Gayla R. Olbricht

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 12

Top Topics

Traumatic Brain Injury

Unsupervised Learning

Exploratory Analysis

Subspace Clustering

Top Venues

BMC Medical Informatics Decis. Mak.

Publications

Daniel B. Hier, Tayo Obafemi-Ajayi, Gayla R. Olbricht, Devin M. Burns, Sasha Petrenko, Donald C. Wunsch II
Enhancing Dimension-Reduced Scatter Plots with Class and Feature Centroids. CoRR (2024)
Arnold A. Harder, Gayla R. Olbricht, Godwin Ekuma, Daniel B. Hier, Tayo Obafemi-Ajayi
Multiple Imputation for Robust Cluster Analysis to Address Missingness in Medical Data. IEEE Access 12 (2024)
Lien A. Bui, Dacosta Yeboah, Louis Steinmeister, Sima Azizi, Daniel B. Hier, Donald C. Wunsch, Gayla R. Olbricht, Tayo Obafemi-Ajayi
Heterogeneity in Blood Biomarker Trajectories After Mild TBI Revealed by Unsupervised Learning. IEEE ACM Trans. Comput. Biol. Bioinform. 19 (3) (2022)
Dacosta Yeboah, Hung Nguyen, Daniel B. Hier, Gayla R. Olbricht, Tayo Obafemi-Ajayi
A deep learning model to predict traumatic brain injury severity and outcome from MR images. CIBCB (2021)
Zachary Roy, Sujit Subhash, Lien A. Bui, Bassam Hadi, Daniel B. Hier, Donald Wunsch, Gayla R. Olbricht, Tayo Obafemi-Ajayi
Exploratory Analysis of Concussion Recovery Trajectories using Multi-modal Assessments and Serum Biomarkers. EMBC (2020)
Sujit Subhash, Tayo Obafemi-Ajayi, Dennis Goodman, Donald C. Wunsch II, Gayla R. Olbricht
Predictive Modeling of Sports-Related Concussions using Clinical Assessment Metrics. SSCI (2020)
Daniel B. Hier, Jonathan Kopel, Steven U. Brint, Donald C. Wunsch, Gayla R. Olbricht, Sima Azizi, Blaine Allen
Evaluation of standard and semantically-augmented distance metrics for neurology patients. BMC Medical Informatics Decis. Mak. 20 (1) (2020)
Thy Nguyen, Jason Viehman, Dacosta Yeboah, Gayla R. Olbricht, Tayo Obafemi-Ajayi
Statistical Comparative Analysis and Evaluation of Validation Indices for Clustering Optimization. SSCI (2020)
Dacosta Yeboah, Louis Steinmeister, Daniel B. Hier, Bassam Hadi, Donald C. Wunsch, Gayla R. Olbricht, Tayo Obafemi-Ajayi
An Explainable and Statistically Validated Ensemble Clustering Model Applied to the Identification of Traumatic Brain Injury Subgroups. IEEE Access 8 (2020)
Tayo Obafemi-Ajayi, Luke Settles, Yuqing Su, Cynthia Germeroth, Gayla R. Olbricht, Donald C. Wunsch, T. Nicole Takahashi, Judith Miles
Genetic variant analysis of boys with Autism: A pilot study on linking facial phenotype to genotype. BIBM (2017)
Amber M. Henslee, Susan L. Murray, Gayla R. Olbricht, Douglas K. Ludlow, Malcolm E. Hays, Hannah M. Nelson
Assessing Freshman Engineering Students' Understanding of Ethical Behavior. Sci. Eng. Ethics 23 (1) (2017)
Khalid Al-Jabery, Tayo Obafemi-Ajayi, Gayla R. Olbricht, T. Nicole Takahashi, Stephen Kanne, Donald C. Wunsch
Ensemble statistical and subspace clustering model for analysis of autism spectrum disorder phenotypes. EMBC (2016)