Medical Imaging & Computer Vision Lab (MICV)

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Yonsei University · Computer Science

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This lab is recruiting graduate students

인턴 및 2027학년도 1학기 입학 지원자를 모집한다(2026학년도 2학기 모집 종료).

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Professor

Prof. 황성재

Professor's page · publications

About

황성재 교수 연구실(MICV, Medical Imaging & Computer Vision Lab)은 연세대 인공지능학과 소속으로, 컴퓨터 비전과 의료영상 분석(알츠하이머 등)을 연구한다. 황성재 교수는 UAI 2022 최우수 논문상과 2023년 우수 강의 교수상을 수상했으며 MICCAI·CVPR 등에 논문을 발표한다.

Research keywords

컴퓨터 비전머신러닝의료영상분석알츠하이머

Selected publications

Multimodal deep learning with anatomically constrained attention for screening MRI-detectable TMJ abnormalities from panoramic imagesnpj Digital Medicine · 2026
Deep Learning-Based Pre-contrast CT Parcellation for MRI-Free Brain Amyloid PET QuantificationClinical Nuclear Medicine · 2025
Your Large Vision-Language Model Only Needs A Few Attention Heads for Visual GroundingCVPR 2025 (Highlight) · 2025
EAGLE: Eigen Aggregation Learning for Object-Centric Unsupervised Semantic SegmentationCVPR 2024 (Highlight) · 2024
MISPEL: A supervised deep learning method for harmonizing multi-scanner neuroimaging dataMedical Image Analysis · 2023
Evidence-empowered Transfer Learning for Alzheimer's DiseaseIEEE ISBI 2023 · 2023

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