AIMC Topic: Hematologic Tests

Clear Filters Showing 41 to 42 of 42 articles

Supervised machine learning for the prediction of infection on admission to hospital: a prospective observational cohort study.

The Journal of antimicrobial chemotherapy Apr 1, 2019
BACKGROUND: Infection diagnosis can be challenging, relying on clinical judgement and non-specific markers of infection. We evaluated a supervised machine learning (SML) algorithm for diagnosing bacterial infection using routinely available blood par...
Humans Algorithms Biomarkers Prognosis Clinical Decision-Making Female Aged Aged, 80 and over Young Adult Adult Male Middle Aged Cohort Studies ROC Curve Decision Support Systems, Clinical Follow-Up Studies Supervised Machine Learning Disease Management Diagnostic Tests, Routine Infections Patient Admission Hematologic Tests
View on PubMed DOI

Avoiding Overfitting in Deep Neural Networks for Clinical Opinions Generation from General Blood Test Results.

Studies in health technology and informatics Jan 1, 2017
We have used deep neural networks (DNNs) to generate clinical opinions from general blood test results. DNNs have overfitting problem in general. We believe the complex structure of DNN and insufficient data to be the major reasons of overfitting in ...
Humans Neural Networks, Computer Clinical Decision-Making Diagnosis Hematologic Tests
View on PubMed
Popular Topics
Recent Journals