James Huang,
Data Management Analyst
Department:
Pharmaceutical Outcomes & Policy
Business Phone:
(352) 627-9467
Business Email:
jameshuang@ufl.edu
Publications
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