Publications by authors named "Inkyu Moon"

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Automated phenotypic analysis and classification of drug-treated cardiomyocytes via synergized time-lapse holographic imaging and deep learning.
Ezat Ahmadzadeh, Seonghwan Park, Youhyun Kim, Inkyu Moon

Comput Methods Programs Biomed· September 2025

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Automated fast label-free quantification of cardiomyocyte dynamics with raw holograms for cardiotoxicity screening.
Inkyu Moon, Ezat Ahmadzadeh, Youhyun Kim, Benjamin Rappaz, Gerardo Turcatti

Biomed Opt Express· February 2025

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Quantitative analysis of the dexamethasone side effect on human-derived young and aged skeletal muscle by myotube and nuclei segmentation using deep learning.
Seonghwan Park, Min Young Kim, Jaewon Jeong, Sohae Yang, Minseok S Kim, Inkyu Moon

Bioinformatics· December 2024

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Equilibrium Optimization Algorithm with Deep Learning Enabled Prostate Cancer Detection on MRI Images.
Eunmok Yang, K Shankar, Sachin Kumar, Changho Seo, Inkyu Moon

Biomedicines· December 2023

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Automated Dual-Mode Cell Monitoring To Simultaneously Explore Calcium Dynamics and Contraction-Relaxation Kinetics within Drug-Treated Stem Cell-Derived Cardiomyocytes.
Keyvan Jaferzadeh, Benjamin Rappaz, Youhyun Kim, Bo-Kyoung Kim, Inkyu Moon

ACS Sens· July 2023

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Deep Learning-Based Phenotypic Assessment of Red Cell Storage Lesions for Safe Transfusions.
Eunji Kim, Seonghwan Park, Seunghyeon Hwang, Inkyu Moon, Bahram Javidi

IEEE J Biomed Health Inform· March 2022

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Automated analysis of human cardiomyocytes dynamics with holographic image-based tracking for cardiotoxicity screening.
Ezat Ahamadzadeh, Keyvan Jaferzadeh, Seonghwan Park, Seungwoo Son, Inkyu Moon

Biosens Bioelectron· January 2022

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Automated phase unwrapping in digital holography with deep learning.
Seonghwan Park, Youhyun Kim, Inkyu Moon

Biomed Opt Express· November 2021

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High-throughput label-free cell detection and counting from diffraction patterns with deep fully convolutional neural networks.
Faliu Yi, Seonghwan Park, Inkyu Moon

J Biomed Opt· March 2021

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Noise-free quantitative phase imaging in Gabor holography with conditional generative adversarial network.
Inkyu Moon, Keyvan Jaferzadeh, Youhyun Kim, Bahram Javidi

Opt Express· August 2020

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Automated single cardiomyocyte characterization by nucleus extraction from dynamic holographic images using a fully convolutional neural network.
Ezat Ahmadzadeh, Keyvan Jaferzadeh, Seokjoo Shin, Inkyu Moon

Biomed Opt Express· March 2020

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Quantitative analysis of three-dimensional morphology and membrane dynamics of red blood cells during temperature elevation.
Keyvan Jaferzadeh, MinWoo Sim, NamGon Kim, InKyu Moon

Sci Rep· October 2019

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No-search focus prediction at the single cell level in digital holographic imaging with deep convolutional neural network.
Keyvan Jaferzadeh, Seung-Hyeon Hwang, Inkyu Moon, Bahram Javidi

Biomed Opt Express· August 2019

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Secure storage and retrieval schemes for multiple encrypted digital holograms with orthogonal phase encoding multiplexing.
Youhyun Kim, Minwoo Sim, Inkyu Moon

Opt Express· August 2019

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Automated quantification study of human cardiomyocyte synchronization using holographic imaging.
InKyu Moon, Ezat Ahmadzadeh, Keyvan Jaferzadeh, Namgon Kim

Biomed Opt Express· February 2019

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Automated quantitative analysis of multiple cardiomyocytes at the single-cell level with three-dimensional holographic imaging informatics.
Inkyu Moon, Keyvan Jaferzadeh, Ezat Ahmadzadeh, Bahram Javidi

J Biophotonics· December 2018

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Quantification of stored red blood cell fluctuations by time-lapse holographic cell imaging.
Keyvan Jaferzadeh, Inkyu Moon, Manon Bardyn, Michel Prudent, Jean-Daniel Tissot

Biomed Opt Express· October 2018

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Automated red blood cells extraction from holographic images using fully convolutional neural networks.
Faliu Yi, Inkyu Moon, Bahram Javidi

Biomed Opt Express· October 2017

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Automated three-dimensional morphology-based clustering of human erythrocytes with regular shapes: stomatocytes, discocytes, and echinocytes.
Ezat Ahmadzadeh, Keyvan Jaferzadeh, Jieun Lee, Inkyu Moon

J Biomed Opt· July 2017

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Red blood cells ageing markers: a multi-parametric analysis.
Manon Bardyn, Benjamin Rappaz, Keyvan Jaferzadeh, David Crettaz, Jean-Daniel Tissot, Inkyu Moon

Blood Transfus· May 2017

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Three-dimensional image authentication scheme using sparse phase information in double random phase encoded integral imaging.
Faliu Yi, Yousun Jeoung, Inkyu Moon

Appl Opt· May 2017

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Human red blood cell recognition enhancement with three-dimensional morphological features obtained by digital holographic imaging.
Keyvan Jaferzadeh, Inkyu Moon

J Biomed Opt· December 2016

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Lossless and lossy compression of quantitative phase images of red blood cells obtained by digital holographic imaging.
Keyvan Jaferzadeh, Samaneh Gholami, Inkyu Moon

Appl Opt· December 2016

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Cell morphology-based classification of red blood cells using holographic imaging informatics.
Faliu Yi, Inkyu Moon, Bahram Javidi

Biomed Opt Express· June 2016

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Efficient asymmetric image authentication schemes based on photon counting-double random phase encoding and RSA algorithms.
Inkyu Moon, Faliu Yi, Mingu Han, Jieun Lee

Appl Opt· June 2016

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