Grant: CIHR-ICRH Travel Awards - ICRH / Vascular pool
University of Alberta
$1,500.00
Machine-learning for the Electrocardiogram-based Prediction of Short-term and Long-term Mortality at the Time of Discharge in a Population-level Cohort of Patients with Access to Universal Healthcare
FY 2023-24
Summary
We analyzed population-level ECGs in Alberta, Canada, to develop predictive models for short-term and long-term survival after hospital discharge. Our deep learning models utilizing ECG data outperformed traditional methods (CCI) in predicting short-term survival, but the traditional methods (CCI) were more effective in other aspects. Furthermore, our study demonstrates that combining ECG data with CCI can enhance prognostic prediction, offering a more effective approach for planning post-discharge care
Department
Program
CIHR-ICRH Travel Awards - ICRH / Vascular pool
Recipient
Location
Alberta, Canada
Recipient Type
Academia
Type
Grant
Source
CIHR Funding Decisions Database
As published
Id
495436
Name
Sun Weijie
Region
Alberta
Country
Canada
Orgtype
Institution Paid; Research Institution
Prcname2
Special Cases
Projecttitle
Machine-learning for the Electrocardiogram-based Prediction of Short-term and Long-term Mortality at the Time of Discharge in a Population-level Cohort of Patients with Access to Universal Healthcare
Programtype2
Undefined
Orgnameinp2
University of Alberta
Cihramount2
$1,500
Cihrequipment2
$0
Programname2
CIHR-ICRH Travel Awards - ICRH / Vascular pool
Keyworddelim
Cohort; Ecg; Machine Learning
Abstract
We analyzed population-level ECGs in Alberta, Canada, to develop predictive models for short-term and long-term survival after hospital discharge. Our deep learning models utilizing ECG data outperformed traditional methods (CCI) in predicting short-term survival, but the traditional methods (CCI) were more effective in other aspects. Furthermore, our study demonstrates that combining ECG data with CCI can enhance prognostic prediction, offering a more effective approach for planning post-discharge care
Competitiondate
202309
Approvedterm2
1 yr 0 mth
Pinamesdelim
Sun, Weijie
Approvedterm
1 an 0 mois
Cihrcontribution2
~ $1,500~ $0~
