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Sam-Jin Choi

Kyung Hee University · Medicine

About the Lab

Professor Sam-Jin Choi's research lab specializes in the development of advanced plasmonic nanomaterials and paper-based biosensors for point-of-care diagnostics. The lab focuses on designing highly sensitive, reproducible, and low-cost surface-enhanced Raman scattering (SERS) platforms using nanostructured substrates such as ZnO nanorods, cellulose paper, and flexible graphite, often functionalized with gold or silver nanoparticles. Key research directions include the integration of SERS with machine learning and multivariate statistical analysis for early detection of diseases—such as asymptomatic breast cancer and prenatal disorders—directly from biological fluids like tears and amniotic fluid. The lab also explores novel fabrication techniques like the successive ionic layer absorption and reaction (SILAR) method to enable scalable, power-free, and uniform nanostructure synthesis.

SERS biosensingplasmonic nanomaterialspaper-based sensorspoint-of-care diagnosticsbimetallic nanoparticles

Research Overview

Papers
208
Total Citations
4,158
Papers (5y)
20
Primary Field
Medicine

Research Output Trend

Figures are computed from collected data and may differ slightly.

Publications per year (5y)
20total
2021
2022
2023
2024
2025
Citations per year (5y)
255total
20212022202320242025

Selected Papers

15
1
Article|234 citations·2006
A novel wearable sensor device with conductive fabric and PVDF film for monitoring cardiorespiratory signals
Samjin Choi, Zhongwei Jiang
SJR Q1Sensors and Actuators A Physical
Biomedical EngineeringEngineering
2
Article|219 citations·2006
Comparison of envelope extraction algorithms for cardiac sound signal segmentation
Samjin Choi, Zhiwei Jiang
SJR Q1Expert Systems with Applications
Pulmonary and Respiratory MedicineMedicine
3
Article|142 citations·2020
Label-Free Surface-Enhanced Raman Spectroscopy Biosensor for On-Site Breast Cancer Detection Using Human Tears
Soogeun Kim, Tae Gi Kim, Soo Hyun Lee, Wansun Kim, Ayoung Bang, Sang Woong Moon, Jeong Yun Song, Jae‐Ho Shin, Jae Su Yu, Samjin Choi
SJR Q1ACS Applied Materials & Interfaces

Surface-enhanced Raman scattering (SERS) is an ultrasensitive molecular screening technique with greatly enhanced Raman scattering signals from trace amounts of analytes near plasmonic nanostructures. However, research on the development of a sensor that balances signal enhancement, reproducibility, and uniformity has not yet been proposed for practical applications. In this study, we demonstrate the potential of the practical application for detecting or predicting asymptomatic breast cancer fr

Electronic, Optical and Magnetic MaterialsMaterials Science
4
Article|131 citations·2009
Cardiac sound murmurs classification with autoregressive spectral analysis and multi-support vector machine technique
Samjin Choi, Zhongwei Jiang
SJR Q1Computers in Biology and Medicine
Pulmonary and Respiratory MedicineMedicine
5
Article|129 citations·2018
Paper-Based Surface-Enhanced Raman Spectroscopy for Diagnosing Prenatal Diseases in Women
Wansun Kim, Soo Hyun Lee, Jin Hwi Kim, Yong Jin Ahn, Yeon-Hee Kim, Jae Su Yu, Samjin Choi
SJR Q1ACS Nano

We report the development of a surface-enhanced Raman spectroscopy sensor chip by decorating gold nanoparticles (AuNPs) on ZnO nanorod (ZnO NR) arrays vertically grown on cellulose paper (C). We show that these chips can enhance the Raman signal by 1.25 × 10<sup>7</sup> with an excellent reproducibility of <6%. We show that we can measure trace amounts of human amniotic fluids of patients with subclinical intra-amniotic infection (IAI) and preterm delivery (PTD) using the chip in combination wit

Biomedical EngineeringEngineering
6
Article|88 citations·2015
Facile Fabrication of a Silver Nanoparticle Immersed, Surface-Enhanced Raman Scattering Imposed Paper Platform through Successive Ionic Layer Absorption and Reaction for On-Site Bioassays
Wansun Kim, Yeon-Hee Kim, Hun‐Kuk Park, Samjin Choi
SJR Q1ACS Applied Materials & Interfaces

We introduce a novel, facile, rapid, low-cost, highly reproducible, and power-free synthesizable fabrication method of paper-based silver nanoparticle (AgNP) immersed surface-enhanced Raman scattering (SERS) platform, known as the successive ionic layer absorption and reaction (SILAR) method. The rough and porous properties of the paper led to direct synthesis of AgNPs on the surface as well as in the paper due to capillary effects, resulting in improved plasmon coupling with interparticles and

Biomedical EngineeringEngineering
7
Article|74 citations·2007
Detection of valvular heart disorders using wavelet packet decomposition and support vector machine
Samjin Choi
SJR Q1Expert Systems with Applications
Pulmonary and Respiratory MedicineMedicine
8
Article|74 citations·2015
A low-cost, monometallic, surface-enhanced Raman scattering-functionalized paper platform for spot-on bioassays
Wansun Kim, Jae‐Ho Shin, Hun‐Kuk Park, Samjin Choi
SJR Q1Sensors and Actuators B Chemical
Biomedical EngineeringEngineering
9
Article|70 citations·2015
Paper-based 3D microfluidic device for multiple bioassays
Samjin Choi, Su Kang Kim, Gi‐Ja Lee, Hun‐Kuk Park
SJR Q1Sensors and Actuators B Chemical
Biomedical EngineeringEngineering
10
Article|62 citations·2002
Synthesis and Electrochemical Properties of LiCo[sub 2]O[sub 4] Spinel Cathodes
Samjin Choi, Arumugam Manthiram
SJR Q1Journal of The Electrochemical Society

The formation of spinel oxide has been investigated by chemically extracting lithium with the oxidizing agent from three samples of that were synthesized at 400, 600, and 800°C to obtain followed by heat-treatment at 200°C. The samples have been characterized by X-ray diffraction, atomic absorption spectroscopy, and a redox titration to determine the oxygen content. While the sample obtained from the crystallizes in the normal cubic spinel structure with a cation distribution of that obtained fr

Electrical and Electronic EngineeringEngineering
11
Article|62 citations·2017
Highly Reproducible Au-Decorated ZnO Nanorod Array on a Graphite Sensor for Classification of Human Aqueous Humors
Wansun Kim, Soo Hyun Lee, Sang Hun Kim, Jae‐Chul Lee, Sang Woong Moon, Jae Su Yu, Samjin Choi
SJR Q1ACS Applied Materials & Interfaces

Gold-decorated, vertically grown ZnO nanorods (NRs) on a flexible graphite sheet (Au/ZnONRs/G) were developed for surface-enhanced Raman scattering (SERS)-based biosensing to identify trace amounts of human aqueous humors. This Au/ZnONRs/G SERS-functionalized sensor was fabricated via two steps: hydrothermal synthesis-induced growth of ZnO NRs on graphite sheets for nanostructure fabrication, followed by e-beam evaporator-induced gold metallization on ZnONRs/G for SERS functionalization. The thi

Electronic, Optical and Magnetic MaterialsMaterials Science
12
Article|59 citations·2017
Low-Cost Label-Free Biosensing Bimetallic Cellulose Strip with SILAR-Synthesized Silver Core–Gold Shell Nanoparticle Structures
Wansun Kim, Jae‐Chul Lee, Gi‐Ja Lee, Hun‐Kuk Park, Anbok Lee, Samjin Choi
SJR Q1Analytical Chemistry

We introduce a label-free biosensing cellulose strip sensor with surface-enhanced Raman spectroscopy (SERS)-encoded bimetallic core@shell nanoparticles. Bimetallic nanoparticles consisting of a synthesis of core Ag nanoparticles (AgNP) and a synthesis of shell gold nanoparticles (AuNPs) were fabricated on a cellulose substrate by two-stage successive ionic layer absorption and reaction (SILAR) techniques. The bimetallic nanoparticle-enhanced localized surface plasmon resonance (LSPR) effects wer

Electronic, Optical and Magnetic MaterialsMaterials Science
13
Article|59 citations·2016
Instrument-Free Synthesizable Fabrication of Label-Free Optical Biosensing Paper Strips for the Early Detection of Infectious Keratoconjunctivitides
Wansun Kim, Jae‐Chul Lee, Jae‐Ho Shin, Kyung‐Hyun Jin, Hun‐Kuk Park, Samjin Choi
SJR Q1Analytical Chemistry

We introduce a surface-enhanced Raman scattering (SERS)-functionalized, gold nanoparticle (GNP)-deposited paper strip capable of label-free biofluid sensing for the early detection of infectious eye diseases. The GNP biosensing paper strip was fabricated by the direct synthesis and deposition of GNPs on wax-divided hydrophilic areas of a permeable porous substrate through a facile, power-free synthesizable, and highly reproducible successive ionic layer absorption and reaction (SILAR) technique.

Electronic, Optical and Magnetic MaterialsMaterials Science
14
Article|55 citations·2010
Development of ECG beat segmentation method by combining lowpass filter and irregular R–R interval checkup strategy
Samjin Choi, Mourad Adnane, Gi‐Ja Lee, Hoyoung Jang, Zhongwei Jiang, Hun‐Kuk Park
SJR Q1Expert Systems with Applications
Cardiology and Cardiovascular MedicineMedicine
15
Article|55 citations·2014
Label-Free Biochemical Analytic Method for the Early Detection of Adenoviral Conjunctivitis Using Human Tear Biofluids
Samjin Choi, Sung Woon Moon, Jae‐Ho Shin, Hun‐Kuk Park, Kyung‐Hyun Jin
SJR Q1Analytical Chemistry

Cell culture and polymerase chain reaction are currently regarded as the gold standard for adenoviral conjunctivitis diagnosis. They maximize sensitivity and specificity but require several days to 3 weeks to get the results. The aim of this study is to determine the potential of Raman spectroscopy as a stand-alone analytical tool for clinical diagnosis of adenoviral conjunctivitis using human tear fluids. A drop-coating deposition surface enhanced Raman scattering (DCD-SERS) method was identifi

Public Health, Environmental and Occupational HealthMedicine

Research Areas

Biomedical EngineeringOrthodonticsPulmonary and Respiratory MedicineElectrical and Electronic EngineeringElectronic, Optical and Magnetic MaterialsBiophysics

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