Machine Learning with Low-Resource Data from Psychiatric Clinics

Hongmin W. Du; Neil De Chen; Xiao Li; Miklos A. Vasarhelyi

doi:10.1007/978-3-031-49614-1_34

Machine Learning with Low-Resource Data from Psychiatric Clinics

Hongmin W. Du
, Neil De Chen
, Xiao Li
, Miklos A. Vasarhelyi

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Original language	English
Title of host publication	Combinatorial Optimization and Applications - 16th International Conference, COCOA 2023, Proceedings
Editors	Weili Wu, Jianxiong Guo
Publisher	Springer Science and Business Media Deutschland GmbH
Pages	455-465
Number of pages	11
ISBN (Print)	9783031496134
DOIs	https://doi.org/10.1007/978-3-031-49614-1_34
State	Published - 2024
Externally published	Yes
Event	16th Annual International Conference on Combinatorial Optimization and Applications, COCOA 2023 - Hawai, United States Duration: Dec 15 2023 → Dec 17 2023

Publication series

Name	Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Volume	14462 LNCS
ISSN (Print)	0302-9743
ISSN (Electronic)	1611-3349

Conference

Conference	16th Annual International Conference on Combinatorial Optimization and Applications, COCOA 2023
Country/Territory	United States
City	Hawai
Period	12/15/23 → 12/17/23

ASJC Scopus Subject Areas

Theoretical Computer Science
General Computer Science

Keywords

Data Augmentation
Low Resource Data
Machine Learning
Medical Data
Small Data

Access to Document

10.1007/978-3-031-49614-1_34

Cite this

Du, H. W., De Chen, N., Li, X., & Vasarhelyi, M. A. (2024). Machine Learning with Low-Resource Data from Psychiatric Clinics. In W. Wu, & J. Guo (Eds.), Combinatorial Optimization and Applications - 16th International Conference, COCOA 2023, Proceedings (pp. 455-465). (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 14462 LNCS). Springer Science and Business Media Deutschland GmbH. https://doi.org/10.1007/978-3-031-49614-1_34

Machine Learning with Low-Resource Data from Psychiatric Clinics. / Du, Hongmin W.; De Chen, Neil; Li, Xiao et al.
Combinatorial Optimization and Applications - 16th International Conference, COCOA 2023, Proceedings. ed. / Weili Wu; Jianxiong Guo. Springer Science and Business Media Deutschland GmbH, 2024. p. 455-465 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 14462 LNCS).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Du, HW, De Chen, N, Li, X & Vasarhelyi, MA 2024, Machine Learning with Low-Resource Data from Psychiatric Clinics. in W Wu & J Guo (eds), Combinatorial Optimization and Applications - 16th International Conference, COCOA 2023, Proceedings. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), vol. 14462 LNCS, Springer Science and Business Media Deutschland GmbH, pp. 455-465, 16th Annual International Conference on Combinatorial Optimization and Applications, COCOA 2023, Hawai, United States, 12/15/23. https://doi.org/10.1007/978-3-031-49614-1_34

Du HW, De Chen N, Li X, Vasarhelyi MA. Machine Learning with Low-Resource Data from Psychiatric Clinics. In Wu W, Guo J, editors, Combinatorial Optimization and Applications - 16th International Conference, COCOA 2023, Proceedings. Springer Science and Business Media Deutschland GmbH. 2024. p. 455-465. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)). doi: 10.1007/978-3-031-49614-1_34

Du, Hongmin W. ; De Chen, Neil ; Li, Xiao et al. / Machine Learning with Low-Resource Data from Psychiatric Clinics. Combinatorial Optimization and Applications - 16th International Conference, COCOA 2023, Proceedings. editor / Weili Wu ; Jianxiong Guo. Springer Science and Business Media Deutschland GmbH, 2024. pp. 455-465 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)).

@inproceedings{59f9d4e751a84c4c9fbbff4ecd39c9d0,

title = "Machine Learning with Low-Resource Data from Psychiatric Clinics",

keywords = "Data Augmentation, Low Resource Data, Machine Learning, Medical Data, Small Data",

author = "Du, \{Hongmin W.\} and \{De Chen\}, Neil and Xiao Li and Vasarhelyi, \{Miklos A.\}",

note = "Publisher Copyright: {\textcopyright} The Author(s), under exclusive license to Springer Nature Switzerland AG 2024.; 16th Annual International Conference on Combinatorial Optimization and Applications, COCOA 2023 ; Conference date: 15-12-2023 Through 17-12-2023",

year = "2024",

doi = "10.1007/978-3-031-49614-1\_34",

language = "English",

isbn = "9783031496134",

series = "Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)",

publisher = "Springer Science and Business Media Deutschland GmbH",

pages = "455--465",

editor = "Weili Wu and Jianxiong Guo",

booktitle = "Combinatorial Optimization and Applications - 16th International Conference, COCOA 2023, Proceedings",

}

TY - GEN

T1 - Machine Learning with Low-Resource Data from Psychiatric Clinics

AU - Du, Hongmin W.

AU - De Chen, Neil

AU - Li, Xiao

AU - Vasarhelyi, Miklos A.

N1 - Publisher Copyright: © The Author(s), under exclusive license to Springer Nature Switzerland AG 2024.

PY - 2024

Y1 - 2024

KW - Data Augmentation

KW - Low Resource Data

KW - Machine Learning

KW - Medical Data

KW - Small Data

UR - https://www.scopus.com/pages/publications/85180626282

UR - https://www.scopus.com/pages/publications/85180626282#tab=citedBy

U2 - 10.1007/978-3-031-49614-1_34

DO - 10.1007/978-3-031-49614-1_34

M3 - Conference contribution

AN - SCOPUS:85180626282

SN - 9783031496134

T3 - Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

SP - 455

EP - 465

BT - Combinatorial Optimization and Applications - 16th International Conference, COCOA 2023, Proceedings

A2 - Wu, Weili

A2 - Guo, Jianxiong

PB - Springer Science and Business Media Deutschland GmbH

T2 - 16th Annual International Conference on Combinatorial Optimization and Applications, COCOA 2023

Y2 - 15 December 2023 through 17 December 2023

ER -