Improved Prediction of Body Mass Index in Real-World Administrative Healthcare Claims Databases

被引：0
|
作者：
Ganhui Lan
Bingcao Wu
Kaustubh Sharma
Kaushal Gadhia
Veronica Ashton
机构：
[1] Janssen Scientific Affairs,
[2] LLC,undefined
[3] Mu Sigma Business Solutions,undefined
[4] LLC,undefined
来源：
Advances in Therapy | 2022年 / 39卷
关键词：
Administrative healthcare claims databases; BMI classifications; Body mass index; Machine learning; Predictive models; Real-world evidence;
D O I：
暂无
中图分类号：
学科分类号：
摘要：
引用
收藏
页码：3835 / 3844
页数：9
相关论文
共 50 条
  • [41] Identifying pediatric hypertension in observational data: comparing clinical and claims cohorts in real-world data
    Horgan, Casie E.
    Burk, Jillian
    Eworuke, Efe
    Stojanovic, Danijela
    Lyons, Jennifer G.
    Moyneur, Erick
    Mcmahon, Ann
    Maro, Judith C.
    AMERICAN JOURNAL OF EPIDEMIOLOGY, 2024, 194 (02) : 407 - 419
  • [42] Leveraging real-world data from administrative claims and medical records to inform safety and effectiveness of piperacillin-tazobactam in the management of pediatric hospital-acquired pneumonia
    Blumenstock, Jesse A.
    Faerber, Jennifer A.
    Menon, Muida
    Lawler, Rasheeda
    Downes, Kevin J.
    Kratz, Ellen
    Erickson, Kelley
    Haltzman-Cassenti, Brittany
    Yildirim, Inci
    Hussaini, Laila
    Elmontser, Mohnd
    Sederdahl, Bethany K.
    Hahn, Andrea
    Thomson, Joanna
    Newland, Jason
    Terrill, Cindy
    Bradley, John
    Zachariah, Phillip
    Younus, Muhammad
    Mo, Jingping
    Wible, Michele
    Tawadrous, Margaret
    Fisher, Brian T.
    AMERICAN JOURNAL OF EPIDEMIOLOGY, 2025,
  • [43] Weight gain in insulin-treated patients by body mass index category at treatment initiation: new evidence from real-world data in patients with type 2 diabetes
    Paul, S. K.
    Shaw, J. E.
    Montvida, O.
    Klein, K.
    DIABETES OBESITY & METABOLISM, 2016, 18 (12): : 1244 - 1252
  • [44] The Healthcare Integrated Research Database (HIRD) as a Real-World Data Source for Pharmacoepidemiologic Research
    Barron, John J.
    Willey, Vincent J.
    Doherty, Brett T.
    Tunceli, Ozgur
    Waltz, Craig R.
    Grabner, Michael
    Beachler, Daniel C.
    Lanes, Stephan
    Cziraky, Mark J.
    PHARMACOEPIDEMIOLOGY AND DRUG SAFETY, 2025, 34 (02)
  • [45] Utility of Sonographic Parameters in Prediction of Obesity and their Correlation with Body Mass Index
    Chandak, Shruti
    Agarwal, Arjit
    Chaudhary, Mohini
    Khan, Adil
    Saraswat, Shalini
    Kumar, Ashutosh
    JOURNAL OF CLINICAL AND DIAGNOSTIC RESEARCH, 2018, 12 (03) : TC01 - TC04
  • [46] Radar Aided Proactive Blockage Prediction in Real-World Millimeter Wave Systems
    Demirhan, Umut
    Alkhateeb, Ahmed
    IEEE INTERNATIONAL CONFERENCE ON COMMUNICATIONS (ICC 2022), 2022, : 4547 - 4552
  • [47] Underreporting of Obesity in Hospital Inpatients: A Comparison of Body Mass Index and Administrative Documentation in Australian Hospitals
    Di Bella, Alexandra L.
    Comans, Tracy
    Gane, Elise M.
    Young, Adrienne M.
    Hickling, Donna F.
    Lucas, Alisha
    Hickman, Ingrid J.
    Banks, Merrilyn
    HEALTHCARE, 2020, 8 (03)
  • [48] Body Mass Index Influences the Outcome of Acute Pancreatitis An Analysis Based on the Japanese Administrative Database
    Taguchi, Masashi
    Kubo, Tatsuhiko
    Yamamoto, Mitsuyoshi
    Muramatsu, Keiji
    Yasunaga, Hideo
    Horiguchi, Hiromasa
    Fujimori, Kenji
    Matsuda, Shinya
    Fushimi, Kiyohide
    Harada, Masaru
    PANCREAS, 2014, 43 (06) : 863 - 866
  • [49] Real-world clinical practice of pulmonary arterial hypertension in Japan: Insights from a large administrative database
    Omura, Junichi
    Kitahara, Kazuki
    Takano, Masashi
    Idehara, Koki
    Kim, Seok-Won
    PULMONARY CIRCULATION, 2023, 13 (03)
  • [50] Real-world outcomes of the hypotension prediction index in the management of intraoperative hypotension during non-cardiac surgery: a retrospective clinical study
    Gumersindo Javier Solares
    Daniel Garcia
    Manuel Ignacio Monge Garcia
    Carlos Crespo
    Jose Luis Rabago
    Francisco Iglesias
    Eduardo Larraz
    Idoia Zubizarreta
    Jose Manuel Rabanal
    Journal of Clinical Monitoring and Computing, 2023, 37 : 211 - 220
12345