Faculty, Staff and Student Publications
Open-access journal articles of faculty, students and staff from McWilliams School of Biomedical Informatics at UTHealth Houston. Some of the focus areas include Clinical and Cognitive Informatics, Biomedical Engineering, Public Health Informatics, and Translational Biomedical Informatics.
Submissions from 2022
FusionAI, a DNA-Sequence-Based Deep Learning Protocol Reduces the False Positives of Human Fusion Gene Prediction, Xiaobo Zhou
Phenotype-Genotype Analysis of Caucasian Patients With High Risk of Osteoarthritis, Xiaobo Zhou
Prediction of Fluid Intelligence From T1-W MRI Images: A Precise Two-Step Deep Learning Framework, Xiaobo Zhou
Submissions from 2021
Generalized and Transferable Patient Language Representation For Phenotyping With Limited Data
Cross-Vendor CT Image Data Harmonization Using CVH-CT, Gary Yeeming Ge and Jin Chen
The BMAL1/HIF2A Heterodimer Modulates Circadian Variations of Myocardial Injury, Hui Li, Xinwei Kuang, Long Liang, et al.
Exchanges In A Virtual Environment For Diabetes Self-Management Education and Support: Social Network Analysis, Sahiti Myneni
Digital Technology Needs In Maternal Mental Health: A Qualitative Inquiry, Sudhakar Selvaraj, Jerrie Refuerzo, and Sahiti Myneni
Comprehensive Characterization of Covid-19 Patients With Repeatedly Positive Sars-Cov-2 Tests Using A Large US Electronic Health Record Database, Rebecca Stern, David M Aronoff, Hua Xu, et al.
Identifying Sleep-Related Factors Associated with Cognitive Function in a Hispanics/Latinos Cohort: A Dual Random Forest Approach, Guo-Qiang Zhang
Submissions from 2020
Digilego For Peripartum Depression: A Novel Patient-Facing Digital Health Instantiation
Understanding Spatial Language In Radiology: Representation Framework, Annotation, and Spatial Relation Extraction From Chest X-Ray Reports Using Deep Learning, Dina Demner-Fushman and Kirk Roberts
Covid-19 Testnorm: A Tool To Normalize Covid-19 Testing Names To Loinc Codes, Scott L DuVall, Elizabeth Hanchrow, Hongfang Liu, et al.
Deep Learning In Clinical Natural Language Processing: A Methodical Review, Zongcheng Ji, Yuqi Si, Sarvesh Soni, et al.
Representation of Ehr Data For Predictive Modeling: A Comparison Between Umls and Other Terminologies, Cui Tao, Hua Xu, and Degui Zhi
Causal Discovery In Radiographic Markers of Knee Osteoarthritis and Prediction For Knee Osteoarthritis Severity With Attention-Long Short-Term Memory, Weiling Zhao, Yujia Zhou, Hua Xu, et al.
Submissions from 2019
Deep Patient Representation of Clinical Notes Via Multi-Task Learning For Mortality Prediction
Enhancing Clinical Concept Extraction With Contextual Embeddings
Submissions from 2018
A Frame-Based Nlp System For Cancer-Related Information Extraction
Effects of A Community Population Health Initiative On Blood Pressure Control In Latinos, Nora Silva and Tiffany Champagne-Langabeer
Submissions from 2011
Comparison of Clinical Knowledge Management Capabilities of Commercially-Available and Leading Internally-Developed Electronic Health Records, R Scott Evans, W Paul Nichol, Joan S Ash, et al.