Yongin Choi
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Explore the profile of Yongin Choi including associated specialties, affiliations and a list of published articles.
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12
Citations
121
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Recent Articles
1.
Ko K, Oh J, Son C, Choi Y, Lee H
Front Vet Sci
. 2024 Aug;
11:1416862.
PMID: 39113719
Introduction: African swine fever (ASF) is a disease with a high mortality rate and high transmissibility. Identifying high-risk clusters and understanding the transmission characteristics of ASF in advance are essential...
2.
Carilli M, Gorin G, Choi Y, Chari T, Pachter L
Nat Methods
. 2024 Jul;
21(8):1466-1469.
PMID: 39054391
Here we present biVI, which combines the variational autoencoder framework of scVI with biophysical models describing the transcription and splicing kinetics of RNA molecules. We demonstrate on simulated and experimental...
3.
Cho G, Park J, Choi Y, Ahn H, Lee H
Front Public Health
. 2024 Mar;
12:1381284.
PMID: 38454986
[This corrects the article DOI: 10.3389/fpubh.2023.1252357.].
4.
Ram A, Pargett M, Choi Y, Murphy D, Cabel M, Kosaisawe N, et al.
bioRxiv
. 2024 Feb;
PMID: 38405841
The Ras/ERK pathway drives cell proliferation and other oncogenic behaviors, and quantifying its activity is of high interest in cancer diagnosis and therapy. Pathway activation is often assayed by measuring...
5.
Cho G, Park J, Choi Y, Ahn H, Lee H
Front Public Health
. 2024 Jan;
11:1252357.
PMID: 38174072
Background: The coronavirus disease (COVID-19) pandemic has spread rapidly across the world, creating an urgent need for predictive models that can help healthcare providers prepare and respond to outbreaks more...
6.
Choi Y, Li R, Quon G
Genome Biol
. 2023 Feb;
24(1):29.
PMID: 36803416
Neural networks such as variational autoencoders (VAE) perform dimensionality reduction for the visualization and analysis of genomic data, but are limited in their interpretability: it is unknown which data features...
7.
Carilli M, Gorin G, Choi Y, Chari T, Pachter L
bioRxiv
. 2023 Jan;
PMID: 36712140
We motivate and present , which combines the variational autoencoder framework of with biophysically motivated, bivariate models for nascent and mature RNA distributions. While previous approaches to integrate bimodal data...
8.
Kim J, Choi H, Choi Y, Lee C
Front Public Health
. 2022 Sep;
10:993745.
PMID: 36172208
Prior to vaccination or drug treatment, non-pharmaceutical interventions were almost the only way to control the coronavirus disease 2019 (COVID-19) epidemic. After vaccines were developed, effective vaccination strategies became important....
9.
Choi Y, Kim J, Kim J, Choi H, Lee C
Int J Environ Res Public Health
. 2021 Apr;
18(8).
PMID: 33923600
Coronavirus disease 2019 (COVID-19) vaccination has recently started worldwide. As the vaccine supply will be limited for a considerable period of time in many countries, it is important to devise...
10.
Choi Y, Kim J, Choi H, Lee H, Lee C
Int J Environ Res Public Health
. 2020 Oct;
17(20).
PMID: 33066581
The outbreak of the novel coronavirus disease 2019 (COVID-19) occurred all over the world between 2019 and 2020. The first case of COVID-19 was reported in December 2019 in Wuhan,...