Kyung-Ah Sohn

Ajou University

South Korea

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Articles (16)

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2025

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2025

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2024

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2024

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2024

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2024

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2023

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2023

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2023

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2022

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2022

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2022

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2021

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2021

Collaborators (6)

Dokyoon Kim

Assistant Professor

University of Pennsylvania

UNITED STATES

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Yu Ri Woo

Seoul St. Mary’s Hospital, College of Medicine, The Catholic University of Korea

SOUTH KOREA

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So Yeon Kim

Ajou University

SOUTH KOREA

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MD AZHER UDDIN

Heriot-Watt University

UNITED KINGDOM

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Seung Mi Lee

Seoul National University College of Medicine

SOUTH KOREA

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Hong-Hee Won

Professor

Sungkyunkwan University

SOUTH KOREA

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Kyung-Ah Sohn

Research Interests

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Articles (16)

Vision transformer based interpretable metabolic syndrome classification using retinal Images

GeOKG: geometry-aware knowledge graph embedding for Gene Ontology and genes

Decomposing texture and semantic for out-of-distribution detection

Frequency Domain Deep Learning With Non-Invasive Features for Intraoperative Hypotension Prediction

Regularization Using Noise Samples Identified by the Feature Norm for Face Recognition

Text-free diffusion inpainting using reference images for enhanced visual fidelity

ClearF++: Improved Supervised Feature Scoring Using Feature Clustering in Class-Wise Embedding and Reconstruction

Deep Multi-Modal Network Based Automated Depression Severity Estimation

Dataset Bias Prediction for Few-Shot Image Classification

Attention-guided residual frame learning for video anomaly detection

CEAT: Curvature Feature Extractor Using Action Based Triplet Learning for Action Segmentation

A deep learning model for screening type 2 diabetes from retinal photographs

Efficient deep neural network for photo-realistic image super-resolution

An ensemble approach to anomaly detection using high- and low-variance principal components

Epidemiology, Comorbidities, and Prescription Patterns of Korean Prurigo Nodularis Patients: A Multi-Institution Study

HiG2Vec: hierarchical representations of Gene Ontology and genes in the Poincaré ball

Collaborators (6)

Dokyoon Kim

Yu Ri Woo

So Yeon Kim

MD AZHER UDDIN

Seung Mi Lee

Hong-Hee Won

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