Artificial intelligence and heart failure: A state‐of‐the‐art review

MS Khan, MS Arshad, SJ Greene… - European Journal of …, 2023 - Wiley Online Library
Heart failure (HF) is a heterogeneous syndrome affecting more than 60 million individuals
globally. Despite recent advancements in understanding of the pathophysiology of HF, many …

Artificial Intelligence for Cardiovascular Care—Part 1: Advances: JACC Review Topic of the Week

P Elias, SS Jain, T Poterucha, M Randazzo… - Journal of the American …, 2024 - jacc.org
Recent artificial intelligence (AI) advancements in cardiovascular care offer potential
enhancements in diagnosis, treatment, and outcomes. Innovations to date focus on …

A comprehensive review on seismocardiogram: current advancements on acquisition, annotation, and applications

D Rai, HK Thakkar, SS Rajput, J Santamaria, C Bhatt… - Mathematics, 2021 - mdpi.com
In recent years, cardiovascular diseases are on the rise, and they entail enormous health
burdens on global economies. Cardiac vibrations yield a wide and rich spectrum of essential …

[HTML][HTML] Trends and opportunities in computable clinical phenotyping: A scoping review

T He, A Belouali, J Patricoski, H Lehmann… - Journal of Biomedical …, 2023 - Elsevier
Identifying patient cohorts meeting the criteria of specific phenotypes is essential in
biomedicine and particularly timely in precision medicine. Many research groups deliver …

Prediction of left ventricular ejection fraction changes in heart failure patients using machine learning and electronic health records: a multi-site study

P Adekkanattu, LV Rasmussen, JA Pacheco… - Scientific reports, 2023 - nature.com
Left ventricular ejection fraction (EF) is a key measure in the diagnosis and treatment of
heart failure (HF) and many patients experience changes in EF overtime. Large-scale …

Newly diagnosed cardiovascular disease in patients treated with immune checkpoint inhibitors: a retrospective analysis of patients at an academic tertiary care center

N Waheed, MG Fradley, DL DeRemer, A Mahmoud… - Cardio-oncology, 2021 - Springer
Abstract Background Immune checkpoint inhibitors (ICIs) are a novel class of anticancer
agents that have demonstrated clinical response for both solid and hematological …

Alzheimer's disease and related dementias and heart failure: A community study

SM Manemann, DS Knopman… - Journal of the …, 2022 - Wiley Online Library
Background Cognitive function is essential to effective self‐management of heart failure
(HF). Alzheimer's disease and Alzheimer's disease‐related dementias (AD/ADRD) can …

[HTML][HTML] Electronic medical record–based case phenotyping for the charlson conditions: scoping review

S Lee, C Doktorchik, EA Martin… - JMIR medical …, 2021 - medinform.jmir.org
Background Electronic medical records (EMRs) contain large amounts of rich clinical
information. Developing EMR-based case definitions, also known as EMR phenotyping, is …

A population‐based study of 92 clinically recognized risk factors for heart failure: co‐occurrence, prognosis and preventive potential

A Banerjee, L Pasea, SC Chung, K Direk… - European journal of …, 2022 - Wiley Online Library
Aims Primary prevention strategies for heart failure (HF) have had limited success, possibly
due to a wide range of underlying risk factors (RFs). Systematic evaluations of the prognostic …

A large, multi-center survey assessing health, social support, literacy, and self-management resources in patients with heart failure

AM Chamberlain, EM Hade, IV Haller, BD Horne… - BMC Public Health, 2024 - Springer
Background Most patients with heart failure (HF) have multimorbidity which may cause
difficulties with self-management. Understanding the resources patients draw upon to …