Yu Zong Chen
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Explore the profile of Yu Zong Chen including associated specialties, affiliations and a list of published articles.
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86
Citations
1700
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Recent Articles
1.
Shen W, Cui C, Su X, Zhang Z, Velez-Arce A, Wang J, et al.
Res Sq
. 2024 Dec;
PMID: 39678335
Modeling molecular activity and quantitative structure-activity relationships of chemical compounds is critical in drug design. Graph neural networks, which utilize molecular structures as frames, have shown success in assessing the...
2.
Lu S, Huang Y, Shen W, Cao Y, Cai M, Chen Y, et al.
PNAS Nexus
. 2024 Aug;
3(8):pgae268.
PMID: 39192845
Feature representation is critical for data learning, particularly in learning spectroscopic data. Machine learning (ML) and deep learning (DL) models learn Raman spectra for rapid, nondestructive, and label-free cell phenotype...
3.
WanNi Tay N, Liu F, Chaoxin W, Hui Z, Peng Z, Chen Y
Heliyon
. 2024 Aug;
10(13):e33412.
PMID: 39185501
[This corrects the article DOI: 10.1016/j.heliyon.2021.e07933.].
4.
Hou D, Lin H, Feng Y, Zhou K, Li X, Yang Y, et al.
Nucleic Acids Res
. 2023 Oct;
52(D1):D1508-D1518.
PMID: 37897343
Knowledge of the collective activities of individual plants together with the derived clinical effects and targeted disease associations is useful for plant-based biomedical research. To provide the information in complement...
5.
Wang S, Wang T, Zeng X, Chu X, Zhuoma D, Zhao Y, et al.
Sci Rep
. 2023 Oct;
13(1):17400.
PMID: 37833498
Extensive investigations in outer space have revealed not only how life adapts to the space environment, but also that interesting biophysical phenomena occur. These phenomena affect human health and other...
6.
Wang T, Tan Y, Chen Y, Tan C
J Chem Inf Model
. 2023 Aug;
63(15):4615-4622.
PMID: 37531205
Infrared (IR) spectroscopy is a powerful and versatile tool for analyzing functional groups in organic compounds. A complex and time-consuming interpretation of massive unknown spectra usually requires knowledge of chemistry...
7.
Wang S, Wang J, Zeng X, Wang T, Yu Z, Wei Y, et al.
Planta
. 2023 Aug;
258(3):58.
PMID: 37528331
Extensive spaceflight life investigations (SLIs) have revealed observable space effects on plants, particularly their growth, nutrition yield, and secondary metabolite production. Knowledge of these effects not only facilitates space agricultural...
8.
Cheng K, Shen W, Jiang Y, Chen Y, Chen Y, Tan Y
Comput Biol Med
. 2023 Jul;
164:107245.
PMID: 37480677
Clinical outcome prediction is important for stratified therapeutics. Machine learning (ML) and deep learning (DL) methods facilitate therapeutic response prediction from transcriptomic profiles of cells and clinical samples. Clinical transcriptomic...
9.
Shen W, Chen Y
Patterns (N Y)
. 2023 Jan;
4(1):100673.
PMID: 36699736
Wan Xiang Shen, a postdoctoral researcher at National University of Singapore, and Yu Zong Chen, the PI of the Bioinformatics and Drug Design (BIDD) group, have developed an AI pipeline...
10.
Shen W, Liang S, Jiang Y, Chen Y
Patterns (N Y)
. 2023 Jan;
4(1):100658.
PMID: 36699735
Metagenomic analysis has been explored for disease diagnosis and biomarker discovery. Low sample sizes, high dimensionality, and sparsity of metagenomic data challenge metagenomic investigations. Here, an unsupervised microbial embedding, grouping,...