Early Prediction of Gestational Diabetes Mellitus Using Electronic Health Records and Machine Learning

被引：1
|
作者：
Germaine, Mark A.
O'Higgins, Amy C.
Healy, Graham
Egan, Brendan
机构：
来源：
DIABETES | 2024年 / 73卷
基金：
爱尔兰科学基金会;
关键词：
D O I：
10.2337/db24-1968-LB
中图分类号：
R5 [内科学];
学科分类号：
1002 ; 100201 ;
摘要：
1968-LB
引用
收藏
页数：2
相关论文
共 50 条
  • [1] The early prediction of gestational diabetes mellitus by machine learning models
    Kaya, Yeliz
    Butun, Zafer
    Celik, Ozer
    Salik, Ece Akca
    Tahta, Tugba
    Yavuz, Arzu Altun
    BMC PREGNANCY AND CHILDBIRTH, 2024, 24 (01)
  • [2] An early prediction model for gestational diabetes mellitus created using machine learning algorithms
    Yang, Zhifen
    Shi, Xiaoyue
    Wang, Shengpu
    Du, Lijia
    Zhang, Xiaoying
    Zhang, Kun
    Zhang, Yongqiang
    Ma, Jinlong
    Zheng, Rui
    INTERNATIONAL JOURNAL OF GYNECOLOGY & OBSTETRICS, 2025,
  • [3] A machine learning approach for early prediction of gestational diabetes mellitus using elemental contents in fingernails
    Chan, Yun-Nam
    Wang, Pengpeng
    Chun, Ka-Him
    Lum, Judy Tsz-Shan
    Wang, Hang
    Zhang, Yunhui
    Leung, Kelvin Sze-Yin
    SCIENTIFIC REPORTS, 2023, 13 (01)
  • [4] A machine learning approach for early prediction of gestational diabetes mellitus using elemental contents in fingernails
    Yun-Nam Chan
    Pengpeng Wang
    Ka-Him Chun
    Judy Tsz-Shan Lum
    Hang Wang
    Yunhui Zhang
    Kelvin Sze-Yin Leung
    Scientific Reports, 13
  • [5] Electronic Health Record Driven Prediction for Gestational Diabetes Mellitus in Early Pregnancy
    Qiu, Hang
    Yu, Hai-Yan
    Wang, Li-Ya
    Yao, Qiang
    Wu, Si-Nan
    Yin, Can
    Fu, Bo
    Zhu, Xiao-Juan
    Zhang, Yan-Long
    Xing, Yong
    Deng, Jun
    Yang, Hao
    Lei, Shun-Dong
    SCIENTIFIC REPORTS, 2017, 7
  • [6] Electronic Health Record Driven Prediction for Gestational Diabetes Mellitus in Early Pregnancy
    Hang Qiu
    Hai-Yan Yu
    Li-Ya Wang
    Qiang Yao
    Si-Nan Wu
    Can Yin
    Bo Fu
    Xiao-Juan Zhu
    Yan-Long Zhang
    Yong Xing
    Jun Deng
    Hao Yang
    Shun-Dong Lei
    Scientific Reports, 7
  • [7] Nonalcoholic fatty liver disease and early prediction of gestational diabetes mellitus using machine learning methods
    Lee, Seung Mi
    Hwangbo, Suhyun
    Norwitz, Errol R.
    Koo, Ja Nam
    Oh, Ig Hwan
    Choi, Eun Saem
    Jung, Young Mi
    Kim, Sun Min
    Kim, Byoung Jae
    Kim, Sang Youn
    Kim, Gyoung Min
    Kim, Won
    Joo, Sae Kyung
    Shin, Sue
    Park, Chan-Wook
    Park, Taesung
    Park, Joong Shin
    CLINICAL AND MOLECULAR HEPATOLOGY, 2022, 28 (01) : 105 - 116
  • [8] Prediction of gestational diabetes mellitus in Asian women using machine learning algorithms
    Byung Soo Kang
    Seon Ui Lee
    Subeen Hong
    Sae Kyung Choi
    Jae Eun Shin
    Jeong Ha Wie
    Yun Sung Jo
    Yeon Hee Kim
    Kicheol Kil
    Yoo Hyun Chung
    Kyunghoon Jung
    Hanul Hong
    In Yang Park
    Hyun Sun Ko
    Scientific Reports, 13
  • [9] Prediction of gestational diabetes mellitus in Asian women using machine learning algorithms
    Kang, Byung Soo
    Lee, Seon Ui
    Hong, Subeen
    Choi, Sae Kyung
    Shin, Jae Eun
    Wie, Jeong Ha
    Jo, Yun Sung
    Kim, Yeon Hee
    Kil, Kicheol
    Chung, Yoo Hyun
    Jung, Kyunghoon
    Hong, Hanul
    Park, In Yang
    Ko, Hyun Sun
    SCIENTIFIC REPORTS, 2023, 13 (01)
  • [10] Prediction of gestational diabetes based on nationwide electronic health records
    Artzi, Nitzan Shalom
    Shilo, Smadar
    Hadar, Eran
    Rossman, Hagai
    Barbash-Hazan, Shiri
    Ben-Haroush, Avi
    Balicer, Ran D.
    Feldman, Becca
    Wiznitzer, Arnon
    Segal, Eran
    NATURE MEDICINE, 2020, 26 (01) : 71 - +
12345