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Profile 👋

Hello I'm Junhyeok Park!

Career

  • Promedius R&D AI Researcher, Apr 2022 ~ ing

Activity

  • 네이버 부스트캠프 AI Tech 8기 Computer Vision 멘토, Aug 2025 ~ Feb 2026
  • 2024 네이버 커넥트재단 'AI 엔지니어 기초 다지기' 1~2회차 교육 담당 코치
  • 2023 AI 의료영상 진단 및 판독 지원 실습 3~4차 과정 강사 (한국디지털융합진흥원)
  • 2023 AI신뢰성 요구사항 도출 의료분야 개발안내서 검수위원
  • 2022 의료바이오 AI 교육 - 중간관리자 과정 강사 (한국디지털융합진흥원)
  • 가짜연구소 4기 아카데믹 러너 〈Keeping up with GANs〉, Feb 2022 ~ Jun 2022
  • Google Cloud Study Jams 2022 AI&ML 입문과정, 중급과정 Feb 2022 ~ May 2022
  • 네이버 부스트캠프 AI Tech 2기 by Naver Connect Foundation, Jul 2021 ~ Dec 2021
  • 패스트캠퍼스 데이터사이언스 스쿨 13기, Apr 2020 ~ Sep 2020

Paper

  • ­­­Opportunistic Screening of Low Bone Mass using Knowledge Distillation Based Deep Learning in Chest X-rays with External Validations - (Archive Of Osteoporosis. 2025 Oct 8;20(1):131. doi: 10.1007/s11657-025-01609-1.)
  • Refining Early Detection of Low Bone Mineral Density: A Deep Learning Model for Osteopenia Screening Using Chest Radiographs - WCO-IOF-ESCEO 2025 (Oral Presentation Session, Poster Session)
  • Deep Learning-Based Classification of Osteoporosis and Osteopenia from Chest Radiographs: A Multi-Center Validation Study - ECR 2025 (Poster Session)
  • DEEP LEARNING APPROACH FOR CLASSIFICATION OF OSTEOPOROSIS AND OSTEOPENIA ON CHEST X-RAY WITH A MULTINATIONAL STUDY - RSNA 2024 (Oral Session)
  • Deep Learning Method for Normal, Osteopenia and Osteoporosis Classification on Chest X-rays: A Multinational Investigation - ASBMR 2024 (Plenary Poster Session)
  • Enhanced Multi-Class Classification on Osteoporosis Severity in Chest X-Rays Using Knowledge Distillation and Proxy Labels - KoSAIM 2024 (Poster Session) - Best Poster Presentation Award🥇
  • Combination of Deep Neural Network and Genetic Algorithm-based URL Feature Optimization for Phishing Website Detection - Journal of KIISE (KCI, Oral Session)

Award

  • 2023 제 1회 헬스케어 분야 생성모델 활용 대회(Healthcare Mini Prompt-a-thon) 3등🥉
  • National Pathology Health Datathon 2021 (NPHD 2021) - 대상🥇
  • 2021 부산광역시 불법객체 탐지 - 대상🥇
  • 2021 OCR 인공지능 해커톤 - 최우수상 🥈
  • 눈바디 AI Challenge - 2등🥈

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