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Evaluating risk prediction models for adults with heart failure: A systematic literature review
GL Di Tanna, H Wirtz, KL Burrows, G Globe - PLoS One, 2020 - journals.plos.org
Background The ability to predict risk allows healthcare providers to propose which patients
might benefit most from certain therapies, and is relevant to payers' demands to justify …
might benefit most from certain therapies, and is relevant to payers' demands to justify …
Machine learning can predict survival of patients with heart failure from serum creatinine and ejection fraction alone
Background Cardiovascular diseases kill approximately 17 million people globally every
year, and they mainly exhibit as myocardial infarctions and heart failures. Heart failure (HF) …
year, and they mainly exhibit as myocardial infarctions and heart failures. Heart failure (HF) …
The role of bioelectrical phase angle in patients with heart failure
P Scicchitano, F Massari - Reviews in Endocrine and Metabolic Disorders, 2023 - Springer
The most challenging feature of heart failure (HF) still remains the evaluation of congestion.
Residual congestion at discharge and the difficulties in perfectly dosing therapies in order to …
Residual congestion at discharge and the difficulties in perfectly dosing therapies in order to …
Improving risk prediction in heart failure using machine learning
Background Predicting mortality is important in patients with heart failure (HF). However,
current strategies for predicting risk are only modestly successful, likely because they are …
current strategies for predicting risk are only modestly successful, likely because they are …
Effects of sacubitril/valsartan on biomarkers of extracellular matrix regulation in patients with HFrEF
MR Zile, E O'Meara, B Claggett, MF Prescott… - Journal of the American …, 2019 - jacc.org
Background: Myocardial fibrosis is an important pathophysiological mechanism underlying
the development of heart failure (HF). Given the biochemical targets of sacubitril/valsartan …
the development of heart failure (HF). Given the biochemical targets of sacubitril/valsartan …
AI hybrid survival assessment for advanced heart failure patients with renal dysfunction
G Zhang, Z Wang, Z Tong, Z Qin, C Su, D Li… - Nature …, 2024 - nature.com
Renal dysfunction (RD) often characterizes the worse course of patients with advanced
heart failure (AHF). Many prognosis assessments are hindered by researcher biases …
heart failure (AHF). Many prognosis assessments are hindered by researcher biases …
Heart Failure Association of the European Society of Cardiology position paper on frailty in patients with heart failure
Heart failure (HF) and frailty are two distinct yet commonly associated conditions. The
interplay between the two conditions is complex, due to overlaps in underlying mechanisms …
interplay between the two conditions is complex, due to overlaps in underlying mechanisms …
Outcomes and effect of treatment according to etiology in HFrEF: an analysis of PARADIGM-HF
Objectives: The purpose of this study was to compare outcomes (and the effect of
sacubitril/valsartan) according to etiology in the PARADIGM-HF (Prospective comparison of …
sacubitril/valsartan) according to etiology in the PARADIGM-HF (Prospective comparison of …
Machine learning-based mortality prediction of patients undergoing cardiac resynchronization therapy: the SEMMELWEIS-CRT score
Aims Our aim was to develop a machine learning (ML)-based risk stratification system to
predict 1-, 2-, 3-, 4-, and 5-year all-cause mortality from pre-implant parameters of patients …
predict 1-, 2-, 3-, 4-, and 5-year all-cause mortality from pre-implant parameters of patients …
Predicting the transition to and progression of heart failure with preserved ejection fraction: a weighted risk score using bio-humoural, cardiopulmonary, and …
NR Pugliese, N De Biase, L Gargani… - European Journal of …, 2021 - academic.oup.com
Aims Risk stratification of heart failure (HF) patients with preserved ejection fraction (HFpEF)
can promote a more personalized treatment. We tested the prognostic value of a multi …
can promote a more personalized treatment. We tested the prognostic value of a multi …