日期 影响因子
日期:
2020 年 — 2026 年
2020
2021
2022
2023
2024
2025
2026
影响因子:
–

Leveraging BERT for embedding ICD codes from large scale cardiovascular EMR data to understand patient diagnostic patterns

利用 BERT 从大规模心血管电子病历数据中嵌入 ICD 代码，以了解患者的诊断模式

期刊:BMC Medical Informatics and Decision Making
影响因子:3.8
doi:10.1186/s12911-025-03145-x
Kim, Minkyoung; Kim, Yunha; Kang, Hee Jun; Seo, Hyeram; Choi, Heejung; Han, JiYe; Kee, Gaeun; Ko, Soyoung; Jung, HyoJe; Kim, Byeolhee; Choi, Boeun; Jun, Tae Joon; Kim, Young-Hak
发表日期：2025
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Time series forecasting of weight for diuretic dose adjustment using bidirectional long short-term memory

利用双向长短期记忆网络进行体重时间序列预测以调整利尿剂剂量

期刊:Scientific Reports
影响因子:3.9
doi:10.1038/s41598-024-68663-6
Choi, Heejung; Kim, Yunha; Kang, Heejun; Seo, Hyeram; Kim, Minkyoung; Han, JiYe; Kee, Gaeun; Park, Seohyun; Ko, Soyoung; Jung, HyoJe; Kim, Byeolhee; Roh, Jae-Hyung; Jun, Tae Joon; Kim, Young-Hak
发表日期：2024
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Development and transfer learning of self-attention model for major adverse cardiovascular events prediction across hospitals

开发和迁移学习用于预测医院重大不良心血管事件的自注意力模型

期刊:Scientific Reports
影响因子:3.9
doi:10.1038/s41598-024-74366-9
Kim, Yunha; Kang, Heejun; Seo, Hyeram; Choi, Heejung; Kim, Minkyoung; Han, JiYe; Kee, Gaeun; Park, Seohyun; Ko, Soyoung; Jung, HyoJe; Kim, Byeolhee; Jun, Tae Joon; Roh, Jae-Hyung; Kim, Young-Hak
发表日期：2024
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Forecasting Hospital Room and Ward Occupancy Using Static and Dynamic Information Concurrently: Retrospective Single-Center Cohort Study

利用静态和动态信息同时预测医院病房和房间占用率：回顾性单中心队列研究

期刊:JMIR Medical Informatics
影响因子:3.8
doi:10.2196/53400
Seo, Hyeram; Ahn, Imjin; Gwon, Hansle; Kang, Heejun; Kim, Yunha; Choi, Heejung; Kim, Minkyoung; Han, Jiye; Kee, Gaeun; Park, Seohyun; Ko, Soyoung; Jung, HyoJe; Kim, Byeolhee; Oh, Jungsik; Jun, Tae Joon; Kim, Young-Hak
发表日期：2024
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Explainable predictions of a machine learning model to forecast the postoperative length of stay for severe patients: machine learning model development and evaluation

利用机器学习模型预测重症患者术后住院时间的可解释预测：机器学习模型的开发与评估

期刊:BMC Medical Informatics and Decision Making
影响因子:3.8
doi:10.1186/s12911-024-02755-1
Cho, Ha Na; Ahn, Imjin; Gwon, Hansle; Kang, Hee Jun; Kim, Yunha; Seo, Hyeram; Choi, Heejung; Kim, Minkyoung; Han, Jiye; Kee, Gaeun; Park, Seohyun; Jun, Tae Joon; Kim, Young-Hak
发表日期：2024
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Prediction of hospitalization and waiting time within 24 hours of emergency department patients with unstructured text data

利用非结构化文本数据预测急诊患者24小时内的住院时间和等待时间

期刊:Health Care Management Science
影响因子:2
doi:10.1007/s10729-023-09660-5
Seo, Hyeram; Ahn, Imjin; Gwon, Hansle; Kang, Hee Jun; Kim, Yunha; Cho, Ha Na; Choi, Heejung; Kim, Minkyoung; Han, Jiye; Kee, Gaeun; Park, Seohyun; Seo, Dong-Woo; Jun, Tae Joon; Kim, Young-Hak
发表日期：2024
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Correction to: Prediction of hospitalization and waiting time within 24 h of emergency department patients with unstructured text data

更正：利用非结构化文本数据预测急诊患者的住院时间和24小时内等待时间

期刊:Health Care Management Science
影响因子:2
doi:10.1007/s10729-023-09662-3
Seo, Hyeram; Ahn, Imjin; Gwon, Hansle; Kang, Hee Jun; Kim, Yunha; Cho, Ha Na; Choi, Heejung; Kim, Minkyoung; Han, Jiye; Kee, Gaeun; Park, Seohyun; Seo, Dong-Woo; Jun, Tae Joon; Kim, Young-Hak
发表日期：2024
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