논문 및 연구활동 |
- 연구활동(주요논문)
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[논문]
이동빈, 이은진, 김소연, 백지현, 박웅양,
Transdiagnostic clustering and network analysis for questionnaire-based symptom profiling and drug recommendation in the UK Biobank and a Korean cohort
, Scientific Reports
, Vol.14
, pp.1
-11
(Feb, 2024)
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[논문]
김소연,
GNN-surv: Discrete-Time Survival Prediction Using Graph Neural Networks
, BIOENGINEERING
, Vol.10
, No.9
, pp.1
-13
(Sep, 2023)
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[논문]
장승민, 김소연, 문정현, 손경아,
CEAT: Curvature feature Extractor using Action based Triplet learning for Action Segmentation
, IEEE Access
, pp.1
-10
(Jul, 2023)
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[논문]
왕세희, 김소연, 손경아,
ClearF++: Improved Supervised Feature Scoring Using Feature Clustering in Class-Wise Embedding and Reconstruction
, BIOENGINEERING
, Vol.10
, No.7
, pp.1
-13
(Jul, 2023)
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[논문]
김소연,
Personalized Explanations for Early Diagnosis of Alzheimer’s Disease Using Explainable Graph Neural Networks with Population Graphs
, BIOENGINEERING
, Vol.10
, No.6
, pp.1
-14
(Jun, 2023)
- 국제학술논문지
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[논문]
이동빈, 이은진, 김소연, 백지현, 박웅양,
Transdiagnostic clustering and network analysis for questionnaire-based symptom profiling and drug recommendation in the UK Biobank and a Korean cohort
, Scientific Reports
, Vol.14
, pp.1
-11
(Feb, 2024)
-
[논문]
김소연,
GNN-surv: Discrete-Time Survival Prediction Using Graph Neural Networks
, BIOENGINEERING
, Vol.10
, No.9
, pp.1
-13
(Sep, 2023)
-
[논문]
장승민, 김소연, 문정현, 손경아,
CEAT: Curvature feature Extractor using Action based Triplet learning for Action Segmentation
, IEEE Access
, pp.1
-10
(Jul, 2023)
-
[논문]
왕세희, 김소연, 손경아,
ClearF++: Improved Supervised Feature Scoring Using Feature Clustering in Class-Wise Embedding and Reconstruction
, BIOENGINEERING
, Vol.10
, No.7
, pp.1
-13
(Jul, 2023)
-
[논문]
김소연,
Personalized Explanations for Early Diagnosis of Alzheimer’s Disease Using Explainable Graph Neural Networks with Population Graphs
, BIOENGINEERING
, Vol.10
, No.6
, pp.1
-14
(Jun, 2023)
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[논문]
김장욱, 김소연, 손경아,
Dataset Bias Prediction for Few-Shot Image Classification
, Electronics
, Vol.12
, No.11
, pp.1
-14
(May, 2023)
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[논문]
김항래, 김소연, 김범수, 김재호, 김준표, 김희진, 나덕렬, 노광식, 장혜민, 정상혁, 서상원, 원홍희,
Identifying genetic variants for amyloid β in subcortical vascular cognitive impairment
, FRONTIERS IN AGING NEUROSCIENCE
, Vol.15
, pp.1
-10
(Apr, 2023)
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[논문]
김소연, Eun Kyung Choe, Manu Shivakumar, 손경아, Dokyoon Kim,
Multi-layered network-based pathway activity inference using directed random walks: application to predicting clinical outcomes in urologic cancer
, BIOINFORMATICS
, pp.1
-8
(Feb, 2021)
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