Soopil Kim

daegu gyeongbuk institute of science & technology (dgist)

12H指数

32论文数

406被引数

收录论文 10

发表时间

MC-NuSeg: Multi-Contour Aware Nuclei Instance Segmentation with Segment Anything Model

INFORMATION PROCESSING IN MEDICAL IMAGING, IPMI 2025, PT I

IF0

2026-01-01

PREAI

Namgung, Hyun; Nam, Siwoo; Kim, Soopil; Park, Sang Hyun

Revisiting Masked Image Modeling with Standardized Color Space for Domain Generalized Fundus Photography Classification 基于标准化颜色空间的域泛化眼底照片分类中重新审视掩码图像建模

MEDICAL IMAGE COMPUTING AND COMPUTER ASSISTED INTERVENTION - MICCAI 2025, PT VII

IF0

2026-01-01

PREAI

Jang, Eojin; Kang, Myeongkyun; Kim, Soopil; Sagong, Min; Park, Sang Hyun

MOSInversion: Knowledge distillation-based incremental learning in organ segmentation using DeepInversion MOSInversion：基于知识蒸馏的器官分割增量学习，使用DeepInversion

Computers in Biology and Medicine

IF6.3

2025-11-10

PREAI

Jihyeon Kim; Gyeongmin Lee; Seung Yeon Shin; Soopil Kim; Sang Hyun Park

Subject-adaptive meta-learning for personalized BCI: A fusion of resting-state EEG signal and task-specific information 个性化BCI的主体自适应元学习: 静息态脑电信号与特定任务信息的融合

Information Fusion

IF15.5

2025-07-17

PREAI

Sion An; Myeongkyun Kang; Soopil Kim; Philip Chikontwe; Li Shen; Sang Hyun Park

Efficient one-shot federated learning on medical data using knowledge distillation with image synthesis and client model adaptation 使用知识蒸馏、图像合成和客户端模型适应的高效单次联邦学习在医疗数据上的应用

Medical Image Analysis

IF11.8

2025-07-14

PREAI

Myeongkyun Kang; Philip Chikontwe; Soopil Kim; Kyong Hwan Jin; Ehsan Adeli; Kilian M. Pohl; Sang Hyun Park

Few-shot anomaly detection using positive unlabeled learning with cycle consistency and co-occurrence features 使用具有循环一致性和共现特征的正未标记学习进行少量异常检测

EXPERT SYSTEMS WITH APPLICATIONS

IF7.5

2024-12-01

PREAI

An, Sion; Kim, Jaehong; Kim, Soopil; Chikontwe, Philip; Jung, Jiwook; Jeon, Hyejeong; Park, Sang Hyun

Dual Attention Relation Network With Fine-Tuning for Few-Shot EEG Motor Imagery Classification 具有微调功能的双注意关系网络，用于少拍EEG运动图像分类

IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS

IF8.9

2024-11-01

PREAI

An, Sion; Kim, Soopil; Chikontwe, Philip; Park, Sang Hyun

Federated learning with knowledge distillation for multi-organ segmentation with partially labeled datasets 具有部分标记数据集的多器官分割的知识蒸馏联合学习

MEDICAL IMAGE ANALYSIS

IF11.8

2024-07-01

PREAI

Kim, Soopil; Park, Heejung; Kang, Myeongkyun; Jin, Kyong Hwan; Adeli, Ehsan; Pohl, Kilian M.; Park, Sang Hyun

FedNN: Federated learning on concept drift data using weight and adaptive group normalizations FedNN: 使用权重和自适应组归一化对概念漂移数据进行联合学习

PATTERN RECOGNITION

IF7.6

2024-05-01

PREAI

Kang, Myeongkyun; Kim, Soopil; Jin, Kyong Hwan; Adeli, Ehsan; Pohl, Kilian M.; Park, Sang Hyun

Uncertainty-aware semi-supervised few shot segmentation

PATTERN RECOGNITION

IF7.6

2023-05-01

OAAI

Kim, Soopil; Chikontwe, Philip; An, Sion; Park, Sang Hyun

研究方向