Multi-label classification of chronically ill patients with bag of words and supervised dimensionality reduction algorithms

Stefano Bromuri; Damien Zufferey; Jean Hennebert; Michael Schumacher

doi:10.1016/j.jbi.2014.05.010

Multi-label classification of chronically ill patients with bag of words and supervised dimensionality reduction algorithms

Stefano Bromuri^*, Damien Zufferey, Jean Hennebert, Michael Schumacher

^*Corresponding author for this work

Research output: Contribution to journal › Article › Academic › peer-review

19 Citations (Web of Science)

Original language	English
Pages (from-to)	165-175
Number of pages	11
Journal	Journal of Biomedical Informatics
Volume	51
Early online date	29 May 2014
DOIs	https://doi.org/10.1016/j.jbi.2014.05.010
Publication status	Published - Oct 2014
Externally published	Yes

Keywords

Artificial Intelligence
Chronic Disease/classification
Data Compression/methods
Data Mining/methods
Diabetes Mellitus, Type 2/classification
Electronic Health Records/classification
Humans
Natural Language Processing
Vocabulary, Controlled

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10.1016/j.jbi.2014.05.010

Cite this

@article{e1dc3b2a3038469991af54941739aa04,

title = "Multi-label classification of chronically ill patients with bag of words and supervised dimensionality reduction algorithms",

keywords = "Artificial Intelligence, Chronic Disease/classification, Data Compression/methods, Data Mining/methods, Diabetes Mellitus, Type 2/classification, Electronic Health Records/classification, Humans, Natural Language Processing, Vocabulary, Controlled",

author = "Stefano Bromuri and Damien Zufferey and Jean Hennebert and Michael Schumacher",

year = "2014",

month = oct,

doi = "10.1016/j.jbi.2014.05.010",

language = "English",

volume = "51",

pages = "165--175",

journal = "Journal of Biomedical Informatics",

issn = "1532-0464",

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TY - JOUR

T1 - Multi-label classification of chronically ill patients with bag of words and supervised dimensionality reduction algorithms

AU - Bromuri, Stefano

AU - Zufferey, Damien

AU - Hennebert, Jean

AU - Schumacher, Michael

PY - 2014/10

Y1 - 2014/10

KW - Artificial Intelligence

KW - Chronic Disease/classification

KW - Data Compression/methods

KW - Data Mining/methods

KW - Diabetes Mellitus, Type 2/classification

KW - Electronic Health Records/classification

KW - Humans

KW - Natural Language Processing

KW - Vocabulary, Controlled

U2 - 10.1016/j.jbi.2014.05.010

DO - 10.1016/j.jbi.2014.05.010

M3 - Article

C2 - 24879897

SN - 1532-0464

VL - 51

SP - 165

EP - 175

JO - Journal of Biomedical Informatics

JF - Journal of Biomedical Informatics

ER -

Multi-label classification of chronically ill patients with bag of words and supervised dimensionality reduction algorithms

Keywords

Access to Document

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Cite this