Author

Nathan Jacobs

University of KentuckyORCID 0000-0002-4242-8967Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Signature Assays, Organisms & Methods

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Approach:deep learning· 2 Assay:imaging· 2 Research Focus:benchmarking· 1 Assay:bulk RNA-seq· 1 Research Focus:differential expression· 1 Research Focus:dimensionality reduction· 1 Organism:human· 1 Approach:statistical model· 1

Frequent Co-Authors

Gongbo LiangiD· 2 shared Ai‐Ling LiniD· 1 shared Jie ZhangiD· 1 shared Jin CheniD· 1 shared Liangliang LiuiD· 1 shared Michael BrooksiD· 1 shared Qi Ying· 1 shared Sajjad FouladvandiD· 1 shared

Activity by Year

2019-2021 · peak 1/yr

Co-Author Collaboration Network

9 top collaborators · 20 mutual co-author links

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2 shared papersNeuroscience

Gongbo LiangORCID

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2 papers

Recent·Most cited

Multi-Modal Data Analysis for Alzheimer's Disease Diagnosis: An Ensemble Model Using Imagery and Genetic Features

Qi Ying, Xin Xing, Liangliang Liu, Ai‐Ling Lin, Nathan Jacobs, Gongbo Liang

This paper develops a multi-modal neural network for Alzheimer's disease diagnosis using MRI and SNPs, achieving 93.5% AUC and 96.1% AP on the ADNI dataset.

Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) · Nov 1, 2021Peer-reviewedNeuroscience

GANai: Standardizing CT Images using Generative Adversarial Network with Alternative Improvement

Gongbo Liang, Sajjad Fouladvand, Jie Zhang, Michael Brooks, Nathan Jacobs, Jin Chen

GANai improves CT image standardization by addressing radiomic feature discrepancies through a novel GAN model with an alternative training strategy.

IEEE International Conference on Healthcare Informatics (ICHI) · Jun 1, 2019Peer-reviewedBioinformatics