PMID- 29060689
OWN - NLM
STAT- MEDLINE
DCOM- 20180823
LR  - 20200928
IS  - 2694-0604 (Electronic)
IS  - 2375-7477 (Linking)
VI  - 2017
DP  - 2017 Jul
TI  - A computational approach for the estimation of heart failure patients status 
      using saliva biomarkers.
PG  - 3648-3651
LID - 10.1109/EMBC.2017.8037648 [doi]
AB  - The aim of this work is to present a computational approach for the estimation of 
      the severity of heart failure (HF) in terms of New York Heart Association (NYHA) 
      class and the characterization of the status of the HF patients, during 
      hospitalization, as acute, progressive or stable. The proposed method employs 
      feature selection and classification techniques. However, it is differentiated 
      from the methods reported in the literature since it exploits information that 
      biomarkers fetch. The method is evaluated on a dataset of 29 patients, through a 
      10-fold-cross-validation approach. The accuracy is 94 and 77% for the estimation 
      of HF severity and the status of HF patients during hospitalization, 
      respectively.
FAU - Tripoliti, Evanthia E
AU  - Tripoliti EE
FAU - Papadopoulos, Theofilos G
AU  - Papadopoulos TG
FAU - Karanasiou, Georgia S
AU  - Karanasiou GS
FAU - Kalatzis, Fanis G
AU  - Kalatzis FG
FAU - Goletsis, Yorgos
AU  - Goletsis Y
FAU - Bechlioulis, Aris
AU  - Bechlioulis A
FAU - Ghimenti, Silvia
AU  - Ghimenti S
FAU - Lomonaco, Tommaso
AU  - Lomonaco T
FAU - Bellagambi, Francesca
AU  - Bellagambi F
FAU - Trivella, Maria Giovanna
AU  - Trivella MG
FAU - Fuoco, Roger
AU  - Fuoco R
FAU - Marzilli, Mario
AU  - Marzilli M
FAU - Scali, Maria Chiara
AU  - Scali MC
FAU - Naka, Katerina K
AU  - Naka KK
FAU - Errachid, Abdelhamid
AU  - Errachid A
FAU - Fotiadis, Dimitrios I
AU  - Fotiadis DI
LA  - eng
PT  - Journal Article
PL  - United States
TA  - Annu Int Conf IEEE Eng Med Biol Soc
JT  - Annual International Conference of the IEEE Engineering in Medicine and Biology 
      Society. IEEE Engineering in Medicine and Biology Society. Annual International 
      Conference
JID - 101763872
RN  - 0 (Biomarkers)
SB  - IM
MH  - Biomarkers
MH  - *Heart Failure
MH  - Hospitalization
MH  - Humans
MH  - Saliva
EDAT- 2017/10/25 06:00
MHDA- 2018/08/24 06:00
CRDT- 2017/10/25 06:00
PHST- 2017/10/25 06:00 [entrez]
PHST- 2017/10/25 06:00 [pubmed]
PHST- 2018/08/24 06:00 [medline]
AID - 10.1109/EMBC.2017.8037648 [doi]
PST - ppublish
SO  - Annu Int Conf IEEE Eng Med Biol Soc. 2017 Jul;2017:3648-3651. doi: 
      10.1109/EMBC.2017.8037648.