Tag: external validation

A deep learning model trained exclusively on adult duodenal biopsy images has achieved pathologist-level accuracy in diagnosing coeliac disease in ...

A systematic review of machine-learning models for diabetic-foot osteomyelitis finds strikingly high reported accuracy but warns that almost no models ...

A systematic evidence map of 626 studies finds that AI for geothermal energy is rich in models but poor in ...

French researchers have developed and externally validated a 17-point score based on the standardised Geriatric Core Dataset that predicts six-, ...

A scoping review finds only three studies of artificial intelligence for assessing fever in returning travellers, all promising in controlled ...

Chinese researchers have developed and externally validated a prediction model combining PSA, tumor stage, biopsy grade, and the neutrophil-to-lymphocyte ratio ...

A multicenter Chinese study shows an interpretable random forest model using nine routine clinical variables can strongly discriminate mild cognitive ...

Researchers in Guangzhou have developed and externally validated a seven-variable nomogram that predicts one-, three-, and five-year risk of LDL-C ...

Researchers in Shandong, China, have developed and externally validated machine learning models that use preoperative data to predict complications, prolonged ...

A machine learning model called Amylo-Detect uses routine electronic health record data to identify patients at risk for cardiac amyloidosis, ...