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Towards an Explainable AI Platform to Study Interruptions in Cancer Radiation Therapy. | LitMetric

Towards an Explainable AI Platform to Study Interruptions in Cancer Radiation Therapy.

Stud Health Technol Inform

Departments of Radiation Oncology & Preventive Medicine University of Tennessee Health Science Center, College of Medicine, Memphis, Tennessee, USA.

Published: January 2024

Radiation therapy interruptions drive cancer treatment failures; they represent an untapped opportunity for improving outcomes and narrowing treatment disparities. This research reports on the early development of the X-CART platform, which uses explainable AI to model cancer treatment outcome metrics based on high-dimensional associations with our local social determinants of health dataset to identify and explain causal pathways linking social disadvantage with increased radiation therapy interruptions.

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Source
http://dx.doi.org/10.3233/SHTI231264DOI Listing

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