Design of Deep learning Architecture and Its application
AI-Medical Image Diagnosis
Design of AI-controlled Robot Hand
AI-Digital Health Care Platform
Journal Articles
(2023)
Dynamic Focusing (DF) Cone-Based Omnidirectional Fingertip Pressure Sensor with High Sensitivity in a Wide Pressure Range.
SENSORS.
23,
20
(2023)
Aggregated micropatch-based deep learning neural network for ultrasonic diagnosis of cirrhosis.
ARTIFICIAL INTELLIGENCE IN MEDICINE.
139,
(2021)
Omnidirectional fingertip pressure sensor using hall effect.
SENSORS.
21,
21
(2021)
Cascaded Deep Learning Neural Network for Automated Liver Steatosis Diagnosis Using Ultrasound Images.
SENSORS.
21,
16
(2020)
Fully Automated Lab-On-A-Disc Platform for Loop-Mediated Isothermal Amplification Using Micro-Carbon-Activated Cell Lysis.
SENSORS.
20,
17
(2019)
Optical Temperature Control Unit and Convolutional Neural Network for Colorimetric Detection of Loop-Mediated Isothermal Amplification on a Lab-On-A-Disc Platform.
SENSORS.
19,
14
(2019)
Non-Contact Temperature Control System Applicable to Polymerase Chain Reaction on a Lab-on-a-Disc.
SENSORS.
19,
11
(2018)
Energy-efficient Custom Topology-based Dynamic Voltage-frequency Island-enabled Network-on-chip Design.
JOURNAL OF SEMICONDUCTOR TECHNOLOGY AND SCIENCE.
18,
3
(2018)
Loop-Mediated Isothermal Amplification Using a Lab-on-a-Disc Device with Thin-film Phase Change Material.
APPLIED BIOCHEMISTRY AND BIOTECHNOLOGY.
186,
1
(2018)
Lab-on-a-Disc Platform for Automated Chemical Cell Lysis.
SENSORS.
18,
3
(2017)
Chemical Cell Lysis System Applicable to Lab-on-a-Disc.
APPLIED BIOCHEMISTRY AND BIOTECHNOLOGY.
183,
1
(2016)
Energy-efficient Custom Topology Generation for Link-failure-aware Network-on-chip in Voltage-frequency Island Regime.
JOURNAL OF SEMICONDUCTOR TECHNOLOGY AND SCIENCE.
16,
6
(2016)
A quantum evolutionary approach to multimodal optimization.
JOURNAL OF COMPUTATIONAL AND THEORETICAL NANOSCIENCE.
13,
1
(2015)
Automated Centrifugal-Microfluidic Platform for DNA Purification Using Laser Burst Valve and Coriolis Effect.
APPLIED BIOCHEMISTRY AND BIOTECHNOLOGY.
175,
8
(2014)
Image restoration by blind-Wiener filter.
IET IMAGE PROCESSING.
8,
12
(2014)
System-Level Design Framework for Insertion-Loss-Minimized Optical Network-on-Chip Router Architectures.
JOURNAL OF LIGHTWAVE TECHNOLOGY.
32,
18
(2014)
A novel algorithm based on the coefficient of determination of linear regression fitting to automatically find the optimum angle for miniaturized surface plasmon resonance measurement.
SENSORS AND ACTUATORS B-CHEMICAL.
199,
(2014)
metering method using interplay of centrifugal force and capillary force on.
SENSOR LETTERS.
12,
6-7
(2014)
A miniaturized fluorescence system via total internal reflection for Salmonella detection by isothermal amplification.
SENSOR LETTERS.
12,
(2013)
LDL Cholesterol Testing Device using Serial Reflected Face-to-Face Mirror System.
JOURNAL OF THE OPTICAL SOCIETY OF KOREA.
17,
4
Patent/Intellectual Property
천장형 인공지능 건강 모니터링 장치 및 이를 이용한 원격 의료 진단 방법.
10-2020-0055019.
20201230.
KOREA, REPUBLIC OF
초음파 진단 및 DNA 검사 일체형 AI 자가 건강 관리 장치 및 이를 이용한 원격 의료 진단 방법.
10-2020-0005796.
20201124.
KOREA, REPUBLIC OF
시각화된 특징벡터와 결합된 인공 지능 신경망 장치 및 이의 데이터 분류 방법.
10-2020-0006352.
20200811.
KOREA, REPUBLIC OF
시맨틱 분할을 이용한 인공지능형 초음파 의료 진단 장치 및 이를 이용한 원격 의료 진단 방법.
10-2020-0006272.
20200810.
KOREA, REPUBLIC OF
증강현실 안경을 활용한 인공지능형 초음파 자가 진단을 위한 초음파 스캐너 자세 교정 장치 및 이를 이용한 원격 의료 진단 방법.
10-2020-0005799.
20200810.
KOREA, REPUBLIC OF
검정색 열가소성 수지 밸브 및 비접촉 온도 센서를 이용한 랩온어 디스크 장치.
10-2017-0176306.
20190819.
KOREA, REPUBLIC OF
Thin film valve apparaus using a fluid hole closing membrane.
14/732,664.
20190604.
UNITED STATES
Nucleic acid amplification disk apparatus using temperature sensitive polymer synthesis and the analysis method using the same.
14/758,444.
20190423.
UNITED STATES
REMOTE MEDICAL-DIAGNOSIS SYSTEM AND METHOD.
08741505.5.
20181212.
EU
BlO DRIVE APPARATUS, AND ASSAY METHOD USING THE SAME.
06757743.7.
20171227.
EU
온도 민감 폴리머 합성체를 이용한 핵산 증폭 디스크 장치 및 이를 이용한 분석 방법.
201380068638.2 .
20171030.
CHINA
유공 폐쇄막을 이용한 박막 밸브 장치.
201380068405.2 .
20171027.
CHINA
DNA 추출 디스크 장치 및 이를 이용한 DNA 추출 방법.
10-2015-0018078.
20170504.
KOREA, REPUBLIC OF
THIN FILM LAYERED CENTRIFUGE DEVICE AND ANALYSIS METHOD USING THE SAME.
1020107017651.
20160329.
KOREA, REPUBLIC OF
Bio drive apparatus, and assay method using the same.
11988069 .
20160308.
UNITED STATES
BIO-DISC READING APPARATUS AND ASSAY METHOD USING SAME.
1020107017720.
20151222.
KOREA, REPUBLIC OF
바이오디스크판독장치 및 이를 이용한 분석방법.
10-2010-7017720.
20151222.
KOREA, REPUBLIC OF
바이오마우스및바이오키보드를포함하는원격의료진단장치및이를이용하는방법.
10-2010-7016019.
20151125.
KOREA, REPUBLIC OF
박막 바이오 밸브장치 및 박막 바이오 밸브 제어장치.
10-2010-7011225.
20150918.
KOREA, REPUBLIC OF
THIN-FILM LAYERED CENTRIFUGE DEVICE AND ANALYSIS METHOD USING THE SAME.
201310412736.5.
20150617.
CHINA
Conference Paper
(2020)
잡음을 추가하여 만든 학습데이터를 적용한 영상분할.
제 32회 영상처리 및 이해에 관한 워크샵.
KOREA, REPUBLIC OF
(2020)
Class Activation Maps과 CNN을 이용한 지방간 분류 및 시각화.
2020년도 한국통신학회 동계종합학술발표회.
KOREA, REPUBLIC OF
(2020)
의료 이미지 분류를 위한 서포트 벡터 머신 기반의 Histogram of Oriented Gradients 특징 벡터 연구.
2020년 한국컴퓨터정보학회 동계학술대회.
KOREA, REPUBLIC OF
(2020)
초음파 영상의 통계적 특징 벡터를 활용한 폐암 분류.
2020년 한국컴퓨터정보학회 동계학술대회.
KOREA, REPUBLIC OF
(2020)
Deeplab V3+를 활용한 kidney 탐색.
: 2020년 61차 한국컴퓨터정보학회 동계학술대회.
KOREA, REPUBLIC OF
(2020)
초음파 영상에서의 특징점 추출 방법.
2020년 61차 한국컴퓨터정보학회 동계학술대회.
KOREA, REPUBLIC OF
(2019)
서포트 벡터 머신을 이용한 노이즈 환경하에서의 숫자 수화 인식.
2019 추계 학술 대회.
KOREA, REPUBLIC OF
(2019)
자동화된 슷자 수화인식을 위한 잡음 제거 알고리즘.
한국 정보통신학회 종합학술 대회 논문.
KOREA, REPUBLIC OF
(2019)
Gray Level Co-occurrence Matrix Feature Extraction Approaches for Fatty Liver Grade Separation using Ultrasound Images.
2019 3 rd International Conference on Artificial Intelligence and Virtual Reality (AIVR2019).
SINGAPORE
(2019)
Edge detection 기반의 SIFT 알고리즘을 이용한 kidney 특징점 검출 방법.
2019년도 한국컴퓨터정보학회하계학술대회.
KOREA, REPUBLIC OF
(2019)
숫자 수화인식을 위한 서포트벡터머신기반의 HOG 특징 벡터 연구.
2019년도 한국컴퓨터정보학회 하계학술대회.
KOREA, REPUBLIC OF
(2019)
Enhanced-Gray Level Co-occurrence Matrix Feature Extraction Approaches for Fatty Liver Classification using Ultrasound Images.
The 34 th International Technical Conference on Circuits/Systems, computers and Communications(ITC-CSCC2019).
KOREA, REPUBLIC OF
(2019)
서포트 벡터 머신 기반의 Histogram of Oriented Gradient 특징벡터를 이용한 자동서명인식.
2019 한국정보보호학회 하계학술대회.
KOREA, REPUBLIC OF
(2019)
초음파 영상의 통계적 특징 벡터를 활용한 지방간 분석 알고리즘.
2019년 춘계학술발표대회 논문집.
KOREA, REPUBLIC OF
(2019)
Novel Feature extraction Approaches for fatty liver using ultrasound images.
The Seventh International Conference on Green And Human Information Technology(ICGHIT2019).
MALAYSIA
(2018)
Grid Topology Neuron Clustering for Time Domain Electrocardiogram Waveform Evaluation of Race Driving Maneuvers.
IEEE TENCON 2018.
KOREA, REPUBLIC OF
(2018)
A Baseline Alignment Evaluation Algorithm in Conjunction with Detrended Fluctuation Analysis.
2018 40th International Conference of the IEEE Engineering in Medicine and Biology Society.
UNITED STATES
(2018)
Heart Beat Waveform Variation Evaluation from Recurrence Quantification Threshold Plot.
2018 40th International Conference of the IEEE Engineering in Medicine and Biology Society.
UNITED STATES
(2018)
Body Motion Noise Reduction from Wavelet Filter Scaling Level Decision with Savitzky-Golay Smoothing Filter Application.
2018 International Conference on Electronics, Information, and Communication.
UNITED STATES
