Unveiling CNS cell morphology with deep learning: A gateway to anti-inflammatory compound screening

Hyunseok Bahng; Jung‑Pyo Oh; Sungjin Lee; Jaehong Yu; Jongju Bae; Eun Jung Kim; Sang‑Hun Bae; Ji‑Hyun Lee

doi:10.1371/journal.pone.0320204

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Open Access

Peer-reviewed

Research Article

Unveiling CNS cell morphology with deep learning: A gateway to anti-inflammatory compound screening

Hyunseok Bahng,

Roles Conceptualization, Formal analysis, Investigation, Software, Visualization, Writing – original draft

Affiliation Research Center, DR. NOAH BIOTECH Inc., 91, Changnyong-daero 256beon-gil, Yeongtong-gu, Suwon-si, Gyeonggi-do , Republic of Korea
⨯
Jung‑Pyo Oh,

Roles Conceptualization, Data curation, Methodology, Writing – original draft

Affiliation Research Center, DR. NOAH BIOTECH Inc., 91, Changnyong-daero 256beon-gil, Yeongtong-gu, Suwon-si, Gyeonggi-do , Republic of Korea
⨯
Sungjin Lee,

Roles Conceptualization, Formal analysis, Investigation, Software, Writing – original draft

Affiliation Research Center, DR. NOAH BIOTECH Inc., 91, Changnyong-daero 256beon-gil, Yeongtong-gu, Suwon-si, Gyeonggi-do , Republic of Korea
⨯
Jaehong Yu,

Roles Conceptualization, Formal analysis, Investigation, Software, Writing – original draft

Affiliation Research Center, DR. NOAH BIOTECH Inc., 91, Changnyong-daero 256beon-gil, Yeongtong-gu, Suwon-si, Gyeonggi-do , Republic of Korea
⨯
Jongju Bae,

Roles Conceptualization, Formal analysis, Software

Affiliation Research Center, DR. NOAH BIOTECH Inc., 91, Changnyong-daero 256beon-gil, Yeongtong-gu, Suwon-si, Gyeonggi-do , Republic of Korea
⨯
Eun Jung Kim,

Roles Conceptualization, Data curation, Investigation, Methodology

Affiliation Research Center, DR. NOAH BIOTECH Inc., 91, Changnyong-daero 256beon-gil, Yeongtong-gu, Suwon-si, Gyeonggi-do , Republic of Korea

https://orcid.org/0000-0002-5135-1105

⨯
Sang‑Hun Bae ,

Roles Conceptualization, Investigation, Writing – review & editing

* E-mail: shbae@drnoahbiotech.com (SH), jhlee@drnoahbiotech.com (JH)

Affiliation Research Center, DR. NOAH BIOTECH Inc., 91, Changnyong-daero 256beon-gil, Yeongtong-gu, Suwon-si, Gyeonggi-do , Republic of Korea

https://orcid.org/0009-0004-0567-9259

⨯
Ji‑Hyun Lee

Roles Conceptualization, Supervision, Writing – review & editing

* E-mail: shbae@drnoahbiotech.com (SH), jhlee@drnoahbiotech.com (JH)

Affiliation Research Center, DR. NOAH BIOTECH Inc., 91, Changnyong-daero 256beon-gil, Yeongtong-gu, Suwon-si, Gyeonggi-do , Republic of Korea
⨯

Unveiling CNS cell morphology with deep learning: A gateway to anti-inflammatory compound screening

Hyunseok Bahng,
Jung‑Pyo Oh,
Sungjin Lee,
Jaehong Yu,
Jongju Bae,
Eun Jung Kim,
Sang‑Hun Bae,
Ji‑Hyun Lee

Published: March 21, 2025
https://doi.org/10.1371/journal.pone.0320204

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