Submissions from 2026
Legacy Effects of Forest Changes and Channel Modification on Flood Behavior in the Ozark Highlands, Missouri, Shoukat Ahmed, Marc R. Owen, Robert T. Pavlowsky, and Matthew C. Pierson
Serum biomarker trajectory clusters predict functional outcome and quality of life for traumatic brain injury, Thanh Son Do, Tayo Obafemi-Ajayi, Chantal Carnes, Zhihui Yang, Firas Kobeissy, Hamad Yadikar, Gayla Olbricht, Olli Tenovuo, Jussi P. Posti, Ewout W. Steyerberg, Lindsay Wilson, Nicole Von Steinbüchel, Endre Czeiter, Andras Buki, and David K. Menon
Session Introduction: Precision Medicine: Integrating Large-Scale Data and Intermediate Phenotypes for Understanding Health and Treating Disease, Tayo Obafemi-Ajayi, Steven E. Brenner, Nilah M. Ioannidis, and Anne O'Donnell-Luria
Leveraging automated machine learning to benchmark, deconstruct, and compare frailty indices for predicting adverse spinal surgery outcomes, Tayo Obafemi-Ajayi, Attri Ghosh, Philip J. Freda, Shane Shahrestani, Alena Orlenko, Justin K. Scheer, Jason H. Moore, and Corey T. Walker
A random-walk-based learning framework to uncover novel gene candidates for Alzheimer's disease therapy, Tayo Obafemi-Ajayi, Alena Orlenko, Binglan Li, Neda Khanjani, Mythreye Venkatesan, Li Shen, Marylyn D. Ritchie, Zhiping Paul Wang, and Jason H. Moore
A formal explanation space for the simultaneous clustering of neurologic diseases based on their signs and symptoms, Tayo Obafemi-Ajayi, Raghu Yelugam, Daniel B. Hier, Michael D. Carrithers, and Donald C. Wunsch II
Submissions from 2025
BOARD # 71: Integrating Machine Learning into Middle and High School Curricula using Alzheimer’s Disease Prediction Models, Dhanush Bavisetti, Tayo Obafemi-Ajayi, Naomi Dille, and Sherrie Zook
A simplified retriever to improve accuracy of phenotype normalizations by large language models, Thanh Son Do, Tayo Obafemi-Ajayi, and Daniel B. Hier
Balanced Benchmarking of Zero-Shot and RAG Approaches for Biomedical Term Normalization, Thanh Son Do, Tayo Obafemi-Ajayi, and Daniel B. Hier
Mapping Biomedical Ontology Terms to Ids: Effect of Domain Prevalence on Prediction Accuracy, Thanh Son Do, Tayo Obafemi-Ajayi, and Daniel B. Hier
REMOTE: A Framework to Create Fast Healthcare Interoperability Resources (FHIR) from Unstructured Clinical Data, Thanh Son Do, Tayo Obafemi-Ajayi, Daniel B. Hier, and Michael D. Carrithers
Ethics vs. Regulation: Converging Frameworks for Trustworthy Human-Centered AI in Biomedical Research, Tayo Obafemi-Ajayi, Tiffani J. Bright, Emily F. Wong, Donald Wunsch, Joan Peckham, and Jason H. Moore
Guest Editorial: Deep Medicine and AI for Health, Tayo Obafemi-Ajayi, Maria Fernanda Cabrera, Ahmed Metwally, and Bobak Mortazavi
Preoperative anemia is an unsuspecting driver of machine learning prediction of adverse outcomes after lumbar spinal fusion, Tayo Obafemi-Ajayi, Attri Ghosh, Philip J. Freda, Shane Shahrestani, Andre E. Boyke, Alena Orlenko, Hyunjun Choi, Nicholas Matsumoto, Jason H. Moore, and Corey T. Walker
Preprocessing of Physician Notes by LLMs Improves Clinical Concept Extraction Without Information Loss, Tayo Obafemi-Ajayi, Daniel B. Hier, Michael A. Carrithers, Steven K. Platt, Anh Nguyen, and Ioannis Giannopoulos
Predicting Failures of LLMs to Link Biomedical Ontology Terms to Identifiers: Evidence Across Models and Ontologies, Tayo Obafemi-Ajayi, Daniel B. Hier, and Steven K. Platt
AI as an accelerator for defining new problems that transcends boundaries, Tayo Obafemi-Ajayi, Steven F. Jennings, Yu Zhang, Kara Li Liu, Joan Peckham, and Jason H. Moore
Knowledge Distillation-Based TinyML Model for Breast Cancer Detection Using Real and Wasserstein GAN-Generated Microwave Imaging Data, Tayo Obafemi-Ajayi, Nazish Khalid, Cihan Dagli, and Donald Wunsch
BOARD # 190: A Call to STEM Exposure: Reinforcing Young Women and Planting Seeds, Tayo Obafemi-Ajayi and Madeleine Mickle
Biologically enhanced machine learning model to uncover novel gene-drug targets for alzheimer s disease, Tayo Obafemi-Ajayi, Alena Orlenko, Mythreye Venkatesan, Li Shen, Marylyn D. Ritchie, Zhiping Paul Wang, and Jason H. Moore
Submissions from 2024
Towards Explainability of Dimension Reduction Plots of Unsupervised Learning Model Outcomes, Tony E. Astuhuaman Davila, Tayo Obafemi-Ajayi, and Daniel B. Hier
Multiple Imputation for Robust Cluster Analysis to Address Missingness in Medical Data, Godwin Ekuma, Tayo Obafemi-Ajayi, Arnold A. Harder, Gayla R. Olbricht, and Daniel B. Hier
PAGER: A novel genotype encoding strategy for modeling deviations from additivity in complex trait association studies, Tayo Obafemi-Ajayi, Philip J. Freda, Attri Ghosh, Priyanka Bhandary, Nicholas Matsumoto, Apurva S. Chitre, Jiayan Zhou, Molly A. Hall, Abraham A. Palmer, and Jason H. Moore
High-Throughput Phenotyping of Clinical Text Using Large Language Models, Tayo Obafemi-Ajayi, Daniel B. Hier, S. Ilyas Munzir, Anne Stahlfeld, and Michael D. Carrithers
Cluster analysis reveals socioeconomic disparities among elective spine surgery patients, Tayo Obafemi-Ajayi, Alena Orlenko, Philip J. Freda, Attri Ghosh, Hyunjun Choi, Nicholas Matsumoto, Tiffani J. Bright, Corey T. Walker, and Jason H. Moore
Analyzing Biomedical Datasets with Symbolic Tree Adaptive Resonance Theory, Tayo Obafemi-Ajayi, Sasha Petrenko, Daniel B. Hier, Mary A. Bone, Erik J. Timpson, William E. Marsh, Michael Speight, and Donald C. Wunsch
Submissions from 2023
An Explainable Deep Learning Model for Prediction of Severity of Alzheimer's Disease, Godwin Ekuma, Tayo Obafemi-Ajayi, and Daniel B. Hier
Leveraging the Power of Artificial Intelligence and Blockchain in Recruitment using Beetle Platform, Tayo Obafemi-Ajayi and Kolawole Lamikanra
Submissions from 2022
Comparative Single-cell RNA-sequencing Cluster Analysis for Traumatic Brain Injury Marker Genes Detection, Audra Addison and Tayo Obafemi-Ajayi
NBT (No-Boundary Thinking): Needed to Attend to Ethical Implications of Data and AI, Tayo Obafemi-Ajayi, Joan Peckham, Andy Perkins, and Xiuzhen Huang
Team building without boundaries, Tayo Obafemi-Ajayi, Andy Perkins, Joan Peckham, and Xiuzhen Huang
Connecting phenotype to genotype: PheWAS-inspired analysis of autism spectrum disorder, Dacosta Yeboah, Tayo Obafemi-Ajayi, John Matta, Daniel Dobrino, Swade Howard, and Yasser EL-Manzalawy
Submissions from 2021
A Kinetic Model for Blood Biomarker Levels after Mild Traumatic Brain Injury, Sima Azizi, Daniel B. Hier, Blaine Allen, Tayo Obafemi-Ajayi, Gayla R. Olbricht, Matthew S. Thimgan, and Donald C. Wunsch
Heterogeneity in blood biomarker trajectories after mild TBI revealed by unsupervised learning, Lien Ai Bui, Dacosta Yeboah, Louis Steinmeister, Sima Azizi, Daniel Hier, Donald Wunsch, Gayla R. Olbricht, and Tayo Obafemi-Ajayi
In Situ Preconcentration and Quantification of Cu2+via Chelating Polymer-Wrapped Multiwalled Carbon Nanotubes, P. U.Ashvin Iresh Fernando; Erik Alberts; Matthew W. Glasscott; Anton Netchaev; Jason D. Ray; Keith Conley; Rishi J. Patel; Jonathan Fury; David Henderson; and For complete list of authors, see publisher's website.
Blood biomarkers for mild traumatic brain injury: a selective review of unresolved issues, Daniel B. Hier, Tayo Obafemi-Ajayi, Matthew S. Thimgan, Gayla R. Olbricht, Sima Azizi, Blaine Allen, Bassam A. Hadi, and Donald C. Wunsch
A PheWAS Model of Autism Spectrum Disorder, John Matta, Daniel Dobrino, Swade Howard, Dacosta Yeboah, Jonathan Kopel, Yasser El-Manzalawy, and Tayo Obafemi-Ajayi
Exploring phosphonium and ammonium chitosan polymers and their PEGylated analogs for high performance gene delivery, Alex McMullen, Deborah C. Ehie, Quinton Wyatt, Kyoungtae H. Kim, and M. Reza Sedaghat-Herati
No-boundary thinking: a viable solution to ethical data-driven AI in precision medicine, Tayo Obafemi-Ajayi, Andy Perkins, Bindu Nanduri, Donald C. Wunsch Ii, James A. Foster, and Joan Peckham
Direct Tension Testing of Plain and Fiber Reinforced Concrete for Use in Additive Construction, Matthew C. Pierson and Luke R. Pinkerton
Noise Quality and Super-Turing Computation in Recurrent Neural Networks, Emmett Redd and Tayo Obafemi-Ajayi
A deep learning model to predict traumatic brain injury severity and outcome from MR images, Dacosta Yeboah, Hung Nguyen, Tayo Obafemi-Ajayi, Daniel B. Hier, and Gayla R. Olbricht
Submissions from 2020
Improved Classification of Medical Data Using Meta-Best Feature Selection, Matthew Chaplin, Jacob Grubb, Thomas Clifford, Justin Bruce, Tayo Obafemi-Ajayi, and John Matta
Statistical Comparative Analysis and Evaluation of Validation Indices for Clustering Optimization, Thy Nguyen, Jason Viehman, Dacosta Yeboah, Gayla R. Olbricht, and Tayo Obafemi-Ajayi
Exploratory Analysis of Concussion Recovery Trajectories using Multi-modal Assessments and Serum Biomarkers, Zachary Roy, Sujit Subhash, Lien A. Bui, Bassam Hadi, Daniel B. Hier, Donald Wunsch, Gayla R. Olbricht, and Tayo Obafemi-Ajayi
Predictive Modeling of Sports-Related Concussions using Clinical Assessment Metrics, Sujit Subhash, Tayo Obafemi-Ajayi, Dennis Goodman, Donald Wunsch, and Gayla R. Olbricht
An Explainable and Statistically Validated Ensemble Clustering Model Applied to the Identification of Traumatic Brain Injury Subgroups, Dacosta Yeboah, Louis Steinmeister, Daniel B. Hier, Bassam Hadi, Donald C. Wunsch, Gayla R. Olbricht, and Tayo Obafemi-Ajayi
Submissions from 2019
Biomarker discovery in inflammatory bowel diseases using network-based feature selection, Mostafa Abbas, John Matta, Thanh Le, Halima Bensmail, Tayo Obafemi-Ajayi, Vasant Honavar, and Yasser EL-Manzalawy
Comparative Analysis of Feature Selection Methods to Identify Biomarkers in a Stroke-Related Dataset, Thomas Clifford, Justin Bruce, Tayo Obafemi-Ajayi, and John Matta
Multi-objective Optimization Approach to find Biclusters in Gene Expression Data, Jeffrey Dale, Junya Zhao, and Tayo Obafemi-Ajayi
Recurrent Network and Multi-arm Bandit Methods for Multi-task Learning without Task Specification, Thy Nguyen and Tayo Obafemi-Ajayi
Structured Iterative Hard Thresholding for Categorical and Mixed Data Types, Thy Nguyen and Tayo Obafemi-Ajayi
Stochastic Resonance Enables BPP/log∗ Complexity and Universal Approximation in Analog Recurrent Neural Networks, Emmett Redd, A. Steven Younger, and Tayo Obafemi-Ajayi
Random Subspace Projection for Predicting Biogeographical Ancestry, Tanjin Toma, Tayo Olufemi-Ajayi, Jeremy Dawson, and Donald Adjeroh
Genotype Combinations Linked to Phenotype Subgroups in Autism Spectrum Disorders, Junya Zhao, Thy Nguyen, Jonathan Kopel, Perry B. Koob, Donald A. Adieroh, and Tayo Obafemi-Ajayi
Submissions from 2018
Performance evaluation and enhancement of biclustering algorithms, Jeffrey Dale, America Nishimoto, and Tayo Obafemi-Ajayi
Node-Based Resilience Measure Clustering with Applications to Noisy and Overlapping Communities in Complex Networks, John Matta, Tayo Obafemi-Ajayi, Jeffrey Borwey, Koushik Sinha, Donald Wunsch, and Gunes Ercal
Applications of node-based resilience graph theoretic framework to clustering autism spectrum disorders phenotypes, John Matta, Junya Zhao, Gunes Ercal, and Tayo Obafemi-Ajayi
Ensemble validation paradigm for intelligent data analysis in autism spectrum disorders, Thy Nguyen, Kerri Nowell, Kimberly E. Bodner, and Tayo Obafemi-Ajayi
Neuroimaging biomarkers of cognitive decline in healthy older adults via unified learning, Tayo Obafemi-Ajayi, Khalid Al-Jabery, Lauren Salminen, David Laidlaw, Ryan Cabeen, Donald Wunsch, and Robert Paul
Submissions from 2017
Tongue image analysis and its mobile app development for health diagnosis, Ratchadaporn Kanawong, Tayo Obafemi-Ajayi, Dahai Liu, Meng Zhang, Dong Xu, and Ye Duan
Applications of novel graph theoretic methods to clustering autism spectrum disorders phenotypes, John Matta, Thy Nguyen, Gunes Ercal, and Tayo Obafemi-Ajayi
Robust graph-Theoretic clustering approaches using node-based resilience measures, John Matta, Tayo Obafemi-Ajayi, Jeffrey Borwey, Donald Wunsch, and Gunes Ercal
Genetic variant analysis of boys with Autism: A pilot study on linking facial phenotype to genotype, Tayo Obafemi-Ajayi, Luke Settles, Yuqing Su, Cynthia Germeroth, Gayla R. Olbricht, Donald C. Wunsch, T. Nicole Takahashi, and Judith Miles
Submissions from 2016
Ensemble statistical and subspace clustering model for analysis of autism spectrum disorder phenotypes, Khalid Al-Jabery, Tayo Obafemi-Ajayi, Gayla R. Olbricht, T. Nicole Takahashi, Stephen Kanne, and Donald Wunsch
Submissions from 2015
A graph-theoretic clustering methodology based on vertex attack tolerance, Jeffrey Borwey, Darla Ahlert, Tayo Obafemi-Ajayi, and Gunes Ercal
Parametric study on performance of laterally loaded drilled shafts in an MSE wall, Jie Huang, Sazzad Bin-Shafique, Matthew C. Pierson, and Md Saidur Rahman
Sorting the phenotypic heterogeneity of autism spectrum disorders: A hierarchical clustering model, Tayo Obafemi-Ajayi, Dao Lam, T. Nicole Takahashi, Stephen Kanne, and Donald Wunsch
Facial Structure Analysis Separates Autism Spectrum Disorders into Meaningful Clinical Subgroups, Tayo Obafemi-Ajayi, Judith H. Miles, T. Nicole Takahashi, Wenchuan Qi, Kristina Aldridge, Minqi Zhang, Shi Qing Xin, Ying He, and Ye Duan
Submissions from 2014
Organizing a student poster session in an ASEE section conference, Steve E. Watkins, Les Kinsler, Julia L. Morse, and Doug Carroll
Submissions from 2013
Refined numerical modeling of a laterally-loaded drilled shaft in an MSE wall, Jie Huang, Jie Han, Robert L. Parsons, and Matthew C. Pierson
Goal-oriented evaluation of binarization algorithms for historical document images, Tayo Obafemi-Ajayi and Gady Agam
Graphitic structure formation in ion implanted polyetheretherketone, E. Tavenner, B. Wood, Matthew T. Curry, Aleksanda Jankovic, and Rishi J. Patel
Submissions from 2012
Automated tongue feature extraction for ZHENG classification in Traditional Chinese Medicine, Ratchadaporn Kanawong, Tayo Obafemi-Ajayi, Tao Ma, Dong Xu, Shao Li, and Ye Duan
ZHENG classification in Traditional Chinese Medicine based on modified specular-free tongue images, Ratchadaporn Kanawong, Tayo Obafemi-Ajayi, Jun Yu, Dong Xu, Shao Li, and Ye Duan
Character-based automated human perception quality assessment in document images, Tayo Obafemi-Ajayi and Gady Agam
Ensemble methods with simple features for document zone classification, Tayo Obafemi-Ajayi, Gady Agam, and Bingqing Xie
Features for automated tongue image shape classification, Tayo Obafemi-Ajayi, Ratchadaporn Kanawong, Dong Xu, Shao Li, and Ye Duan
Residential speed limit reduction case studies, Ginger M. Rossy, Carlos C. Sun, Dan Jessen, and Earl Newman
Submissions from 2011
Characteristics, Similarities, and Differences Among Four-Year Cooperative Engineering Programs in the United States, Robert Egbert, Lorene H. Stone, and David L. Adams
Residual stress distribution, intermolecular force, and frictional coefficient maps in diamond films: Processing-structure-mechanical property relationship, Sanju Gupta, Oliver Williams, Rishi J. Patel, E Bohannan, and P W. May
Numerical Analysis of a Laterally Loaded Shaft Constructed Within and MSE Wall, Jie Huang, Robert L. Parsons, Jie Han, and Matthew Pierson
Lateral Resistance of Short Rock Sockets in Weak Rock, Robert L. Parsons, Matthew C. Pierson, Isaac Willems, Jie Han, and James J. Brennan
Laterally Loaded Shaft Group Capacities and Deflections Behind and MSE Wall, Matthew C. Pierson, Robert L. Parsons, Jie Han, and James J. Brennan
Influence of geogrid stiffness on shaft lateral capacities and deflections behind an MSE wall, M. C. Pierson, R. L. Parsons, J. Han, J. J. Brennan, and J. Huang
The Effect of On-Line Videos on Learner Outcomes in a Mechanics of Materials Course, Jeffery S. Thomas, Richard H. Hall, Timothy A. Philpot, and Douglas R. Carroll
Submissions from 2009
Effect of annealing on rectifying contacts on ZnO thin films grown using pulsed laser deposition, A. Bhattacharya, Ram K. Gupta, Pawan K. Kahol, and Kartik C. Ghosh
Submissions from 2005
Advanced carbon-based material as space radiation shields, Sanju Gupta, Rishi J. Patel, and Nathaniel D. Smith
Submissions from 2004
Ion beam modification and analysis of metal/polymer bi-layer thin films, Yong-Qiang Wang, Matthew T. Curry, E. Tavenner, N. Dobson, and Ryan E. Giedd
Submissions from 2003
Temperature-dependent optical studies of Ti1-xCo xO2, S. Guha, Kartik C. Ghosh, Jonathan G. Keeth, S. B. Ogale, S. R. Shinde, J. R. Simpson, H. D. Drew, and T. Venkatesan
Submissions from 2002
Radial compliance of natural and mock arteries: How this property defines the cyclic loading of deployed vascular stents, John C. Conti and E. R. Strope
