Performance comparison of multi-label learning algorithms on clinical data for chronic diseases

Damien Zufferey; Thomas Hofer; Jean Hennebert; Michael Schumacher; Rolf Ingold; Stefano Bromuri

doi:10.1016/j.compbiomed.2015.07.017

Performance comparison of multi-label learning algorithms on clinical data for chronic diseases

Damien Zufferey^*
, Thomas Hofer
, Jean Hennebert
, Michael Schumacher
, Rolf Ingold
, Stefano Bromuri

^*Corresponding author for this work

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

26 Citations (Web of Science)

Original language	English
Pages (from-to)	34-43
Number of pages	10
Journal	Computers in Biology and Medicine
Volume	65
DOIs	https://doi.org/10.1016/j.compbiomed.2015.07.017
Publication status	Published - 1 Oct 2015
Externally published	Yes

Keywords

Algorithms
Chronic Disease
Databases, Factual
Diagnosis, Computer-Assisted/methods
Female
Humans
Machine Learning
Male

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10.1016/j.compbiomed.2015.07.017

Cite this

@article{8d973cb65a30452da20104770b41a9aa,

title = "Performance comparison of multi-label learning algorithms on clinical data for chronic diseases",

keywords = "Algorithms, Chronic Disease, Databases, Factual, Diagnosis, Computer-Assisted/methods, Female, Humans, Machine Learning, Male",

author = "Damien Zufferey and Thomas Hofer and Jean Hennebert and Michael Schumacher and Rolf Ingold and Stefano Bromuri",

year = "2015",

month = oct,

day = "1",

doi = "10.1016/j.compbiomed.2015.07.017",

language = "English",

volume = "65",

pages = "34--43",

journal = "Computers in Biology and Medicine",

issn = "0010-4825",

publisher = "Elsevier Ltd",

}

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T1 - Performance comparison of multi-label learning algorithms on clinical data for chronic diseases

AU - Zufferey, Damien

AU - Hofer, Thomas

AU - Hennebert, Jean

AU - Schumacher, Michael

AU - Ingold, Rolf

AU - Bromuri, Stefano

PY - 2015/10/1

Y1 - 2015/10/1

KW - Algorithms

KW - Chronic Disease

KW - Databases, Factual

KW - Diagnosis, Computer-Assisted/methods

KW - Female

KW - Humans

KW - Machine Learning

KW - Male

U2 - 10.1016/j.compbiomed.2015.07.017

DO - 10.1016/j.compbiomed.2015.07.017

M3 - Article

C2 - 26275389

SN - 0010-4825

VL - 65

SP - 34

EP - 43

JO - Computers in Biology and Medicine

JF - Computers in Biology and Medicine

ER -

Performance comparison of multi-label learning algorithms on clinical data for chronic diseases

Keywords

Access to Document

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Cite this