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Kumar Srivastava

St Jude Children’s Research Hospital - Department of Biostatistics

SCHOLARLY PAPERS

7

DOWNLOADS

441

TOTAL CITATIONS

1

Scholarly Papers (7)

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1.

Novel Natural Language Processing and Machine Learning Methods to Characterize Unstructured Patient-Reported Outcomes

Number of pages: 40 Posted: 09 Dec 2020
Zhaohua Lu, Jin-ah Sim, Christopher B. Forrest, Kevin R. Krull, Kumar Srivastava, Melissa M. Hudson, Leslie L. Robison, Justin N. Baker and I-Chan Huang
St Jude Children’s Research Hospital - Department of Biostatistics, St. Jude Children’s Research Hospital - Department of Epidemiology and Cancer Control, Children's Hospital of Philadelphia - Department of Pediatrics, St. Jude Children’s Research Hospital - Department of Epidemiology and Cancer Control, St Jude Children’s Research Hospital - Department of Biostatistics, St. Jude Children’s Research Hospital - Department of Epidemiology and Cancer Control, St. Jude Children’s Research Hospital - Department of Epidemiology and Cancer Control, St. Jude Children’s Research Hospital - Department of Oncology and St. Jude Children’s Research Hospital - Department of Epidemiology and Cancer Control
Downloads 102 (679,608)
Citation 1

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Fatigue; Machine Learning; Natural Language Processing; Pain; Patient-Reported Outcomes; Pediatric Cancer Survivors; Symptoms

2.

Neighborhood Adversity and Associations with Poor Health-Related Quality-of-Life Among Adult Survivors of Childhood Cancer: A Report from the St. Jude Lifetime Cohort Study

Number of pages: 31 Posted: 14 Dec 2023
Jaesung Choi, Madeline R. Horan, Tara M. Brinkman, Kumar Srivastava, Kirsten K. Ness, Gregory T. Armstrong, Melissa M. Hudson and I-Chan Huang
St. Jude Children’s Research Hospital, St. Jude Children’s Research Hospital, St. Jude Children’s Research Hospital, St Jude Children’s Research Hospital - Department of Biostatistics, St. Jude Children’s Research Hospital - Department of Epidemiology and Cancer Control, St. Jude Children's Research Hospital - Department of Epidemiology, St. Jude Children’s Research Hospital - Department of Epidemiology and Cancer Control and St. Jude Children’s Research Hospital - Department of Epidemiology and Cancer Control
Downloads 91 (742,061)

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Childhood Cancer, Deprivation index, Health-Related Quality-of-Life, Neighborhood Adversity, Social Determinant of Health, Social Vulnerability Index, Survivors

3.

Early Symptom Warnings and Long-Term Health Conditions in Childhood Cancer Survivors: Insights from the Childhood Cancer Survivor Study and St. Jude Lifetime Cohort Study

Number of pages: 46 Posted: 27 Mar 2025
Madeline R. Horan, Wei Liu, Kumar Srivastava, Matthew J. Ehrhardt, Daniel A. Mulrooney, Wassim Chemaitilly, Kirsten K. Ness, Justin N. Baker, Gregory T. Armstrong, Melissa M. Hudson, Kevin R. Krull and I-Chan Huang
Wake Forest University - School of Medicine, Phastar Ltd, St Jude Children’s Research Hospital - Department of Biostatistics, St. Jude Children’s Research Hospital, St. Jude Children’s Research Hospital, University of Pittsburgh, St. Jude Children’s Research Hospital - Department of Epidemiology and Cancer Control, Stanford University, St. Jude Children's Research Hospital - Department of Epidemiology, St. Jude Children’s Research Hospital - Department of Epidemiology and Cancer Control, St. Jude Children’s Research Hospital - Department of Epidemiology and Cancer Control and St. Jude Children’s Research Hospital - Department of Epidemiology and Cancer Control
Downloads 84 (783,685)

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Childhood Cancer, Chronic Health Conditions, Late Effects, Patient-Reported Outcomes, Survivors, Symptom Clusters

4.

Response-Shift Effects in the Future-Health Expectations Among Adult Survivors of Childhood Cancer: A Prospective Study from the St. Jude Lifetime Cohort

Number of pages: 30 Posted: 09 Sep 2022
I-Chan Huang, Jin-ah Sim, Kumar Srivastava, Kevin R. Krull, Kirsten K. Ness, Leslie L. Robison, Justin N. Baker, Melissa M. Hudson and Carolyn E. Schwartz
St. Jude Children’s Research Hospital - Department of Epidemiology and Cancer Control, Hallym University - School of AI Convergence, St Jude Children’s Research Hospital - Department of Biostatistics, St. Jude Children’s Research Hospital - Department of Epidemiology and Cancer Control, St. Jude Children’s Research Hospital - Department of Epidemiology and Cancer Control, St. Jude Children’s Research Hospital - Department of Epidemiology and Cancer Control, St. Jude Children’s Research Hospital - Department of Oncology, St. Jude Children’s Research Hospital - Department of Epidemiology and Cancer Control and DeltaQuest Foundation
Downloads 61 (951,658)

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Childhood Cancer Survivor, Disease Burden, Health-Related Quality of Life, Late Effects, Patient-Reported Outcomes, Response-Shift Effects

5.

Social Determinants of Health and Progression of Chronic Health Conditions in Survivors of Childhood Cancer: A Report from the St. Jude Lifetime Cohort Study (SJLIFE)

Number of pages: 48 Posted: 25 Feb 2026
Jaesung Choi, Madeline R. Horan, Sedigheh Mirzaei S., Kumar Srivastava, Nickhill Bhakta, Stephanie B. Dixon, Matthew J. Ehrhardt, Carmen L. Wilson, Angela Delaney, Yikyung Park, Daniel A. Mulrooney, Heather M. Brandt, Kirsten K. Ness, Gregory T. Armstrong, Melissa M. Hudson and I-Chan Huang
St. Jude Children’s Research Hospital, Wake Forest University, St. Jude Children’s Research Hospital, St Jude Children’s Research Hospital - Department of Biostatistics, St. Jude Children’s Research Hospital, St. Jude Children’s Research Hospital, St. Jude Children’s Research Hospital, St. Jude Children’s Research Hospital, St. Jude Children’s Research Hospital - Department of Epidemiology and Cancer Control, Washington University in St. Louis, St. Jude Children’s Research Hospital, St. Jude Children’s Research Hospital, St. Jude Children’s Research Hospital - Department of Epidemiology and Cancer Control, St. Jude Children's Research Hospital - Department of Epidemiology, St. Jude Children’s Research Hospital - Department of Epidemiology and Cancer Control and St. Jude Children’s Research Hospital - Department of Epidemiology and Cancer Control
Downloads 42 (1,170,409)

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Childhood cancer survivors, Chronic health condition progression, Late effects, Social and environmental vulnerability

6.

Design and Methods of a Randomized Telehealth-Based Intervention to Improve Fitness in Survivors of Childhood Cancer with Exercise Intolerance

Number of pages: 31 Posted: 13 Jun 2023
Arun Maharaj, John L. Jefferies, Daniel A. Mulrooney, Gregory T. Armstrong, Tara M. Brinkman, Sean T. O'Neil, Sarah Terrell, Robyn E. Partin, Kumar Srivastava, Melissa M. Hudson, Zhaoming Wang and Kirsten K. Ness
St. Jude Children’s Research Hospital, University of Tennessee, Memphis - Health Science Center, St. Jude Children’s Research Hospital, St. Jude Children's Research Hospital - Department of Epidemiology, St. Jude Children’s Research Hospital, St. Jude Children’s Research Hospital, St. Jude Children’s Research Hospital, St. Jude Children’s Research Hospital, St Jude Children’s Research Hospital - Department of Biostatistics, St. Jude Children’s Research Hospital - Department of Epidemiology and Cancer Control, St. Jude Children’s Research Hospital - Department of Computational Biology and St. Jude Children’s Research Hospital - Department of Epidemiology and Cancer Control
Downloads 35 (1,249,711)

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childhood cancer survivors, exercise intolerance, Physical Activity, fitness, remote, telehealth-based

7.

Neighborhood Disadvantages Accelerate Multimorbidity Progression in Long-Term Survivors of Childhood Cancer

Number of pages: 52 Posted: 28 Apr 2026
Jaesung Choi, Madeline R. Horan, Sedigheh Mirzaei S., Kumar Srivastava, Nickhill Bhakta, Stephanie B. Dixon, Matthew J. Ehrhardt, Carmen L. Wilson, Angela Delaney, Yikyung Park, Daniel A. Mulrooney, Heather M. Brandt, Kirsten K. Ness, Gregory T. Armstrong, Melissa M. Hudson and I-Chan Huang
St. Jude Children’s Research Hospital, Wake Forest University, St. Jude Children’s Research Hospital, St Jude Children’s Research Hospital - Department of Biostatistics, St. Jude Children’s Research Hospital, St. Jude Children’s Research Hospital, St. Jude Children’s Research Hospital, St. Jude Children’s Research Hospital, St. Jude Children’s Research Hospital - Department of Epidemiology and Cancer Control, Washington University in St. Louis, St. Jude Children’s Research Hospital, St. Jude Children’s Research Hospital, St. Jude Children’s Research Hospital - Department of Epidemiology and Cancer Control, St. Jude Children's Research Hospital - Department of Epidemiology, St. Jude Children’s Research Hospital - Department of Epidemiology and Cancer Control and St. Jude Children’s Research Hospital - Department of Epidemiology and Cancer Control
Downloads 26 (1,385,945)

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Childhood cancer survivors, Chronic health conditions, Social determinants of health, Social vulnerability