Derek Reiman
Orcid: 0000-0002-7955-3980
According to our database1,
Derek Reiman
authored at least 13 papers
between 2017 and 2024.
Collaborative distances:
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Bibliography
2024
Proceedings of the Research in Computational Molecular Biology, 2024
2021
Pseudocell Tracer - A method for inferring dynamic trajectories using scRNAseq and its application to B cells undergoing immunoglobulin class switch recombination.
PLoS Comput. Biol., 2021
PLoS Comput. Biol., 2021
F1000Research, 2021
Integrating microbiome and metabolome data for host disease prediction via deep neural networks.
Proceedings of the IEEE EMBS International Conference on Biomedical and Health Informatics, 2021
Predicting Host Phenotype Based on Gut Microbiome Using a Convolutional Neural Network Approach.
Proceedings of the Artificial Neural Networks - Third Edition., 2021
2020
PopPhy-CNN: A Phylogenetic Tree Embedded Architecture for Convolutional Neural Networks to Predict Host Phenotype From Metagenomic Data.
IEEE J. Biomed. Health Informatics, 2020
Using Conditional Generative Adversarial Networks to Boost the Performance of Machine Learning in Microbiome Datasets.
Proceedings of the 1st International Conference on Deep Learning Theory and Applications, 2020
2019
Utilizing longitudinal microbiome taxonomic profiles to predict food allergy via Long Short-Term Memory networks.
PLoS Comput. Biol., 2019
Proceedings of the Biocomputing 2019: Proceedings of the Pacific Symposium, 2019
Using Convolutional Neural Network to Study the Regulatory Relationship Between DNA Methylation and Gene Expression.
Proceedings of the 2019 IEEE International Conference on Bioinformatics and Biomedicine, 2019
Using Autoencoders for Predicting Latent Microbiome Community Shifts Responding to Dietary Changes.
Proceedings of the 2019 IEEE International Conference on Bioinformatics and Biomedicine, 2019
2017
Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017