An effective prediction model based on XGBoost for the 12-month recurrence of AF patients after RFA

被引：0
|
作者：
ShiKun Sun
Li Wang
Jia Lin
YouFen Sun
ChangSheng Ma
机构：
[1] The First Affiliated Hospital of Soochow University,
[2] The Shengcheng Street Health Center,undefined
来源：
BMC Cardiovascular Disorders | / 23卷
关键词：
Atrial fibrillation; Radiofrequency ablation; Recurrence; Left atrial appendage; XGBoost;
D O I：
暂无
中图分类号：
学科分类号：
摘要：
引用
收藏
相关论文
共 50 条
  • [21] Impact of Occupation on 12-Month Outcomes After Anterior Cruciate Ligament Reconstruction in Male Patients
    Kirby, Julia C.
    Whitehead, Timothy S.
    Webster, Kate E.
    Feller, Julian A.
    McClelland, Jodie A.
    Klemm, Haydn J.
    Devitt, Brian M.
    [J]. ORTHOPAEDIC JOURNAL OF SPORTS MEDICINE, 2023, 11 (02)
  • [22] Patients' experiences after bariatric surgery: a qualitative study at 12-month follow-up
    Pereira da Silva, Susana Sofia
    Maia, Angela da Costa
    [J]. CLINICAL OBESITY, 2013, 3 (06) : 185 - 193
  • [23] 12-Month follow-up study of patients after hospitalization for COVID-19
    Rosas, Ivan O.
    Mckinnell, James A.
    Shah, Reena
    Waters, Michael
    Hunter, Bradley
    Jeanfreau, Robert
    Benitez, Alejandra
    Tsai, Larry
    Neighbors, Margaret
    Trzaskoma, Ben
    Castro, Rita De Cassia
    Cai, Fang
    [J]. EUROPEAN RESPIRATORY JOURNAL, 2023, 62
  • [24] Increase in the Heart Rate Variability with Deep Breathing in Diabetic Patients after 12-Month Exercise Training
    Sridhar, Bhagyalakshmi
    Haleagrahara, Nagaraja
    Bhat, Ramesh
    Kulur, Anupama Bangra
    Avabratha, Sridhar
    Adhikary, Prabha
    [J]. TOHOKU JOURNAL OF EXPERIMENTAL MEDICINE, 2010, 220 (02): : 107 - 113
  • [25] Clinical improvement and satisfaction after total joint replacement: a prospective 12-month evaluation on the patients' perspective
    Naal, Florian D.
    Impellizzeri, Franco M.
    Lenze, Ulrich
    Wellauer, Vanessa
    von Eisenhart-Rothe, Ruediger
    Leunig, Michael
    [J]. QUALITY OF LIFE RESEARCH, 2015, 24 (12) : 2917 - 2925
  • [26] Reduction of left ventricular ejection fraction after a 12-month follow-up in hemodialysis patients
    Momeni, Ali
    Khaledifar, Arsalan
    Hasanzadeh, Katayoun
    [J]. JOURNAL OF RENAL INJURY PREVENTION, 2016, 5 (01): : 8 - 11
  • [27] Clinical improvement and satisfaction after total joint replacement: a prospective 12-month evaluation on the patients’ perspective
    Florian D. Naal
    Franco M. Impellizzeri
    Ulrich Lenze
    Vanessa Wellauer
    Rüdiger von Eisenhart-Rothe
    Michael Leunig
    [J]. Quality of Life Research, 2015, 24 : 2917 - 2925
  • [28] Survival Prediction Model for Patients with Hepatocellular Carcinoma and Extrahepatic Metastasis Based on XGBoost Algorithm
    Lim, Jihye
    Jeon, Hyeon-Gi
    Seo, Yeonjoo
    Kim, Moonjin
    Moon, Ja Un
    Cho, Se Hyun
    [J]. JOURNAL OF HEPATOCELLULAR CARCINOMA, 2023, 10 : 2251 - 2263
  • [29] Factors associated with 12-month retention after referral to a differentiated service delivery for HIV treatment model in Zambia
    Jo, Y.
    Rosen, S.
    Phiri, B.
    Grimsrud, A.
    Mwansa, M.
    Shakwele, H.
    Haimbe, P.
    Mwenechanya, M. M.
    Mulenga, P. Lumano
    Nichols, B. E.
    [J]. JOURNAL OF THE INTERNATIONAL AIDS SOCIETY, 2021, 24 : 73 - 73
  • [30] A New XGBoost Algorithm Based Prediction Model for Fetal Growth Restriction in Patients with Preeclampsia
    Li, Haijuan
    Wang, Sumei
    Zhan, Chunyu
    [J]. CLINICAL AND EXPERIMENTAL OBSTETRICS & GYNECOLOGY, 2023, 50 (08):
12345