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Publication Date2025-02
SymScore: Machine learning accuracy meets transparency in a symbolic regression-based clinical score generator
Olive R. Cawiding; Sieun Lee; Hyeontae Jo, et al
Computers in Biology and Medicine, v.185
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Publication Date2024-12
On the comparison between phenomenological and kinetic theories of gas mixtures with applications to flocking
Bae, Gi-Chan; Ha, Seung-Yeal; Gyuyoung Hwang, et al
Physica D: Nonlinear Phenomena, v.469
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Publication Date2024-12
B7H6 is the predominant activating ligand driving natural killer cell-mediated killing in patients with liquid tumours: evidence from clinical, in silico, in vitro, and in vivo studies
Lee, Sunyoung; Seok Joo Chae; Jang, In-Hwan, et al
EBioMedicine, v.110
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Publication Date2024-12
Estimating the distribution of parameters in differential equations with repeated cross-sectional data
Hyeontae Jo; Cho, Sung Woong; Hwang, Hyung Ju
PLoS Computational Biology, v.20, no.12
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Publication Date2024-12
On the semiclassical limit of the Schrödinger-Lohe model and concentration estimates
Ha, Seung-Yeal; Gyuyoung Hwang; Kim, Dohyun
Journal of Mathematical Physics, v.65, no.12
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Publication Date2024-12
Response to comment on: Toward an optimal contraception dosing strategy
Gavina, Brenda Lyn A.; Aurelio A. de los Reyes V; Olufsen, Mette S., et al
PLoS Computational Biology, v.20, no.12
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Publication Date2024-12
Less Is More: Machine Learning-Based Shortened Sleep Questionnaires for Efficient Clinical Practice
Eui Min Jeong; Jae Kyoung Kim
Sleep Medicine Research, v.15, no.4, pp.216 - 217
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Publication Date2024-11
Accurately predicting mood episodes in mood disorder patients using wearable sleep and circadian rhythm features
Dongju Lim; Jeong, Jaegwon; Yun Min Song, et al
Npj Digital Medicine, v.7, no.1
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Publication Date2024-10
Overcoming bias in estimating epidemiological parameters with realistic history-dependent disease spread dynamics
Hyukpyo Hong; Eom, Eunjin; Lee, Hyojung, et al
Nature Communications, v.15, no.1
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Publication Date2024-08
Data-driven shortened Insomnia Severity Index (ISI): a machine learning approach
Hyeontae Jo; Lim, Myna; Jeon, Hong Jun, et al
Sleep and Breathing, v.28, pp.1819 - 1830
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Publication Date2024-07
What's driving rhythmic gene expression: Sleep or the clock?
Yun Min Song; Jae Kyoung Kim
Cell Systems, v.15, no.7, pp.595 - 596
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Publication Date2024-07
Dysfunctional Beliefs and Attitudes about Sleep-6 (DBAS-6): Data-driven shortened version from a machine learning approach
Hyeontae Jo; Jeon, Hong Jun; Ahn, Junseok, et al
Sleep Medicine, v.119, pp.312 - 318
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Publication Date2024-06
Beyond homogeneity: Assessing the validity of the Michaelis-Menten rate law in spatially heterogeneous environments
Seolah Shin; Seok Joo Chae; Seunggyu Lee, et al
PLoS Computational Biology, v.20, no.6
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Publication Date2024-06
Phosphorylation of DNA-binding domains of CLOCK-BMAL1 complex for PER-dependent inhibition in circadian clock of mammalian cells
Otobe, Yuta; Eui Min Jeong; Ito, Shunsuke, et al
Proceedings of the National Academy of Sciences of the United States of America, v.121, no.23, pp.e2316858121
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Publication Date2024-05
Causal dynamics of sleep, circadian rhythm, and mood symptoms in patients with major depression and bipolar disorder: insights from longitudinal wearable device data
Yun Min Song; Jeong, Jaegwon; Aurelio A. de los Reyes, et al
EBioMedicine, v.103
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Publication Date2024-05
On the Interactions of Flocking Particles with the Stokes Flow in an Infinite Channel
Ko, Dongnam; Bae, Hyeong-Ohk; Ha, Seung-Yeal, et al
Journal of Mathematical Fluid Mechanics, v.26, no.2
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Publication Date2024-04
Validity conditions of approximations for a target-mediated drug disposition model: A novel first-order approximation and its comparison to other approximations
Byun, Jong Hyuk; Jeon, Hye Seon; Yun, Hwi-yeol, et al
PLoS Computational Biology, v.20, no.4
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Publication Date2024-04
scLENS: data-driven signal detection for unbiased scRNA-seq data analysis
Hyun Kim; Chang, Won; Seok Joo Chae, et al
Nature Communications, v.15, no.1
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Publication Date2024-03
Beyond microtubules: The cellular environment at the endoplasmic reticulum attracts proteins to the nucleus, enabling nuclear transport
Seok Joo Chae; Kim, Dae Wook; Igoshin, Oleg A., et al
iScience, v.27, no.3
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Publication Date2024-03
A robust ultrasensitive transcriptional switch in noisy cellular environments
Eui Min Jeong; Jae Kyoung Kim
npj Systems Biology and Applications, v.10, no.1