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Employment (3)

Hong Kong Polytechnic University: Hong Kong, HK

2024-10-07 to present | Research Assistant Professor (Department of Health Technology and Informatics)
Employment
Source: Self-asserted source
CHEN junyi

Laboratory of Data Discovery for Health: Hong Kong, HK

2020 to 2024 | Postdoc
Employment
Source: Self-asserted source
CHEN junyi

The Ohio State University: Columbus, Ohio, US

2019-05 to 2019-11 | Exchange
Employment
Source: Self-asserted source
CHEN junyi

Education and qualifications (1)

City University of Hong Kong: HK, HK

2020-10-06
Education
Source: check_circle
City University of Hong Kong

Works (13)

Scope+: an open source generalizable architecture for single-cell RNA-seq atlases at sample and cell levels

Bioinformatics
2024-12-26 | Journal article
DOI: 10.1093/bioinformatics/btae727
Contributors: Danqing Yin; Yue Cao; Junyi Chen; Candice L Y Mak; Ken H O Yu; Jiaxuan Zhang; Jia Li; Yingxin Lin; Joshua W K Ho; Jean Y H Yang et al.
Source: check_circle
Crossref

An edge-device-compatible algorithm for valvular heart diseases screening using phonocardiogram signals with a lightweight convolutional neural network and self-supervised learning

Computer Methods and Programs in Biomedicine
2024-01 | Journal article
DOI: 10.1016/j.cmpb.2023.107906
Contributors: Shichao Ma; Junyi Chen; Joshua W.K. Ho
Source: check_circle
Crossref

Vulture: cloud-enabled scalable mining of microbial reads in public scRNA-seq data

GigaScience
2024-01-02 | Journal article
DOI: 10.1093/gigascience/giad117
Contributors: Junyi Chen; Danqing Yin; Harris Y H Wong; Xin Duan; Ken H O Yu; Joshua W K Ho
Source: check_circle
Crossref

Deep transfer learning of cancer drug responses by integrating bulk and single-cell RNA-seq data

Nature Communications
2022 | Journal article
DOI: 10.1038/s41467-022-34277-7
EID:

2-s2.0-85140992424

Part of ISSN: 20411723
Contributors: Chen, J.; Wang, X.; Ma, A.; Wang, Q.-E.; Liu, B.; Li, L.; Xu, D.; Ma, Q.
Source: Self-asserted source
CHEN junyi via Scopus - Elsevier
grade
Preferred source (of 2)‎

Deep transfer learning of drug responses by integrating bulk and single-cell RNA-seq data

bioRxiv
2021 | Other
DOI: 10.1101/2021.08.01.454654
EID:

2-s2.0-85115075330

Part of ISSN: 26928205
Contributors: Chen, J.; Wu, Z.; Qi, R.; Ma, A.; Zhao, J.; Xu, D.; Li, L.; Ma, Q.
Source: Self-asserted source
CHEN junyi via Scopus - Elsevier

Categorical Matrix Completion with Active Learning for High-throughput Screening

IEEE/ACM Transactions on Computational Biology and Bioinformatics
2021-11 | Journal article | Author
DOI: 10.1109/TCBB.2020.2982142
SOURCE-WORK-ID:

53b25934-b732-4a56-b321-78d5e665f84a

EID:

2-s2.0-85098671900
Contributors: CHEN junyi; Junhui Hou; Ka Chun WONG
Source: check_circle
City University of Hong Kong
grade
Preferred source (of 2)‎

RNCE

Briefings in Bioinformatics
2021-05 | Journal article | Author
DOI: 10.1093/bib/bbaa118
SOURCE-WORK-ID:

b36bc6f4-7fa3-4313-83ca-2c76eb63dd37

PMID: 32577712
EID:

2-s2.0-85107087984

WOSUID:

000709461300063
Contributors: CHEN junyi; Ka Chun WONG
Source: check_circle
City University of Hong Kong

Analyzing High-Order Epistasis from Genotype-Phenotype Maps Using ‘Epistasis’ Package

Epistasis
2021-03-18 | Book chapter | Author
DOI: 10.1007/978-1-0716-0947-7_16
SOURCE-WORK-ID:

659e64d3-2c2d-4ba2-a25f-a915cd54d621

EID:

2-s2.0-85102889631

WOSUID:

000707157200017

Part of ISBN: 9781071609477
Part of ISBN: 9781071609460
Part of ISBN: 9781071609491
Contributors: CHEN junyi; Ka Chun WONG
Source: check_circle
City University of Hong Kong

Causal inference for the effect of environmental chemicals on chronic kidney disease

Computational and Structural Biotechnology Journal
2020 | Journal article | Author
DOI: 10.1016/j.csbj.2019.12.001
SOURCE-WORK-ID:

9de73ffc-71fa-436c-8891-7fc5179d69a6

EID:

2-s2.0-85077500100

WOSUID:

000607305900012
Contributors: Jing Zhao; Paige Hinton; CHEN junyi; Jing Jiang
Source: check_circle
City University of Hong Kong

Verbal aggression detection on Twitter comments

Neural Computing and Applications
2020-08 | Journal article | Author
DOI: 10.1007/s00521-018-3442-0
SOURCE-WORK-ID:

5fa14dc1-3063-433b-9a54-28af70261dae

EID:

2-s2.0-85046032535

WOSUID:

000549646700003
Contributors: CHEN junyi; Shankai Yan; Ka Chun WONG
Source: check_circle
City University of Hong Kong

CRISPR‐Net

Advanced Science
2020-07 | Journal article | Author
DOI: 10.1002/advs.201903562
SOURCE-WORK-ID:

b024fb28-8682-45d9-90f0-c861eb96b699

WOSUID:

000534036600001

EID:

2-s2.0-85084999285
Contributors: Jiecong LIN; Zhaolei Zhang; Shixiong ZHANG; CHEN junyi; Ka Chun WONG
Source: check_circle
City University of Hong Kong

Early Cancer Detection from Multianalyte Blood Test Results

iScience
2019-05-31 | Journal article | Author
DOI: 10.1016/j.isci.2019.04.035
SOURCE-WORK-ID:

29bd21b0-4eaf-4337-99d0-8b7d79f1a152

EID:

2-s2.0-85066313563

WOSUID:

000470104600029
Contributors: Ka Chun WONG; CHEN junyi; Jiao Zhang; Jiecong LIN; Shankai Yan; Shixiong ZHANG; Xiangtao Li; Cheng Liang; Chengbin Peng; Qiuzhen Lin et al.
Source: check_circle
City University of Hong Kong

Aggressivity detection on social network comments

ACM International Conference Proceeding Series
2017 | Conference paper
DOI: 10.1145/3059336.3059348
EID:

2-s2.0-85020896973
Contributors: Chen, J.; Yan, S.; Wong, K.-C.
Source: Self-asserted source
CHEN junyi via Scopus - Elsevier

Peer review (1 review for 1 publication/grant)

Review activity for F1000Research. (1)
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