Natural Language Processing and Machine Learning Methods to Characterize Unstructured Patient-Reported Outcomes: Validation Study
Natural Language Processing and Machine Learning Methods to Characterize Unstructured Patient-Reported Outcomes: Validation Study
Zhaohua Lu
1
*
, PhD
;
Jin-ah Sim
2, 3
*
, PhD
;
Jade X Wang
1
, PhD
;
Christopher B Forrest
4
, MD, PhD
;
Kevin R Krull
2
, PhD
;
Deokumar Srivastava
1
, PhD
;
Melissa M Hudson
5
, MD
;
Leslie L Robison
2
, PhD
;
Justin N Baker
5
, MD
;
I-Chan Huang
2
, PhD
1
Department of Biostatistics
,
St. Jude Children's Research Hospital
,
Memphis
,
TN
,
US
2
Department of Epidemiology and Cancer Control
,
St. Jude Children's Research Hospital
,
Memphis
,
TN
,
US
3
School of AI Convergence
,
Hallym University
,
Chuncheon
,
KR
4
Roberts Center for Pediatric Research
,
Children's Hospital of Philadelphia
,
Philadelphia
,
PA
,
US
5
Department of Oncology
,
St. Jude Children's Research Hospital
,
Memphis
,
TN
,
US
*these authors contributed equally
Corresponding Author:
-
I-Chan Huang, PhD
-
Department of Epidemiology and Cancer Control
-
St. Jude Children's Research Hospital
-
MS 735, 262 Danny Thomas Pl
-
Memphis, TN
-
US
-
Phone:
1 9015958369
-
Email: I-Chan.Huang@STJUDE.ORG