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Title:Hybrid visualization-based framework for depressive state detection and characterization of atypical patients
Authors:ID Kopitar, Leon (Author)
ID Kokol, Peter (Author)
ID Štiglic, Gregor (Author)
Files:.pdf 1-s2.0-S1532046423002563-main.pdf (1,83 MB)
MD5: 018967EAFD2E760F4257D056AFDEF0FD
 
URL https://www.sciencedirect.com/science/article/pii/S1532046423002563
 
Language:English
Work type:Article
Typology:1.01 - Original Scientific Article
Organization:FERI - Faculty of Electrical Engineering and Computer Science
Keywords:hybrid visualization, interpretation, explainable, shapley, feature importance, depression
Publication status:Published
Publication version:Version of Record
Submitted for review:24.05.2023
Article acceptance date:02.11.2023
Publication date:04.11.2023
Publisher:Elsevier
Year of publishing:2023
Number of pages:str. 1-10
Numbering:Vol. 147, [article no.] 104535
PID:20.500.12556/DKUM-89082 New window
UDC:616.895.4:004.6
ISSN on article:1532-0480
COBISS.SI-ID:173178115 New window
DOI:10.1016/j.jbi.2023.104535 New window
Copyright:© 2023 The Author(s)
Publication date in DKUM:12.06.2024
Views:249
Downloads:1219
Metadata:XML DC-XML DC-RDF
Categories:Misc.
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Record is a part of a journal

Title:Journal of biomedical informatics
Publisher:Elsevier
ISSN:1532-0480
COBISS.SI-ID:23743783 New window

Document is financed by a project

Funder:ARIS - Slovenian Research and Innovation Agency
Project number:N3-0307-2023
Name:Obogatitev pogovornih razložljivih metod umetne inteligence v zdravstvu

Funder:ARIS - Slovenian Research and Innovation Agency
Project number:P2-0057-2018
Name:Informacijski sistemi

Licences

License:CC BY-NC 4.0, Creative Commons Attribution-NonCommercial 4.0 International
Link:http://creativecommons.org/licenses/by-nc/4.0/
Description:A creative commons license that bans commercial use, but the users don’t have to license their derivative works on the same terms.

Secondary language

Language:Slovenian
Keywords:hibridna vizualizacija, razložljivost, Shapley, pomembnost značilnice, depresija


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