Tayo Obafemi-Ajayi

69 papers A* 1B 5C 13Misc 1Journal 24Unranked 25

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	A formal explanation space for the simultaneous clustering of neurologic diseases based on their signs and symptoms. BMC Medical Informatics Decis. Mak. Raghu Yelugam, Daniel B. Hier, Tayo Obafemi-Ajayi, Michael D. Carrithers, Donald C. Wunsch II
2026	J	`jnl`	Latent Knowledge as a Predictor of Fact Acquisition in Fine-Tuned Large Language Models. CoRR Daniel B. Hier, Tayo Obafemi-Ajayi
2025	J	`jnl`	A simplified retriever to improve accuracy of phenotype normalizations by large language models. Frontiers Digit. Health Daniel B. Hier, Thanh Son Do, Tayo Obafemi-Ajayi
2025	J	`jnl`	AI as an accelerator for defining new problems that transcends boundaries. BioData Min. Tayo Obafemi-Ajayi, Steven F. Jennings, Yu Zhang, Kara Li Liu, Joan Peckham, Jason H. Moore
2025	C	`conf`	Balanced Benchmarking of Zero-Shot and RAG Approaches for Biomedical Term Normalization. CIBCB Thanh Son Do, Daniel B. Hier, Tayo Obafemi-Ajayi
2025	J	`jnl`	Efficient Standardization of Clinical Notes using Large Language Models. CoRR Daniel B. Hier, Michael D. Carrithers, Thanh Son Do, Tayo Obafemi-Ajayi
2025	B	`conf`	Ethics vs. Regulation: Converging Frameworks for Trustworthy Human-Centered AI in Biomedical Research. IJCNN Tayo Obafemi-Ajayi, Tiffani J. Bright, Emily F. Wong, Donald Wunsch, Joan Peckham, Jason H. Moore
2025	J	`jnl`	From Memorization to Generalization: Fine-Tuning Large Language Models for Biomedical Term-to-Identifier Normalization. CoRR Suswitha Pericharla, Daniel B. Hier, Tayo Obafemi-Ajayi
2025	J	`jnl`	Guest Editorial: Deep Medicine and AI for Health. IEEE J. Biomed. Health Informatics María Fernanda Cabrera-Umpiérrez, Tayo Obafemi-Ajayi, Ahmed Metwally, Bobak J. Mortazavi
2025	J	`jnl`	Guest Editorial: Precision Health: AI Tailored to Individuals. IEEE J. Biomed. Health Informatics Edward Sazonov, Bobak J. Mortazavi, Tayo Obafemi-Ajayi, Hassan Ghasemzadeh, María Fernanda Cabrera-Umpiérrez, May Dongmei Wang
2025	—	`conf`	Mapping Biomedical Ontology Terms to Ids: Effect of Domain Prevalence on Prediction Accuracy. CAI Thanh Son Do, Daniel B. Hier, Tayo Obafemi-Ajayi
2025	J	`jnl`	Predicting Failures of LLMs to Link Biomedical Ontology Terms to Identifiers Evidence Across Models and Ontologies. CoRR Daniel B. Hier, Steven Keith Platt, Tayo Obafemi-Ajayi
2025	J	`jnl`	Preprocessing of Physician Notes by LLMs Improves Clinical Concept Extraction Without Information Loss. Inf. Daniel B. Hier, Michael D. Carrithers, Steven Keith Platt, Anh Nguyen, Ioannis Giannopoulos, Tayo Obafemi-Ajayi
2024	J	`jnl`	A Simplified Retriever to Improve Accuracy of Phenotype Normalizations by Large Language Models. CoRR Daniel B. Hier, Thanh Son Do, Tayo Obafemi-Ajayi
2024	J	`jnl`	Analyzing Biomedical Datasets with Symbolic Tree Adaptive Resonance Theory. Inf. Sasha Petrenko, Daniel B. Hier, Mary A. Bone, Tayo Obafemi-Ajayi, Erik J. Timpson, William E. Marsh, Michael Speight, Donald C. Wunsch
2024	J	`jnl`	Enhancing Dimension-Reduced Scatter Plots with Class and Feature Centroids. CoRR Daniel B. Hier, Tayo Obafemi-Ajayi, Gayla R. Olbricht, Devin M. Burns, Sasha Petrenko, Donald C. Wunsch II
2024	C	`conf`	Evaluation of Transfer Learning Models on Traumatic Brain Injury Severity Classification. CIBCB Ngoc Do, Daniel B. Hier, Tayo Obafemi-Ajayi
2024	—	`conf`	High-Throughput Phenotyping of Clinical Text Using Large Language Models. BHI Daniel B. Hier, S. Ilyas Munzir, Anne Stahlfeld, Tayo Obafemi-Ajayi, Michael D. Carrithers
2024	J	`jnl`	High-Throughput Phenotyping of Clinical Text Using Large Language Models. CoRR Daniel B. Hier, S. Ilyas Munzir, Anne Stahlfeld, Tayo Obafemi-Ajayi, Michael D. Carrithers
2024	J	`jnl`	Multiple Imputation for Robust Cluster Analysis to Address Missingness in Medical Data. IEEE Access Arnold A. Harder, Gayla R. Olbricht, Godwin Ekuma, Daniel B. Hier, Tayo Obafemi-Ajayi
2024	J	`jnl`	PAGER: A novel genotype encoding strategy for modeling deviations from additivity in complex trait association studies. BioData Min. Philip J. Freda, Attri Ghosh, Priyanka Bhandary, Nicholas Matsumoto, Apurva S. Chitre, Jiayan Zhou, Molly A. Hall, Abraham A. Palmer, Tayo Obafemi-Ajayi, Jason H. Moore
2024	C	`conf`	Towards Explainability of Dimension Reduction Plots of Unsupervised Learning Model Outcomes. CIBCB Tony E. Astuhuaman Davila, Daniel B. Hier, Tayo Obafemi-Ajayi
2024	J	`jnl`	When Less Is Not More: Large Language Models Normalize Less-Frequent Terms with Lower Accuracy. CoRR Daniel B. Hier, Thanh Son Do, Tayo Obafemi-Ajayi
2023	C	`conf`	An Explainable Deep Learning Model for Prediction of Severity of Alzheimer's Disease. CIBCB Godwin Ekuma, Daniel B. Hier, Tayo Obafemi-Ajayi
2023	—	`conf`	Leveraging the Power of Artificial Intelligence and Blockchain in Recruitment using Beetle Platform. CAI Kolawole Lamikanra, Tayo Obafemi-Ajayi
2022	J	`jnl`	Heterogeneity in Blood Biomarker Trajectories After Mild TBI Revealed by Unsupervised Learning. IEEE ACM Trans. Comput. Biol. Bioinform. Lien A. Bui, Dacosta Yeboah, Louis Steinmeister, Sima Azizi, Daniel B. Hier, Donald C. Wunsch, Gayla R. Olbricht, Tayo Obafemi-Ajayi
2022	—	`conf`	NBT (no-boundary thinking): needed to attend to ethical implications of data and AI. BCB Joan Peckham, Andy D. Perkins, Tayo Obafemi-Ajayi, Xiuzhen Huang
2022	J	`jnl`	No-boundary thinking: a viable solution to ethical data-driven AI in precision medicine. AI Ethics Tayo Obafemi-Ajayi, Andy D. Perkins, Bindu Nanduri, Donald C. Wunsch II, James A. Foster, Joan Peckham
2022	—	`conf`	Team building without boundaries. BCB Andy D. Perkins, Joan Peckham, Tayo Obafemi-Ajayi, Xiuzhen Huang
2021	—	`conf`	A PheWAS Model of Autism Spectrum Disorder. EMBC John Matta, Daniel Dobrino, Swade Howard, Dacosta Yeboah, Jonathan Kopel, Yasser El-Manzalawy, Tayo Obafemi-Ajayi
2021	C	`conf`	A deep learning model to predict traumatic brain injury severity and outcome from MR images. CIBCB Dacosta Yeboah, Hung Nguyen, Daniel B. Hier, Gayla R. Olbricht, Tayo Obafemi-Ajayi
2021	—	`conf`	Noise Quality and Super-Turing Computation in Recurrent Neural Networks. ICANN (4) Emmett Redd, Tayo Obafemi-Ajayi
2020	J	`jnl`	An Explainable and Statistically Validated Ensemble Clustering Model Applied to the Identification of Traumatic Brain Injury Subgroups. IEEE Access Dacosta Yeboah, Louis Steinmeister, Daniel B. Hier, Bassam Hadi, Donald C. Wunsch, Gayla R. Olbricht, Tayo Obafemi-Ajayi
2020	—	`conf`	Exploratory Analysis of Concussion Recovery Trajectories using Multi-modal Assessments and Serum Biomarkers. EMBC Zachary Roy, Sujit Subhash, Lien A. Bui, Bassam Hadi, Daniel B. Hier, Donald Wunsch, Gayla R. Olbricht, Tayo Obafemi-Ajayi
2020	—	`conf`	Improved Classification of Medical Data Using Meta-Best Feature Selection. EMBC Matthew Chaplin, Jacob Grubb, Thomas Clifford, Justin Bruce, Tayo Obafemi-Ajayi, John Matta
2020	—	`conf`	Predictive Modeling of Sports-Related Concussions using Clinical Assessment Metrics. SSCI Sujit Subhash, Tayo Obafemi-Ajayi, Dennis Goodman, Donald C. Wunsch II, Gayla R. Olbricht
2020	—	`conf`	Statistical Comparative Analysis and Evaluation of Validation Indices for Clustering Optimization. SSCI Thy Nguyen, Jason Viehman, Dacosta Yeboah, Gayla R. Olbricht, Tayo Obafemi-Ajayi
2019	C	`conf`	Comparative Analysis of Feature Selection Methods to Identify Biomarkers in a Stroke-Related Dataset. CIBCB Thomas Clifford, Justin Bruce, Tayo Obafemi-Ajayi, John Matta
2019	C	`conf`	Genotype Combinations Linked to Phenotype Subgroups in Autism Spectrum Disorders. CIBCB Junya Zhao, Thy Nguyen, Jonathan Kopel, Perry B. Koob, Donald A. Adieroh, Tayo Obafemi-Ajayi
2019	C	`conf`	Multi-objective Optimization Approach to find Biclusters in Gene Expression Data. CIBCB Jeffrey Dale, Junya Zhao, Tayo Obafemi-Ajayi
2019	B	`conf`	Recurrent Network and Multi-arm Bandit Methods for Multi-task Learning without Task Specification. IJCNN Thy Nguyen, Tayo Obafemi-Ajayi
2019	B	`conf`	Stochastic Resonance Enables BPP/log* Complexity and Universal Approximation in Analog Recurrent Neural Networks. IJCNN Emmett Redd, Arthur Steven Younger, Tayo Obafemi-Ajayi
2019	—	`conf`	Structured Iterative Hard Thresholding for Categorical and Mixed Data Types. SSCI Thy Nguyen, Tayo Obafemi-Ajayi
2018	C	`conf`	Analysis of grapevine gene expression data using node-based resilience clustering. CIBCB Jeffrey Dale, John Matta, Susanne Howard, Gunes Ercal, Wenping Qiu, Tayo Obafemi-Ajayi
2018	J	`jnl`	Applications of node-based resilience graph theoretic framework to clustering autism spectrum disorders phenotypes. Appl. Netw. Sci. John Matta, Junya Zhao, Gunes Ercal, Tayo Obafemi-Ajayi
2018	C	`conf`	Ensemble validation paradigm for intelligent data analysis in autism spectrum disorders. CIBCB Thy Nguyen, Kerri Nowell, Kimberly E. Bodner, Tayo Obafemi-Ajayi
2018	B	`conf`	Meta-Learning Related Tasks with Recurrent Networks: Optimization and Generalization. IJCNN Thy Nguyen, Arthur Steven Younger, Emmett Redd, Tayo Obafemi-Ajayi
2018	C	`conf`	Performance Evaluation and Enhancement of Biclustering Algorithms. ICPRAM Jeffrey Dale, America Nishimoto, Tayo Obafemi-Ajayi
2018	—	`conf`	Random Subspace Projection for Predicting Biogeographical Ancestry. BIBM Tanjin Taher Toma, Tayo Obafemi-Ajayi, Jeremy M. Dawson, Donald A. Adjeroh
2017	C	`conf`	Building the K-12 engineering pipeline: An assessment of where we stand. FIE Theresa Odun-Ayo, Tayo Obafemi-Ajayi
2017	—	`conf`	Genetic variant analysis of boys with Autism: A pilot study on linking facial phenotype to genotype. BIBM Tayo Obafemi-Ajayi, Luke Settles, Yuqing Su, Cynthia Germeroth, Gayla R. Olbricht, Donald C. Wunsch, T. Nicole Takahashi, Judith H. Miles
2017	—	`conf`	Neuroimaging biomarkers of cognitive decline in healthy older adults via unified learning. SSCI Tayo Obafemi-Ajayi, Khalid Al-Jabery, Lauren E. Salminen, David H. Laidlaw, Ryan P. Cabeen, Donald Wunsch, Robert H. Paul
2016	—	`conf`	Ensemble statistical and subspace clustering model for analysis of autism spectrum disorder phenotypes. EMBC Khalid Al-Jabery, Tayo Obafemi-Ajayi, Gayla R. Olbricht, T. Nicole Takahashi, Stephen Kanne, Donald C. Wunsch
2016	A*	`conf`	Robust Graph-Theoretic Clustering Approaches Using Node-Based Resilience Measures. ICDM John Matta, Tayo Obafemi-Ajayi, Jeffrey Borwey, Donald C. Wunsch, Gunes Ercal
2015	Misc	`conf`	A Graph-Theoretic Clustering Methodology Based on Vertex-Attack Tolerance. FLAIRS Jeffrey Borwey, Darla Ahlert, Tayo Obafemi-Ajayi, Gunes Ercal
2015	C	`conf`	Sorting the phenotypic heterogeneity of autism spectrum disorders: A hierarchical clustering model. CIBCB Tayo Obafemi-Ajayi, Dao Lam, T. Nicole Takahashi, Stephen Kanne, Donald C. Wunsch
2013	—	`conf`	Goal-oriented evaluation of binarization algorithms for historical document images. DRR Tayo Obafemi-Ajayi, Gady Agam
2012	J	`jnl`	Character-Based Automated Human Perception Quality Assessment in Document Images. IEEE Trans. Syst. Man Cybern. Part A Tayo Obafemi-Ajayi, Gady Agam
2012	J	`jnl`	Cluster-K Inf. Process. Manag. Tayo Obafemi-Ajayi, Sanjiv Kapoor, Ophir Frieder
2012	—	`conf`	Ensemble methods with simple features for document zone classification. DRR Tayo Obafemi-Ajayi, Gady Agam, Bingqing Xie
2012	—	`conf`	Features for automated tongue image shape classification. BIBM Workshops Tayo Obafemi-Ajayi, Ratchadaporn Kanawong, Dong Xu, Shao Li, Ye Duan
2012	—	`conf`	ZHENG classification in Traditional Chinese Medicine based on modified specular-free tongue images. BIBM Workshops Ratchadaporn Kanawong, Tayo Obafemi-Ajayi, Jun Yu, Dong Xu, Shao Li, Ye Duan
2011	—	`conf`	Statistical multi-resolution schemes for historical document binarization. DRR Tayo Obafemi-Ajayi, Gady Agam
2010	—	`conf`	Evaluation of human perception of degradation in document images. DRR Tayo Obafemi-Ajayi, Gady Agam, Ophir Frieder
2010	J	`jnl`	Historical document enhancement using LUT classification. Int. J. Document Anal. Recognit. Tayo Obafemi-Ajayi, Gady Agam, Ophir Frieder
2010	—	`conf`	Learning shape features for document enhancement. DRR Tayo Obafemi-Ajayi, Gady Agam, Ophir Frieder
2009	—	`conf`	Efficient shape-LUT classification for document image restoration. DRR Tayo Obafemi-Ajayi, Gady Agam, Ophir Frieder
2008	B	`conf`	Efficient MRF approach to document image enhancement. ICPR Tayo Obafemi-Ajayi, Gady Agam, Ophir Frieder
2008	—	`conf`	Ensemble LUT classification for degraded document enhancement. DRR Tayo Obafemi-Ajayi, Gady Agam, Ophir Frieder