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KR filing멀티모달 의료영상 기반 신경퇴행성 질환 위험도 예측 시스템 및 그 방법
멀티모달 의료영상 기반 신경퇴행성 질환 위험도 예측 시스템 및 그 방법
Application number: 10-2025-0178085
Inventors: 신현정, 우현구, 박성홍, 박범희, 김나래, 이슬기, 홍창형, 손상준, 노현웅
Application record; no granted-patent status is asserted.
KR filing다중 단백질 상호작용 네트워크 통합 기반의 신경퇴행성 질환 위험도 예측 시스템 및 그 방법
다중 단백질 상호작용 네트워크 통합 기반의 신경퇴행성 질환 위험도 예측 시스템 및 그 방법
Application number: 10-2025-0175116
Inventors: 신현정, 우현구, 박성홍
Application record; no granted-patent status is asserted.
KR filing단백질 상호작용 네트워크 및 생물학적 경로 구조를 통합한 신경퇴행성 질환 위험도 예측 시스템 및 그 방법
단백질 상호작용 네트워크 및 생물학적 경로 구조를 통합한 신경퇴행성 질환 위험도 예측 시스템 및 그 방법
Application number: 10-2025-0175115
Inventors: 우현구, 신현정, 박성홍
Application record; no granted-patent status is asserted.
KR filing단백질 간 상호작용 네트워크 및 클러스터링을 이용한 신경퇴행성 질환 위험도 예측 시스템 및 그 방법
단백질 간 상호작용 네트워크 및 클러스터링을 이용한 신경퇴행성 질환 위험도 예측 시스템 및 그 방법
Application number: 10-2025-0175114
Inventors: 우현구, 신현정, 박성홍, 홍창형, 손상준, 노현웅
Application record; no granted-patent status is asserted.
PCT filingAPPARATUS AND METHOD OF DIAGNOSING GENETIC RISK OF ALZHEIMER’S DISEASE BASED ON SNP INTERACTION DATA
APPARATUS AND METHOD OF DIAGNOSING GENETIC RISK OF ALZHEIMER’S DISEASE BASED ON SNP INTERACTION DATA
Application number: PCT/KR2025/014322
Inventors: Hyunjung Shin, Hyun Goo Woo, Sunghong Park
Application record; no granted-patent status is asserted.
PCT filingDIAGNOSIS APPARATUS AND METHOD OF MILD COGNITIVE IMPAIRMENT SUBTYPE
DIAGNOSIS APPARATUS AND METHOD OF MILD COGNITIVE IMPAIRMENT SUBTYPE
Application number: PCT/KR2025/014318
Inventors: Hyunjung Shin, Hyun Goo Woo, Sunghong Park
Application record; no granted-patent status is asserted.
KR filing인공지능을 이용한 혈장 단백질 프로파일링 기반의 신경퇴행성 질환 위험도 예측 시스템 및 그 방법
인공지능을 이용한 혈장 단백질 프로파일링 기반의 신경퇴행성 질환 위험도 예측 시스템 및 그 방법
Application number: 10-2025-0111026
Inventors: 우현구, 신현정, 박성홍
Application record; no granted-patent status is asserted.
PCT filingAPPARATUS AND METHOD OF DIAGNOSING DEMENTIA SUBTYPES
APPARATUS AND METHOD OF DIAGNOSING DEMENTIA SUBTYPES
Application number: PCT/KR2025/095161
Inventors: Hyunjung Shin, Sunghong Park, Hyun Goo Woo
Application record; no granted-patent status is asserted.
KR filingSNP 상호작용 데이터 기반 알츠하이머병 유전적 위험 진단 장치 및 방법
SNP 상호작용 데이터 기반 알츠하이머병 유전적 위험 진단 장치 및 방법
Application number: 10-2025-0024936
Inventors: 신현정, 우현구, 박성홍
Application record; no granted-patent status is asserted.
KR filing경도 인지 장애 하위유형 진단 장치 및 방법
경도 인지 장애 하위유형 진단 장치 및 방법
Application number: 10-2025-0006453
Inventors: 신현정, 박성홍, 우현구
Application record; no granted-patent status is asserted.
KR filing치매 하위유형 진단 장치 및 방법
치매 하위유형 진단 장치 및 방법
Application number: 10-2024-0166395
Inventors: 신현정, 박성홍, 우현구
Application record; no granted-patent status is asserted.
US filingPROSPECTIVE CLASSIFICATION DEVICE FOR PREDICTING DEMENTIA AND OPERATION METHOD OF THE SAME
PROSPECTIVE CLASSIFICATION DEVICE FOR PREDICTING DEMENTIA AND OPERATION METHOD OF THE SAME
Application number: 18/401,742
Inventors: Hyunjung Shin, Chang Hyung Hong, Sang Joon Son, Hyun Woong Roh, Sunghong Park
Publication: US 2024/0221955 A1 · 2024-07-04
Application record; no granted-patent status is asserted.
View published applicationUS filingLEARNING METHOD AND DEVICE FOR ALZHEIMER PREDICTION MODEL BASED ON DOMAIN ADAPTATION
LEARNING METHOD AND DEVICE FOR ALZHEIMER PREDICTION MODEL BASED ON DOMAIN ADAPTATION
Application number: 18/401,741
Inventors: Hyunjung Shin, Chang Hyung Hong, Sang Joon Son, Hyun Woong Roh, Sunghong Park
Publication: US 2024/0221946 A1 · 2024-07-04
Application record; no granted-patent status is asserted.
View published applicationUS filingDomain adaptation method for longitudinal data and device using thereof
Domain adaptation method for longitudinal data and device using thereof
Application number: 18/398,170
Inventors: Hyunjung Shin, Chang Hyung Hong, Sang Joon Son, Hyun Woong Roh, Sunghong Park
Publication: US 2024/0220575 A1 · 2024-07-04
Application record; no granted-patent status is asserted.
View published applicationKR filing치매 예측을 위한 전향적 분류 장치 및 이의 동작 방법
치매 예측을 위한 전향적 분류 장치 및 이의 동작 방법
Application number: 10-2023-0196108
Inventors: 신현정, 박성홍, 손상준, 홍창형, 노현웅
Publication: 10-2024-0108289 · 2024-07-09
Application record; no granted-patent status is asserted.
KR filing도메인 적응 기반 알츠하이머 예측 모델 학습 방법 및 장치
도메인 적응 기반 알츠하이머 예측 모델 학습 방법 및 장치
Application number: 10-2023-0196220
Inventors: 신현정, 박성홍, 손상준, 홍창형, 노현웅
Publication: 10-2024-0108291 · 2024-07-09
Application record; no granted-patent status is asserted.
KR filing종단적 데이터에 대한 도메인 적응 방법 및 이를 이용한 장치
종단적 데이터에 대한 도메인 적응 방법 및 이를 이용한 장치
Application number: 10-2023-0192832
Inventors: 신현정, 박성홍, 손상준, 홍창형, 노현웅
Publication: 10-2024-0108271 · 2024-07-09
Application record; no granted-patent status is asserted.
Talk
2024NetPRS: SNP interaction aware network-based polygenic risk score for Alzheimer’s disease
NetPRS: SNP interaction aware network-based polygenic risk score for Alzheimer’s disease
Authors: Sunghong Park†, Dong-gi Lee†, Juhyeon Kim†, Hyunjung Shin*, Hyun Goo Woo* et al.
Conference: IEEE EMBS BHI 2024 Conference
Talk
2022Domain adaptation based multi-graph integration for semi-supervised learning
Domain adaptation based multi-graph integration for semi-supervised learning
Authors: Sunghong Park, Kanghee Park, Hyunjung Shin*
Conference: Korea Computer Congress (KCC 2022) · June 2022 · Jeju, Korea
Talk
2022Predicting Alzheimer’s disease progression using multi-site domain adaptation
Predicting Alzheimer’s disease progression using multi-site domain adaptation
Authors: Sunghong Park, Sang Joon Son, Yonghyun Nam, Hyunjung Shin*
Conference: Korea Computer Congress (KCC 2022) · June 2022 · Jeju, Korea
Talk
2022Prospective Classification for Predicting Alzheimer’s Disease Progression
Prospective Classification for Predicting Alzheimer’s Disease Progression
Authors: Sunghong Park, Dong-gi Lee, Chang Hyung Hong, Hyunjung Shin*
Conference: Korea Computer Congress (KCC 2022) · June 2022 · Jeju, Korea
Talk
2022Semi-supervised learning using domain adaptation-based multi-graph integration
Semi-supervised learning using domain adaptation-based multi-graph integration
Authors: Sunghong Park, Kanghee Park, Hyunjung Shin*
Conference: Korean Institute of Industrial Engineers Conference (KIIE 2022 Spring) · June 2022 · Jeju, Korea
Talk
2022Dementia progression prediction using multi-site domain adaptation
Dementia progression prediction using multi-site domain adaptation
Authors: Sunghong Park, Sang Joon Son, Yonghyun Nam, Hyunjung Shin*
Conference: KIIE 2022 Spring · June 2022 · Jeju, Korea
Talk
2022A Prospective Classification Algorithm for Predicting Dementia Progression
A Prospective Classification Algorithm for Predicting Dementia Progression
Authors: Sunghong Park, Dong-gi Lee, Chang Hyung Hong, Hyunjung Shin*
Conference: KIIE 2022 Spring · June 2022 · Jeju, Korea
Talk
2022Learning Neural Networks without Lazy Weights
Learning Neural Networks without Lazy Weights
Authors: Dong-gi Lee, Junhee Cho, Myungjun Kim, Sunghong Park, Hyunjung Shin*
Conference: International Conference on Big Data and Smart Computing (BIGCOMP 2022)
Talk
2022Literature Representation using Character Networks based on Sentiment Analysis
Literature Representation using Character Networks based on Sentiment Analysis
Authors: Myeonggeon Park, Sunghong Park, Hyunjung Shin*
Conference: International Conference on Big Data and Smart Computing (BIGCOMP 2022)
Talk
2021Mutual Label Propagation with Domain Adaptation based Semi-Supervised Learning
Mutual Label Propagation with Domain Adaptation based Semi-Supervised Learning
Authors: Sunghong Park, Myungjun Kim, Hyunjung Shin*
Conference: KIIE 2021 Spring · June 2021 · Jeju, Korea
Talk
2021Network based Sentiment Analysis for Narrative Representation
Network based Sentiment Analysis for Narrative Representation
Authors: Myeonggeon Park, Sunghong Park, Hyunjung Shin*
Conference: KIIE 2021 Spring · June 2021 · Jeju, Korea
Talk
2020Mutual Semi-Supervised Learning
Mutual Semi-Supervised Learning
Authors: Sunghong Park, Myungjun Kim, Hyunjung Shin*
Conference: Korea Software Congress (KSC 2020) · December 2020 · Online
Talk
2020Clustering Novels with Character Sentiment Network
Clustering Novels with Character Sentiment Network
Authors: Myeonggeon Park, Sunghong Park, Sunjoo Bang, Hyunjung Shin*
Conference: Korea Software Congress (KSC 2020) · December 2020 · Online
Talk
2020Extracting Novel Vectors based on Character Network
Extracting Novel Vectors based on Character Network
Authors: Myeonggeon Park, Sunghong Park, Sunjoo Bang, Hyunjung Shin*
Conference: Korea Data Mining Society Conference (KDMS 2020 Fall) · November 2020 · Seoul, Korea
Talk
2019Graph Classification with Gromov-Wasserstein Distance via Heat Kernel
Graph Classification with Gromov-Wasserstein Distance via Heat Kernel
Authors: Jong Ho Jhee, Sunghong Park, Hyunjung Shin*
Conference: Korea Software Congress (KSC 2019) · December 2019 · PyeongChang, Korea
Talk
2019Design of Enterprise Evalulation and Potential Prospect Index using Machine Learning
Design of Enterprise Evalulation and Potential Prospect Index using Machine Learning
Authors: Sunghong Park, Kanghee Park, Hyunjung Shin*
Conference: KIIE 2019 Fall · November 2019 · Seoul, Korea
Talk
2019Machine Learning based Enterprise Evaluation Model using Financial Information
Machine Learning based Enterprise Evaluation Model using Financial Information
Authors: Sunghong Park, Kanghee Park, Hyunjung Shin*
Conference: Korea Software Congress (KSC2018), December 2019, PyeongChang (as listed on the original website)
Source note: Original source lists KSC2018 with a December 2019 date; verify against the proceedings.
Talk
2019Machine Learning based Enterprise Prospect Evaluation
Machine Learning based Enterprise Prospect Evaluation
Authors: Sunghong Park, Kanghee Park, Hyunjung Shin*
Conference: International Joint Conference on AI & Data Science: Mathematics and Applications · Suwon, Korea
Talk
2018Financial Information based Enterprise Evaluation Model with Semi-Supervised Learning
Financial Information based Enterprise Evaluation Model with Semi-Supervised Learning
Authors: Sunghong Park, Kanghee Park, Hyunjung Shin*
Conference: KDMS 2018 Fall · November 2018 · Seoul, Korea
Talk
2018Semi-Supervised Learning based Korean Sentiment Dictionary Construction with SentiWordNet
Semi-Supervised Learning based Korean Sentiment Dictionary Construction with SentiWordNet
Authors: Sunghong Park, Kanghee Park, Hyunjung Shin*
Conference: KDMS 2018 Fall · November 2018 · Seoul, Korea
Talk
2018Causal Disease Chains from Various Biomedical data
Causal Disease Chains from Various Biomedical data
Authors: Dong-gi Lee, Myungjun Kim, Sunghong Park, Hyunjung Shin*
Conference: 17th European Conference on Computational Biology (ECCB 2018)
Talk
2018SentiWordNet based Korean Sentiment Dictionary Construction via Machine Learning
SentiWordNet based Korean Sentiment Dictionary Construction via Machine Learning
Authors: Sunghong Park, Dong-gi Lee, Hyunjung Shin*
Conference: Korea Computer Congress (KCC 2018) · June 2018 · Jeju, Korea
Talk
2018Inference on Chains of Disease Causal Relationship based on k-shortest Path Algorithm
Inference on Chains of Disease Causal Relationship based on k-shortest Path Algorithm
Authors: Dong-gi Lee, Myungjun Kim, Sunghong Park, Hyunjung Shin*
Conference: Korea Computer Congress (KCC 2018) · June 2018 · Jeju, Korea
Talk
2018Sentiment Dictionary Construction and Customer Evaluation Analysis via Machine Learning
Sentiment Dictionary Construction and Customer Evaluation Analysis via Machine Learning
Authors: Sunghong Park, Junhee Cho, Hyunjung Shin*
Conference: Business Intelligence and Data Mining Conference (BIDM 2018 Spring)
Talk
2017Analysis of Word Polarity Expansion and Emotion Inducing Factors in Sentiment Analysis
Analysis of Word Polarity Expansion and Emotion Inducing Factors in Sentiment Analysis
Authors: Sunghong Park, Hyunjung Shin*
Conference: Korea Software Congress (KSC 2017) · December 2017 · Busan, Korea
Talk
2017Mirroring Disease Networks for Drug Repositioning
Mirroring Disease Networks for Drug Repositioning
Authors: Sunghong Park, Dong-gi Lee, Hyunjung Shin*
Conference: Korean Society for Cognitive Science (KSCS 2017) · May 2017 · Seoul, Korea
Talk
2016Machine Learning Algorithm for Drug Repositioning
Machine Learning Algorithm for Drug Repositioning
Authors: Sunghong Park, Dong-gi Lee, Hyunjung Shin*
Conference: Business Intelligence and Data Mining Conference (BIDM 2016 Fall) · November 2016 · Seoul, Korea
Talk
2016Network Mirroring for Drug Repositioning
Network Mirroring for Drug Repositioning
Authors: Sunghong Park, Dong-gi Lee, Hyunjung Shin*
Conference: Translational Bioinformatics Conference (TBC 2016)
Talk
2016Drug Repositioning with Disease Network Reflection
Drug Repositioning with Disease Network Reflection
Authors: Sunghong Park, Dong-gi Lee, Hyunjung Shin*
Conference: BIOINFO 2016
Talk
2016Development plan for successful PyeongChang 2018 Olympic
Development plan for successful PyeongChang 2018 Olympic
Authors: Jiwoo Han, Kangsik Shin, Kilyong Lee, Kyunghye Kim, Minsoo Kim, Sunghong Park, Hyunjung Shin*
Conference: Joint Conference on Management Science and Industrial Engineering · April 2016 · Jeju, Korea
Talk
2016Network Mirroring for Drug Repositioning
Network Mirroring for Drug Repositioning
Authors: Sunghong Park, Dong-gi Lee, Hyunjung Shin*
Conference: Joint Conference on Management Science and Industrial Engineering (MSIE 2016) · April 2016 · Jeju, Korea
Award
2022Best Presentation Paper Award
Best Presentation Paper Award
Recognized work: Predicting Alzheimer’s disease progression using multi-site domain adaptation
Authors: Sunghong Park, Sang Joon Son, Yonghyun Nam, Hyunjung Shin
Award
2020Best Paper Award
Best Paper Award
Recognized work: Mutual Semi-Supervised Learning
Authors: Sunghong Park, Myungjun Kim, Hyunjung Shin
Award
2018Best Paper Award
Best Paper Award
Recognized work: Inference on Chains of Disease Causal Relationship based on k-shortest Path Algorithm
Authors: Dong-gi Lee, Myungjun Kim, Sunghong Park, Hyunjung Shin
Award
2018Best Presentation Paper Award
Best Presentation Paper Award
Recognized work: SentiWordNet based Korean Sentiment Dictionary Construction via Machine Learning
Authors: Sunghong Park, Dong-gi Lee, Hyunjung Shin