A Study of Artificial Intelligence Frameworks and Their Capability to Diagnose Major Depressive Disorder

Oluwafeyisayo Oyeniyi; Shreyansh Sandip Dhandhukia; Amartya Sen; Kenneth K. Fletcher

doi:10.1007/978-3-031-14135-5_1

A Study of Artificial Intelligence Frameworks and Their Capability to Diagnose Major Depressive Disorder

Oluwafeyisayo Oyeniyi
, Shreyansh Sandip Dhandhukia
, Amartya Sen
, Kenneth K. Fletcher

Computer Science

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

Original language	English
Title of host publication	Service-Oriented Computing – ICSOC 2021 Workshops - AIOps, STRAPS, AI-PA and Satellite Events, Proceedings
Editors	Hakim Hacid, Monther Aldwairi, Mohamed Reda Bouadjenek, Marinella Petrocchi, Noura Faci, Fatma Outay, Amin Beheshti, Lauritz Thamsen, Hai Dong
Publisher	Springer Science and Business Media Deutschland GmbH
Pages	3-17
Number of pages	15
ISBN (Print)	9783031141348
DOIs	https://doi.org/10.1007/978-3-031-14135-5_1
State	Published - 2022
Event	International Workshop on Artificial Intelligence for IT Operations, AIOps 2021, 3rd Workshop on Smart Data Integration and Processing, STRAPS 2021, International Workshop on AI-enabled Process Automation, AI-PA 2021 and Scientific Satellite Events held in conjunction with 19th International Conference on Service-Oriented Computing, ICSOC 2021 - Virtual, Online Duration: Nov 22 2021 → Nov 25 2021

Publication series

Name	Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Volume	13236 LNCS
ISSN (Print)	0302-9743
ISSN (Electronic)	1611-3349

Conference

Conference	International Workshop on Artificial Intelligence for IT Operations, AIOps 2021, 3rd Workshop on Smart Data Integration and Processing, STRAPS 2021, International Workshop on AI-enabled Process Automation, AI-PA 2021 and Scientific Satellite Events held in conjunction with 19th International Conference on Service-Oriented Computing, ICSOC 2021
City	Virtual, Online
Period	11/22/21 → 11/25/21

ASJC Scopus Subject Areas

Theoretical Computer Science
General Computer Science

Keywords

Artificial intelligence
Explainable AI
Machine learning
Mental health

Access to Document

10.1007/978-3-031-14135-5_1

Cite this

Oyeniyi, O., Dhandhukia, S. S., Sen, A., & Fletcher, K. K. (2022). A Study of Artificial Intelligence Frameworks and Their Capability to Diagnose Major Depressive Disorder. In H. Hacid, M. Aldwairi, M. R. Bouadjenek, M. Petrocchi, N. Faci, F. Outay, A. Beheshti, L. Thamsen, & H. Dong (Eds.), Service-Oriented Computing – ICSOC 2021 Workshops - AIOps, STRAPS, AI-PA and Satellite Events, Proceedings (pp. 3-17). (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 13236 LNCS). Springer Science and Business Media Deutschland GmbH. https://doi.org/10.1007/978-3-031-14135-5_1

A Study of Artificial Intelligence Frameworks and Their Capability to Diagnose Major Depressive Disorder. / Oyeniyi, Oluwafeyisayo; Dhandhukia, Shreyansh Sandip; Sen, Amartya et al.
Service-Oriented Computing – ICSOC 2021 Workshops - AIOps, STRAPS, AI-PA and Satellite Events, Proceedings. ed. / Hakim Hacid; Monther Aldwairi; Mohamed Reda Bouadjenek; Marinella Petrocchi; Noura Faci; Fatma Outay; Amin Beheshti; Lauritz Thamsen; Hai Dong. Springer Science and Business Media Deutschland GmbH, 2022. p. 3-17 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 13236 LNCS).

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

Oyeniyi, O, Dhandhukia, SS, Sen, A & Fletcher, KK 2022, A Study of Artificial Intelligence Frameworks and Their Capability to Diagnose Major Depressive Disorder. in H Hacid, M Aldwairi, MR Bouadjenek, M Petrocchi, N Faci, F Outay, A Beheshti, L Thamsen & H Dong (eds), Service-Oriented Computing – ICSOC 2021 Workshops - AIOps, STRAPS, AI-PA and Satellite Events, Proceedings. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), vol. 13236 LNCS, Springer Science and Business Media Deutschland GmbH, pp. 3-17, International Workshop on Artificial Intelligence for IT Operations, AIOps 2021, 3rd Workshop on Smart Data Integration and Processing, STRAPS 2021, International Workshop on AI-enabled Process Automation, AI-PA 2021 and Scientific Satellite Events held in conjunction with 19th International Conference on Service-Oriented Computing, ICSOC 2021, Virtual, Online, 11/22/21. https://doi.org/10.1007/978-3-031-14135-5_1

Oyeniyi O, Dhandhukia SS, Sen A, Fletcher KK. A Study of Artificial Intelligence Frameworks and Their Capability to Diagnose Major Depressive Disorder. In Hacid H, Aldwairi M, Bouadjenek MR, Petrocchi M, Faci N, Outay F, Beheshti A, Thamsen L, Dong H, editors, Service-Oriented Computing – ICSOC 2021 Workshops - AIOps, STRAPS, AI-PA and Satellite Events, Proceedings. Springer Science and Business Media Deutschland GmbH. 2022. p. 3-17. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)). doi: 10.1007/978-3-031-14135-5_1

Oyeniyi, Oluwafeyisayo ; Dhandhukia, Shreyansh Sandip ; Sen, Amartya et al. / A Study of Artificial Intelligence Frameworks and Their Capability to Diagnose Major Depressive Disorder. Service-Oriented Computing – ICSOC 2021 Workshops - AIOps, STRAPS, AI-PA and Satellite Events, Proceedings. editor / Hakim Hacid ; Monther Aldwairi ; Mohamed Reda Bouadjenek ; Marinella Petrocchi ; Noura Faci ; Fatma Outay ; Amin Beheshti ; Lauritz Thamsen ; Hai Dong. Springer Science and Business Media Deutschland GmbH, 2022. pp. 3-17 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)).

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