasises the need for deep learning models specifically trained on paediatric data.

L. Goyal, R. Bell, K. Banfill et al. · 0 citations
Aug 2026

Causal analysis of radiation dose to the base of the heart and overall survival in lung cancer using targeted maximum likelihood estimation

Radical radiotherapy is delivered with curative intent in approximately 40% of patients with lung cancer. The RTOG 0617 trial and subsequent studies demonstrated that higher cardiac radiation exposure is associated with increased mortality. As clinical equipoise precludes randomisation to different cardiac dose l...

B. Jiang, M. Summers, E. Osorio et al. · 0 citations

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