Back

SMOTE-random forest model enhances prediction of in-hospital mortality in hypertensive patients: a retrospective study based on the MIMIC-IV database

29 August 2026 (11:15 - 12:00)
Organised by: Logo
Congress Presentation Part of: Tools and systems of care in hypertension Clinical ESC2026 Premium Access ESC Congress 2026 European Society of Cardiology

About the speaker

Photo
Doctor Xin Ma

Lanzhou (China)

6 More presentations in this session

Presentation thumbnail
Shop-to-Stop Hypertension: a cluster randomised controlled trial of retail kiosk screening and text message follow-up to improve hypertension care pathways
Professor A. Schutte (Sydney, AU)
Abstract
Presentation thumbnail
Physician-guided telemedical care achieves sustained blood pressure control in uncontrolled hypertension: a randomized-controlled pilot study.
Doctor P. Sagmeister (Leipzig, DE)
Abstract
Presentation thumbnail
Prognostic value of different circadian blood pressure patterns in ambulatory blood pressure monitoring
Doctor J. Faria (Braga, PT)
Abstract
Presentation thumbnail
Framingham risk score as a pragmatic tool to detect masked daytime hypertension
Doctor A. Pavlovic (Montreal, CA)
Abstract
Presentation thumbnail
Machine learning-based identification of underdiagnosed hypertension: a multi-modal analysis of NHANES 2021–2023 data
Miss V. Godishala (Newark, US)
Abstract

Access the full session

Session thumbnail
Tools and systems of care in hypertension

The Event

Event poster

ESC Congress 2026

29 August 2026 11:15 CET
You may be interested in
thumbnail
Congress Presentation
Machine learning models for 1-year mortality prediction in hypertensive patients undergoing coronary artery bypass grafting surgery
28 August 2022
thumbnail
Congress Presentation
Comparative accuracy of the STIMATE and ESC risk models for predicting adverse outcomes in acute pulmonary embolism
21 March 2026
thumbnail
Congress Presentation
A prediction model to guide the use of inotropes in patients with acute decompensated heart failure.
29 June 2021
thumbnail
Congress Presentation
Lactate and atrial fibrillation risk in ICU patients

ESC 365 is supported by

novartis Explore sponsored resources
novo-nordisk Explore sponsored resources

ESC 365 is supported by

novartis Explore sponsored resources
novo-nordisk Explore sponsored resources