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Sponsored AI Networking Cookbook: Practical recipes for AI-assisted network automation and development AI Networking Cookbook: Practical recipes for AI-assisted network automation and development

Author

K. Banfill

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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
Aug 2026

The relationship between cardiovascular disease and survival in patients having cardiac avoidance radiotherapy for lung cancer

Overall survival was poorer in patients with cardiac comorbidity than in those without, particularly among those receiving a higher CAA dose, while absolute survival estimates suggested a clinically meaningful benefit of lower CAA dose among patients with pre-existing CVD, supporting the potential importance of CAA min...

C. Morgan, C. Finn, G. Price et al. · 0 citations

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