AIMC Topic: Registries

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Prediction of 30-Day All-Cause Readmissions in Patients Hospitalized for Heart Failure: Comparison of Machine Learning and Other Statistical Approaches.

JAMA cardiology Feb 1, 2017
IMPORTANCE: Several attempts have been made at developing models to predict 30-day readmissions in patients with heart failure, but none have sufficient discriminatory capacity for clinical use. Machine-learning (ML) algorithms represent a novel appr...
Humans Machine Learning Algorithms Prognosis Electronic Health Records United States Follow-Up Studies Models, Statistical Predictive Value of Tests Registries Heart Failure Patient Readmission
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Automated Classification of Semi-Structured Pathology Reports into ICD-O Using SVM in Portuguese.

Studies in health technology and informatics Jan 1, 2017
Pathology reports are a main source of information regarding cancer diagnosis and are commonly written following semi-structured templates that include tumour localisation and behaviour. In this work, we evaluated the efficiency of support vector mac...
Humans Brazil Neoplasms Support Vector Machine Registries International Classification of Diseases
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