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H

Hyo Kyung Lee

korea university college of engineering

H指数:10

被引数:405

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Predicting peak cardiorespiratory fitness and its response to cardiac rehabilitation using machine learning

利用机器学习预测峰值心肺适能及其对心脏康复的反应

IF3.3

2026-09-270

PRE

Safety-aware explainable deep reinforcement learning for nephrotoxic medication management in critical care

面向肾毒性药物治疗管理的安全感知可解释深度强化学习

Biomedical Signal Processing and Control

IF4.9

2025-08-200

PRE

Advancing Continuous Prediction for Acute Kidney Injury via Multi-Task Learning: Towards Better Clinical Applicability

通过多任务学习推进急性肾损伤的连续预测：迈向更好的临床适用性

IEEE Journal of Biomedical and Health Informatics

IF6.8

2025-08-010

PRE

Editorial: Artificial intelligence for smart health: learning, simulation, and optimization

FRONTIERS IN PHYSIOLOGY

IF3.4

2024-12-230

OAAI

Development of continuous warning system for timely prediction of septic shock

FRONTIERS IN PHYSIOLOGY

IF3.4

2024-11-200

OAAI

Medication recommendation for Parkinson's disease based on dynamics of symptom progression

SCIENTIFIC REPORTS

IF3.9

2024-10-231

OAAI

Sequential Anomaly Detection for Continuous Prediction of Unexpected ICU Admission From Emergency Department

IF3.6

2024-01-011

OA

Multivariate Time-Series Cluster Analysis for Multiple Functional Domains to Identify Recovery Patterns of Patients With Fragility Hip Fracture After Surgery

IF3.6

2024-01-010

OA

Multimodal Reinforcement Learning for Embedding Networks and Medication Recommendation in Parkinson's Disease

帕金森病的多模态强化学习嵌入网络和药物推荐

IF3.6

2024-01-010

OA

Randomized multicenter phase II trial of prophylactic irradiation of para-aortic lymph nodes in advanced cervical cancer according to tumor hypoxia: Korean Radiation Oncology Group (KROG 07-01) study

INTERNATIONAL JOURNAL OF CANCER

IF4.7

2022-07-115

PRE

A prediction and interpretation framework of acute kidney injury in critical care

重症监护中急性肾损伤的预测和解释框架

JOURNAL OF BIOMEDICAL INFORMATICS

IF4.5

2021-01-0122

PREAI

Modeling and Analysis of Patient Transitions in Community Hospitals: A Systems Approach

ieee transactions on cybernetics

IF8.7

2020-02-013

OAAI

An Analytical Framework for TJR Readmission Prediction and Cost-Effective Intervention

IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS

IF6.8

2019-07-0126

OAAI

A Queueing Network Model for Analysis of Patient Transitions Within Hospitals

IEEE TRANSACTIONS ON AUTOMATION SCIENCE AND ENGINEERING

IF6.4

2019-01-019

OAAI

A System-Theoretic Method for Modeling, Analysis, and Improvement of Lung Cancer Diagnosis-to-Surgery Process

IEEE TRANSACTIONS ON AUTOMATION SCIENCE AND ENGINEERING

IF6.4

2018-04-018

PREAI

Pragmatic trial of a multidisciplinary lung cancer care model in a community healthcare setting: study design, implementation evaluation, and baseline clinical results

TRANSLATIONAL LUNG CANCER RESEARCH

IF3.5

2018-02-0115

OAAI

Smeltzer, Matthew P.; Rugless, Fedoria E.; Jackson, Bianca M.; Berryman, Courtney L.; Faris, Nicholas R.; Ray, Meredith A.; Meadows, Meghan; Patel, Anita A.; Roark, Kristina S.; Kedia, Satish K.; Debon, Margaret M.; Crossley, Fayre J.; Oliver, Georgia; McHugh, Laura M.; Hastings, Willeen; Osborne, Orion; Osborne, Jackie; Ill, Toni; Ill, Mark; Jones, Wynett; Lee, Hyo K.; Signore, Raymond S.; Fox, Roy C.; Li, Jingshan; Robbins, Edward T.; Ward, Kenneth D.; Klesges, Lisa M.; Osarogiagbon, Raymond U.

Reducing Bottlenecks to Improve the Efficiency of the Lung Cancer Care Delivery Process: A Process Engineering Modeling Approach to Patient-Centered Care

JOURNAL OF MEDICAL SYSTEMS

IF5.7

2017-12-015

PREAI

From production systems to health care delivery systems: a retrospective look on similarities, difficulties and opportunities

INTERNATIONAL JOURNAL OF PRODUCTION RESEARCH

IF7.3

2017-01-1122

PREAI