Publications by authors named "Soohyun Ko"

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Early detection of canine hemangiosarcoma via cfDNA fragmentation and copy number alterations in liquid biopsies using machine learning.
Soohyun Ko, Jinhee Jang, Sun Shin Yi, ChangHyuk Kwon

Front Vet Sci· January 2025

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Comparative analysis of whole exome sequencing kits for the canine genome.
Jinhee Jang, Yong-Jik Lee, Soohyun Ko, A M Abd El-Aty, Ibrahim Gecili

PLoS One· November 2024

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Advancing the early detection of canine cognitive dysfunction syndrome with machine learning-enhanced blood-based biomarkers.
Chae Young Kim, Jinhye Kim, Sunmi Yoon, Isaac Jinwon Yi, Hyuna Lee, Soohyun Ko

Front Vet Sci· August 2024

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Predicting chemical structure using reinforcement learning with a stack-augmented conditional variational autoencoder.
Hwanhee Kim, Soohyun Ko, Byung Ju Kim, Sung Jin Ryu, Jaegyoon Ahn

J Cheminform· December 2022

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Increasing prediction accuracy of pathogenic staging by sample augmentation with a GAN.
ChangHyuk Kwon, Sangjin Park, Soohyun Ko, Jaegyoon Ahn

PLoS One· September 2021

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GVES: machine learning model for identification of prognostic genes with a small dataset.
Soohyun Ko, Jonghwan Choi, Jaegyoon Ahn

Sci Rep· January 2021

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