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Clinical Risk Model

All articles tagged with #clinical risk model

healthcare2 years ago

AI Outperforms Standard Tools in Predicting Breast Cancer Risk.

In a study published in Radiology, AI algorithms outperformed traditional clinical risk models in predicting the five-year risk for breast cancer using mammograms as the single data source. The study used data associated with negative screening mammograms performed at Kaiser Permanente Northern California in 2016, and all five AI algorithms performed better than the Breast Cancer Surveillance Consortium (BCSC) risk model for predicting breast cancer risk at 0 to 5 years. AI for cancer risk prediction offers the opportunity to individualize every woman’s care and provide personalized, precision medicine on a national level.

healthtech2 years ago

AI improves breast cancer risk predictions.

A new study published in Radiology found that AI algorithms outperformed the standard clinical risk model for predicting the five-year risk for breast cancer. The study analyzed thousands of mammograms and generated risk scores for breast cancer over a five-year period using five AI algorithms. All five algorithms performed better than the Breast Cancer Surveillance Consortium (BCSC) clinical risk score for predicting breast cancer risk at 0 to 5 years. The findings suggest AI can be a vital tool in helping with a patient's future risk score, which takes seconds for AI to generate.