[Contest] LLM + rule-based postprocessing pipeline for medical note summarization and ICD-10 coding (MARS Datathon 2025)

[Research] Efficient multimodal transformers for clinical decision support (AAAI-UC Research)

About me

[2025-2 KMU Capstone]

[3-2_정보검색과텍스트마이닝_과제_B3] 네이버 뉴스 섹션별 악플 법적 유형 분포 차이와 자동 분류 모델 연구

[Research] Physics-aware self-supervised pretraining for BUSI ultrasound (speckle/attenuation/PSF), with low-label classification & segmentation pipeline

[Research] Lightweight, boundary-aware, noise-robust polyp segmentation (Kvasir-SEG & CVC-ClinicDB) with calibration and ECE maps

[Research] Training-free 1-shot prompt calibration for zero-shot CLIP on dermoscopy

[제12회 전국 ICT융합 공모전] 농촌 고령자 대상 생체신호 기반 응급위험 조기탐지 엣지 시스템

[Korea Clinical Datathon 2025] Opticare Demo

[Contest] 2025 HUSS Agora Hackathon

[Research] Explainable diabetic retinopathy classification on APTOS 2019 with efficient preprocessing, lightweight EfficientNet backbones, and Grad-CAM++ visualizations

[3-2_정보검색과텍스트마이닝_과제_B1] 한국어 형태소 분석기 개발

[Research] Interpretable surgical skill assessment with kinematic features and deep learning using the JIGSAWS dataset

[Research] Lightweight multimodal model for MIMIC-CXR: MobileNetV3 (X-ray) + DistilBERT (Reports) with Knowledge Distillation

[Research] Lightweight PPG respiratory-rate pipeline that fuses PSD/Hilbert/PRV, gates by SQI·SNR, and outputs conformal prediction intervals for trustworthy deployment

[Contest] Excellence Award, 2025 Chuncheon Generative AI Idea Competition

[Project] Natural Language-Based Clinical Study Design Recommendation System

[Startup] AI-based Next-Generation Nursing Record System – Flutter Version

[Contest] 2025 Konyang Health Datathon (KHD) – Grand Prize Winner (Konyang University Medical Center)

[Research] Lightweight Pathology AI for Cancer Metastasis Detection using PatchCamelyon

[Research] 가속도계 기반 신체활동 및 좌식 행동과 비만·고혈압·당뇨병의 연관성

[Startup] AI-powered nursing record system with voice charting

[Project] AI 기반 임신 주수별 개인 맞춤 약물 섭취 금기 모니터링 서비스

[Startup] 온라인 올인원 초대장 서비스