이화민 프로필 사진

이화민

Lee, Hwa Min

의료정보학교실

Web Of Science Scopus ORCID

자료 필터

자료유형

발행연도

2002 ~ 2026
2002 2026

키워드

언어

전체 147건 중 21번부터 30번까지의 결과를 표시합니다.

2026
Article

Multi task learning based early prediction model for antibiotic resistance using multi institutional cohort data

  • 2026-03
  • Scientific Reports
  • Nature Publishing Group
Article

Coexistence of atrial fibrillation and metabolic dysfunction-associated steatotic liver disease as a high-risk overlap for incident heart failure in older adults

  • 2026-02
  • European Journal of Heart Failure
  • Elsevier BV
Article

Development and validation of a deep learning model for identifying high-quality laryngoscopic images

  • 2026-02
  • Scientific Reports
  • Nature Publishing Group
Article

A Selective RAG-Enhanced Hybrid ML-LLM Framework for Efficient and Explainable Fatigue Prediction Using Wearable Sensor Data

  • Ha, Soonho ; 
  • Lee, Taeyoung ; 
  • Seo, Hyungjun ; 
  • Yoon, Sujung ; 
  • Lee, Hwamin
  • 2026-01
  • Bioengineering (Basel)
  • MDPI AG
Article

PGVDA: a pathway-aggregated genetic dosage framework for interpretable disease classification using machine learning

  • 2026-01
  • Briefings in Bioinformatics
  • Oxford University Press
Article

Actigraphy-based step analysis for the detection of depressed mood: An explainable machine learning approach

  • Kim, Ju-Wan ; 
  • Lee, Taeyeong ; 
  • Lim, Bahngtaik ; 
  • Park, Se-Hyoun ; 
  • Park, Jin-Hyun ; 
  • ... Lee, Hwamin ; 
  • 외 7명
  • 2026-01
  • Journal of Affective Disorders
  • Elsevier BV
Article

Prediction of 12-Week Remission in Patients With Depressive Disorder Using Reasoning-Based Large Language Models: Model Development and Validation Study

  • Park, Jin-Hyun ; 
  • Kang, Hee-Ju ; 
  • Jeon, Ji Hyeon ; 
  • Kang, Sung-Gil ; 
  • Kim, Ju-Wan ; 
  • ... Lee, Hwamin ; 
  • 외 1명
  • 2026-01
  • JMIR Mental Health
  • JMIR Publications
Article

Large Language Model–Driven Feature Weighting for Cross-Device Harmonization of Wearable Data: A Generalizable Framework for Digital Health Models

  • 2026
  • IEEE Transactions on Consumer Electronics
  • Institute of Electrical and Electronics Engineers
2025
Conference

A Multi-Modal Framework for Major Depressive Disorder Prediction Integrating Variant-Based Genomics, Wearables, and Clinical Data

  • Lee, Taeyoung ; 
  • Ha, SoonHo ; 
  • Kang, KyungMin ; 
  • Kim, Juwan ; 
  • Jhon, Min ; 
  • ... Lee, Hwamin
  • 2025-12-15
  • 중국