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Current Medical Research and Opinion Volume 37, 2021 - Issue 5
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Psychiatry

Using a machine learning approach to investigate factors associated with treatment-resistant depression among adults with chronic non-cancer pain conditions and major depressive disorder

Drishti Shaha Department of Pharmaceutical Systems and Policy, School of Pharmacy, West Virginia University, Morgantown, WV, USACorrespondence[email protected]
ORCID Iconhttps://orcid.org/0000-0002-5866-7743
ORCID Icon,
Wanhong Zhengb Department of Behavioral Medicine and Psychiatry, West Virginia University, Morgantown, WV, USA
,
Lindsay Allenc Health Policy, Management, and Leadership Department, School of Public Health, West Virginia University, Morgantown, WV, USA
,
Wenhui Weia Department of Pharmaceutical Systems and Policy, School of Pharmacy, West Virginia University, Morgantown, WV, USA;d Regeneron Pharmaceuticals, Tarrytown, NY, USA
,
Traci LeMastersa Department of Pharmaceutical Systems and Policy, School of Pharmacy, West Virginia University, Morgantown, WV, USA
,
Suresh Madhavane University of North Texas Health Sciences Center, College of Pharmacy, TX, USA
&
Usha Sambamoorthia Department of Pharmaceutical Systems and Policy, School of Pharmacy, West Virginia University, Morgantown, WV, USA;e University of North Texas Health Sciences Center, College of Pharmacy, TX, USAORCID Iconhttps://orcid.org/0000-0001-8311-1360
ORCID Icon show all
Pages 847-859 | Received 06 Jul 2020, Accepted 17 Feb 2021, Published online: 24 Mar 2021

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Read on this site (1)

Sweta Bhadra & Chandan Jyoti Kumar. (2022) An insight into diagnosis of depression using machine learning techniques: a systematic review. Current Medical Research and Opinion 38:5, pages 749-771.
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Articles from other publishers (3)

Qijian Zheng, Feng Liu, Shuya Xu, Jingyi Hu, Haixing Lu & Tingting Liu. (2023) Artificial intelligence empowering research on loneliness, depression and anxiety — Using Covid-19 as an opportunity. Journal of Safety Science and Resilience 4:4, pages 396-409.
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Mohammad Ikram, Nazneen Fatima Shaikh, Jamboor K. Vishwanatha & Usha Sambamoorthi. (2022) Leading Predictors of COVID-19-Related Poor Mental Health in Adult Asian Indians: An Application of Extreme Gradient Boosting and Shapley Additive Explanations. International Journal of Environmental Research and Public Health 20:1, pages 775.
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Kosmas I. Paraskevas, Luca Saba & Jasjit S. Suri. (2022) Applications of Artificial Intelligence in Vascular Diseases. Angiology 73:7, pages 597-598.
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