Heart failure prediction using machine learning with exploratory data analysis

H Agrawal, J Chandiwala, S Agrawal… - 2021 International …, 2021 - ieeexplore.ieee.org
… We used the data collected from the Framingham Heart study which includes 15 …
Exploratory Data Analysis to understand the importance of each attribute in causing heart failure

Telemedicine in heart failure: pre-specified and exploratory subgroup analyses from the TIM-HF trial

F Koehler, S Winkler, M Schieber, U Sechtem… - International journal of …, 2012 - Elsevier
BACKGROUND: Meta-analyses have suggested that remote telemedical management (…
We aim to report prospectively defined and exploratory subgroup analyses for the TIM-HF trial …

… baseline systolic blood pressure and long-term outcomes in acute heart failure patients treated with TRV027: an exploratory subgroup analysis of BLAST-AHF

G Cotter, BA Davison, J Butler, SP Collins… - Clinical research in …, 2018 - Springer
heart failure requiring intensification of intravenous or mechanical treatment while hospitalized
was defined as worsening heart failure … day 30; (2) time from baseline to heart failure (HF) …

Use of high-sensitivity troponin T to identify patients with acute heart failure at lower risk for adverse outcomes: an exploratory analysis from the RELAX-AHF trial

PS Pang, JR Teerlink, AA Voors, P Ponikowski… - JACC: heart failure, 2016 - jacc.org
… By univariate analyses, low hsTnT was associated with lower risk for all 5 primary outcomes…
for heart failure or renal failure by day 60; 3) length of stay; 4) worsening heart failure through …

Heart failure risk prediction and medicine recommendation using exploratory data analysis

S Habib, MB Moin, S Aziz, K Banik… - 2019 1st International …, 2019 - ieeexplore.ieee.org
exploratory analysis and hence using the attributes suitably to predict the chances of a heart
failure, … From this figure we concluded that heartfailure and atrial-fibrillation seems to have a …

Learning needs of patients with heart failure a descriptive, exploratory study

SS Kim, JA Ahn, SM Kang, GY Kim… - Journal of Clinical …, 2013 - Wiley Online Library
… with heart failure between the ages of 19–88 years. Self-report questionnaires, which
included general characteristics, disease-related characteristics and the Heart Failure Patients’ …

Dapagliflozin and the incidence of type 2 diabetes in patients with heart failure and reduced ejection fraction: an exploratory analysis from DAPA-HF

SE Inzucchi, KF Docherty, L Køber… - Diabetes …, 2021 - Am Diabetes Assoc
… death or worsening heart failure, including heart failure hospitalization or urgent treatment
… of heart failure hospitalization or cardiovascular death, heart failure hospitalization (first and …

Living with heart failure: Karachi exploratory study

A Gowani, R Gul, S Dhakam… - British Journal of Cardiac …, 2017 - magonlinelibrary.com
Heart failure (HF) is the leading cause of hospitalisation … with heart failure in developing
countries such as Pakistan. … The present study was descriptive exploratory using a …

Family caregivers' experiences of caring for patients with heart failure: A descriptive, exploratory qualitative study

S Etemadifar, M Bahrami, M Shahriari… - Journal of Nursing …, 2015 - journals.lww.com
heart failure is a complex situation for family caregivers. Many studies addressing the challenges
faced by heart failure … field notes were transcribed verbatim and concurrently analyzed. …

General practitioners' perceptions about their role in current and future heart failure care: an exploratory qualitative study

M Smeets, S Zervas, H Leben, M Vermandere… - BMC health services …, 2019 - Springer
Background A comprehensive disease management programme (DMP) with a central role
for general practitioners (GPs) is needed to improve heart failure (HF) care. However, …