Jonathan Stubblefield

Medicine · Health Sciences

6h-index185citations20works1.72yr avg
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Research Topics

COVID-19 diagnosis using AI(9), Artificial Intelligence in Healthcare and Education(5), Machine Learning in Healthcare(5), Genetic Mapping and Diversity in Plants and Animals(3), Radiomics and Machine Learning in Medical Imaging(3)

Publications20 total

Using Large Language Models To Translate Machine Results To Human Results
ArXiv.org·2025Open Access
Using Large Language Models To Translate Machine Results To Human Results
arXiv (Cornell University)·2025Open Access
Sex classification of 3D skull images using deep neural networks
Scientific Reports·2024· 5 citedOpen Access
Using Large Language Models to Translate Machine Results to Human Results
2023Open Access
Study COVID-19 Severity of Patients Admitted to Emergency Room (ER) with Chest X-ray Images
2022Open Access
Study the combination of brain MRI imaging and other datatypes to improve Alzheimer’s disease diagnosis
2022· 1 citedOpen Access
COVID19 Diagnosis Using Chest X-rays and Transfer Learning
2022· 3 citedOpen Access
An Ensemble of U-Net Models for Kidney Tumor Segmentation With CT Images
IEEE/ACM Transactions on Computational Biology and Bioinformatics·2021· 37 citedOpen Access
Identify differentially expressed genes with large background samples
International Journal of Computational Biology and Drug Design·2021
Identify differentially expressed genes with large background samples
International Journal of Computational Biology and Drug Design·2021
Transfer learning with chest X-rays for ER patient classification
Scientific Reports·2020· 16 citedOpen Access
Spatial Pyramid Pooling With 3D Convolution Improves Lung Cancer Detection
IEEE/ACM Transactions on Computational Biology and Bioinformatics·2020· 36 citedOpen Access
Cardiac or Infectious? Transfer Learning with Chest X-Rays for ER Patient Classification
2020· 5 citedOpen Access
Minor QTLs mining through the combination of GWAS and machine learning feature selection
2019· 25 citedOpen Access
Minor QTLs mining through the combination of GWAS and machine learning feature selection
2019· 9 citedOpen Access
Minor QTLs mining through the combination of GWAS and machine learning feature selection
2019· 5 citedOpen Access
Arkansas AI-Campus Method for the 2019 Kidney Tumor Segmentation Challenge
2019Open Access
Successful Use of a Double Lumen Endotracheal Tube and Bronchial Blocker for Lung Isolation in Pulmonary Mucormycosis
Journal of Cardiothoracic and Vascular Anesthesia·2018· 3 cited
A Large Anterior Mediastinal Mass
Anesthesiology·2017· 2 citedOpen Access
Melanoma in Non-Caucasian Populations
Surgical Clinics of North America·2014· 38 cited

Frequent Co-authors

Jason Causey(14), Xiuzhen Huang(14), Jake Qualls(13), Karl Walker(11), Jennifer Fowler(7), Emily S. Bellis(6), Yuanfang Guan(4), Jason H. Moore(4), Lingrui Cai(3), Wei Dong(3), Wei Zhou(3), Trishna Niraula(3), Mitchell Hervert(2), Sara M. Nehring(2), Brent Kelly(1), Keyu Li(1), Xianghao Chen(1), L.H. Noël(1), Shelby Chun Fat(1), Dong Wei(1)