Leveraging natural language processing and machine learning to characterize psychological stress and life meaning and purpose in pediatric cancer survivors: a preliminary validation study

Authors

Justin Nathaniel Baker (ORCID: https://orcid.org/0000-0002-6584-6483)
Xiaolei Huang (ORCID: https://orcid.org/0000-0003-0478-8715)
Kirsten K. Ness (ORCID: https://orcid.org/0000-0002-2084-1507)
I‐Chan Huang (ORCID: https://orcid.org/0000-0002-1194-3923)
Jin-Ah Sim (ORCID: https://orcid.org/0000-0002-3494-3002)
Rachel Tillery (ORCID: https://orcid.org/0000-0001-6216-1502)
Melissa M. Hudson (ORCID: https://orcid.org/0000-0001-6984-2407)
Kumar Srivastava

Institutions

St. Jude Children's Research Hospital (US)
Hallym University (KR)
University of Massachusetts Chan Medical School (US)
University of Memphis (US)
Stanford University (US)

Publication Details

Journal: JAMIA Open
Published: 2025-03-06
DOI: https://doi.org/10.1093/jamiaopen/ooaf018
Primary Topic: Childhood Cancer Survivors' Quality of Life
Type: article
Field-Weighted Citation Impact: 0.00

Funders

National Cancer Institute

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article

Leveraging natural language processing and machine learning to characterize psychological stress and life meaning and purpose in pediatric cancer survivors: a preliminary validation study

Justin Nathaniel Baker, Xiaolei Huang, Kirsten K. Ness, I‐Chan Huang et al.

Mar 6, 2025

JAMIA Open

Childhood Cancer Survivors' Quality of Life

article

Leveraging natural language processing and machine learning to characterize psychological stress and life meaning and purpose in pediatric cancer survivors: a preliminary validation study

Justin Nathaniel Baker, Xiaolei Huang, Kirsten K. Ness, I‐Chan Huang, Jin-Ah Sim, Rachel Tillery, Melissa M. Hudson, Kumar Srivastava

March 6, 2025article en

Abstract

No abstract available for this paper.

JAMIA OpenVol. 8(2)

St. Jude Children's Research Hospital (US), Hallym University (KR), University of Massachusetts Chan Medical School (US), University of Memphis (US), Stanford University (US)

National Cancer Institute

Quality Education

Openalex Percentile: Top 92%

Childhood Cancer Survivors' Quality of Life

DOI Open Access PDF OpenAlex

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