James Huang,
Data Management Analyst
Department:
Pharmaceutical Outcomes & Policy
Business Phone:
(352) 627-9467
Business Email:
jameshuang@ufl.edu
Publications
Academic Articles
2024
An explainable machine learning framework for predicting the risk of buprenorphine treatment discontinuation for opioid use disorder among commercially insured individuals.
Computers in biology and medicine.
177
[DOI] 10.1016/j.compbiomed.2024.108493.
[PMID] 38833799.
2024
Cyclophosphamide and Thiotepa Increases Risk of Transplant-Associated Thrombotic Microangiopathy.
Transplantation and cellular therapy.
30(9):931.e1-931.e10
[DOI] 10.1016/j.jtct.2024.06.020.
[PMID] 38944154.
2024
Extracting Pulmonary Nodules and Nodule Characteristics from Radiology Reports of Lung Cancer Screening Patients Using Transformer Models.
Journal of healthcare informatics research.
8(3):463-477
[DOI] 10.1007/s41666-024-00166-5.
[PMID] 39131104.
2022
Developing and validating a machine-learning algorithm to predict opioid overdose in Medicaid beneficiaries in two US states: a prognostic modelling study.
The Lancet. Digital health.
4(6):e455-e465
[DOI] 10.1016/S2589-7500(22)00062-0.
[PMID] 35623798.
2022
Dosing profiles of concurrent opioid and benzodiazepine use associated with overdose risk among US Medicare beneficiaries: group-based multi-trajectory models.
Addiction (Abingdon, England).
117(7):1982-1997
[DOI] 10.1111/add.15857.
[PMID] 35224799.
2022
Evaluation of machine learning algorithms for predicting direct-acting antiviral treatment failure among patients with chronic hepatitis C infection.
Scientific reports.
12(1)
[DOI] 10.1038/s41598-022-22819-4.
[PMID] 36302828.
2022
Machine learning algorithms for predicting direct-acting antiviral treatment failure in chronic hepatitis C: An HCV-TARGET analysis.
Hepatology (Baltimore, Md.).
76(2):483-491
[DOI] 10.1002/hep.32347.
[PMID] 35034373.
2021
Integrating human services and criminal justice data with claims data to predict risk of opioid overdose among Medicaid beneficiaries: A machine-learning approach.
PloS one.
16(3)
[DOI] 10.1371/journal.pone.0248360.
[PMID] 33735222.
2020
Using machine learning to predict risk of incident opioid use disorder among fee-for-service Medicare beneficiaries: A prognostic study.
PloS one.
15(7)
[DOI] 10.1371/journal.pone.0235981.
[PMID] 32678860.
2019
Evaluation of Machine-Learning Algorithms for Predicting Opioid Overdose Risk Among Medicare Beneficiaries With Opioid Prescriptions.
JAMA network open.
2(3)
[DOI] 10.1001/jamanetworkopen.2019.0968.
[PMID] 30901048.
2018
De novo aortopathy and cardiovascular outcomes in paediatric liver transplant recipients.
Cardiology in the young.
28(8):986-994
[DOI] 10.1017/S104795111800063X.
[PMID] 29972110.
2013
Presence or absence of a positive pathological margin outperforms any other margin-associated variable in predicting clinically relevant biochemical recurrence in Gleason 7 prostate cancer.
BJU international.
111(6):921-7
[DOI] 10.1111/j.1464-410X.2012.11665.x.
[PMID] 23350712.
2008
Low back pain in neurosurgical outpatients: an audit.
Journal of clinical neuroscience : official journal of the Neurosurgical Society of Australasia.
15(11):1216-21
[DOI] 10.1016/j.jocn.2007.09.015.
[PMID] 18829325.
Contact Details
Phones:
- Business:
- (352) 627-9467
Emails:
- Business:
- jameshuang@ufl.edu
Addresses:
- Business Mailing:
-
3809 Sky Gazer Ln
Fort Collins FL 80528 - Business Street:
-
3809 SKY GAZER LN
FORT COLLINS CO 80528