Supervised learning for infection risk inference using pathology data

BMC medical informatics and decision making

Volumn 17, Issue 1, 2017, Pages 168-

  Hernandez, Bernard ^a   Herrero, Pau ^a   Rawson, Timothy Miles ^a   Moore, Luke S P ^a   Evans, Benjamin ^a   Toumazou, Christofer ^a   Holmes, Alison H ^a   Georgiou, Pantelis ^a  

^a IMPERIAL COLLEGE LONDON   (United Kingdom)

Author keywords

Antimicrobial resistance; Behaviour change; Biochemical markers; Decision support; Infection; Machine learning; Predictive modelling; Supervised learning

Indexed keywords

ANTIINFECTIVE AGENT; BIOLOGICAL MARKER;

ANTIBIOTIC RESISTANCE; CLINICAL DECISION SUPPORT SYSTEM; HUMAN; PROCEDURES; RISK ASSESSMENT; STATISTICS AND NUMERICAL DATA; SUPPORT VECTOR MACHINE;

ANTI-INFECTIVE AGENTS; BIOMARKERS; DECISION SUPPORT SYSTEMS, CLINICAL; DRUG RESISTANCE, MICROBIAL; HUMANS; RISK ASSESSMENT; SUPPORT VECTOR MACHINE;

EID: 85044242845     PISSN: None     EISSN: 14726947     Source Type: Journal    
DOI: 10.1186/s12911-017-0550-1     Document Type: Article

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