Improving diagnostic recognition of primary hyperparathyroidism with machine learning

Background Parathyroidectomy offers the only cure for primary hyperparathyroidism, but today only 50% of primary hyperparathyroidism patients are referred for operation, in large part, because the condition is widely under-recognized. The diagnosis of primary hyperparathyroidism can be especially ch...

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Veröffentlicht in:	Surgery 2017-04, Vol.161 (4), p.1113-1121
Hauptverfasser:	Somnay, Yash R., BS, Craven, Mark, PhD, McCoy, Kelly L., MD, Carty, Sally E., MD, Wang, Tracy S., MD, MPH, Greenberg, Caprice C., MD, MPH, Schneider, David F., MD, MS, FACS
Format:	Artikel
Sprache:	eng
Schlagworte:	Algorithms Bayes Theorem Case-Control Studies Databases, Factual Female Humans Hyperparathyroidism, Primary - diagnosis Hyperparathyroidism, Primary - surgery Machine Learning Male Middle Aged Parathyroid Hormone - blood Parathyroidectomy - methods Predictive Value of Tests Quality Improvement ROC Curve Sensitivity and Specificity Severity of Illness Index Surgery
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