Cargando…

Artificial intelligence algorithm for predicting mortality of patients with acute heart failure

AIMS: This study aimed to develop and validate deep-learning-based artificial intelligence algorithm for predicting mortality of AHF (DAHF). METHODS AND RESULTS: 12,654 dataset from 2165 patients with AHF in two hospitals were used as train data for DAHF development, and 4759 dataset from 4759 patie...

Descripción completa

Detalles Bibliográficos
Autores principales:	Kwon, Joon-myoung, Kim, Kyung-Hee, Jeon, Ki-Hyun, Lee, Sang Eun, Lee, Hae-Young, Cho, Hyun-Jai, Choi, Jin Oh, Jeon, Eun-Seok, Kim, Min-Seok, Kim, Jae-Joong, Hwang, Kyung-Kuk, Chae, Shung Chull, Baek, Sang Hong, Kang, Seok-Min, Choi, Dong-Ju, Yoo, Byung-Su, Kim, Kye Hun, Park, Hyun-Young, Cho, Myeong-Chan, Oh, Byung-Hee
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	Public Library of Science 2019
Materias:	Research Article
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6613702/ https://www.ncbi.nlm.nih.gov/pubmed/31283783 http://dx.doi.org/10.1371/journal.pone.0219302

Ejemplares similares

Prognostic Impact and Predictors of New-Onset Atrial Fibrillation in Heart Failure
por: Choi, Hyo-In, et al.
Publicado: (2022)

Coronary artery bypass graft versus percutaneous coronary intervention in acute heart failure
por: Lee, Sang Eun, et al.
Publicado: (2020)

Clinical Characteristics and Outcome of Acute Heart Failure in Korea: Results from the Korean Acute Heart Failure Registry (KorAHF)
por: Lee, Sang Eun, et al.
Publicado: (2017)

Management and Prognosis of Heart Failure in Octogenarians: Final Report from the KorAHF Registry
por: Oh, Gyu Chul, et al.
Publicado: (2020)

Nutritional risk index as a predictor of mortality in acutely decompensated heart failure
por: Cho, Jae Yeong, et al.
Publicado: (2018)

Admission Hyperglycemia as a Predictor of Mortality in Acute Heart Failure: Comparison between the Diabetics and Non-Diabetics
por: Cho, Jae Yeong, et al.
Publicado: (2020)

Prognostic Value of QRS Duration among Patients with Cardiogenic Shock Complicating Acute Heart Failure: Data from the Korean Acute Heart Failure (KorAHF) Registry
por: Hong, Jung Ae, et al.
Publicado: (2020)

The Prescription Characteristics, Efficacy and Safety of Spironolactone in Real-World Patients With Acute Heart Failure Syndrome: A Prospective Nationwide Cohort Study
por: Na, Soo Jin, et al.
Publicado: (2022)

Corrigendum: The Prescription Characteristics, Efficacy and Safety of Spironolactone in Real-World Patients With Acute Heart Failure Syndrome: A Prospective Nationwide Cohort Study
por: Na, Soo Jin, et al.
Publicado: (2022)

Determinants of left ventricular function improvement for cardiac resynchronization therapy candidates
por: Hong, Jung Ae, et al.
Publicado: (2021)

Predictors and Prognostic Value of Worsening Renal Function During Admission in HFpEF Versus HFrEF: Data From the KorAHF (Korean Acute Heart Failure) Registry
por: Kang, Jeehoon, et al.
Publicado: (2018)

Real‐world eligibility for vericiguat in decompensated heart failure with reduced ejection fraction
por: Oh, Jaewon, et al.
Publicado: (2022)

Real-World Eligibility for Sacubitril/Valsartan in Heart Failure with Reduced Ejection Fraction Patients in Korea: Data from the Korean Acute Heart Failure (KorAHF) Registry
por: Oh, Jaewon, et al.
Publicado: (2019)

In-hospital glycemic variability and all-cause mortality among patients hospitalized for acute heart failure
por: Chun, Kyeong-Hyeon, et al.
Publicado: (2022)

J-curve relationship between corrected QT interval and mortality in acute heart failure patients
por: Park, Chan Soon, et al.
Publicado: (2020)

Neutrophil-Lymphocyte Ratio in Patients with Acute Heart Failure Predicts In-Hospital and Long-Term Mortality
por: Cho, Jun Hwan, et al.
Publicado: (2020)

β‐Blockers and 1‐Year Postdischarge Mortality for Heart Failure and Reduced Ejection Fraction and Slow Discharge Heart Rate
por: Park, Jin Joo, et al.
Publicado: (2019)

Modified reverse shock index predicts early outcomes of heart failure with reduced ejection fraction
por: Oh, Gyu Chul, et al.
Publicado: (2022)

Impact of Cardiac Troponin Elevation on Mortality of Patients with Acute Heart Failure: Insights from the Korea Acute Heart Failure (KorAHF) Registry
por: Lee, Nuri, et al.
Publicado: (2022)

Effects of Widespread Inotrope Use in Acute Heart Failure Patients
por: Kang, Jeehoon, et al.
Publicado: (2018)

Guideline-directed medical therapy in elderly patients with heart failure with reduced ejection fraction: a cohort study
por: Seo, Won-Woo, et al.
Publicado: (2020)

Guideline‐Directed Medical Therapy for Patients With Heart Failure With Midrange Ejection Fraction: A Patient‐Pooled Analysis From the KorHF and KorAHF Registries
por: Choi, Ki Hong, et al.
Publicado: (2018)

Implantable Cardioverter-defibrillator Utilization and Its Outcomes in Korea: Data from Korean Acute Heart Failure Registry
por: Cho, Youngjin, et al.
Publicado: (2020)

The mortality benefit of carvedilol versus bisoprolol in patients with heart failure with reduced ejection fraction
por: Choi, Ki Hong, et al.
Publicado: (2019)

Prognostic Implication of Ventricular Conduction Disturbance Pattern in Hospitalized Patients with Acute Heart Failure Syndrome
por: Lee, Ji Hyun, et al.
Publicado: (2019)

Heart failure and atrial fibrillation: tachycardia‐mediated acute decompensation
por: Park, Jin Joo, et al.
Publicado: (2021)

Prognostic Significance of Left Axis Deviation in Acute Heart Failure Patients with Left Bundle branch block: an Analysis from the Korean Acute Heart Failure (KorAHF) Registry
por: Choi, Ki Hong, et al.
Publicado: (2018)

Characteristics, Outcomes, and Treatment of Heart Failure With Improved Ejection Fraction
por: Park, Chan Soon, et al.
Publicado: (2019)

Impact of successful restoration of sinus rhythm in patients with atrial fibrillation and acute heart failure: Results from the Korean Acute Heart Failure registry
por: Cho, Youngjin, et al.
Publicado: (2022)

Impact of diabetes mellitus on mortality in patients with acute heart failure: a prospective cohort study
por: Kong, Min Gyu, et al.
Publicado: (2020)

C-reactive protein and statins in heart failure with reduced and preserved ejection fraction
por: Park, Jin Joo, et al.
Publicado: (2022)

Beta-Blockers in Patients with Heart Failure with Preserved Ejection Fraction: Results from The Korea Acute Heart Failure (KorAHF) Registry
por: Kim, Sung-Hwan, et al.
Publicado: (2018)

Trends in Hospitalized Acute Myocardial Infarction Patients with Heart Failure in Korea at 1998 and 2008
por: Youn, Jong-Chan, et al.
Publicado: (2014)

Relation of Renal Function with Left Ventricular Systolic Function and NT-proBNP Level and Its Prognostic Implication in Heart Failure with Preserved versus Reduced Ejection Fraction: an analysis from the Korean Heart Failure (KorHF) Registry
por: Park, Chan Soon, et al.
Publicado: (2017)

Beta-blocker Therapy at Discharge in Patients with Acute Heart Failure and Atrial Fibrillation
por: Ahn, Min-Soo, et al.
Publicado: (2020)

The limited prognostic role of echocardiograms in short-term follow-up after acute decompensated heart failure: An analysis of the Korean Heart Failure (KorHF) Registry
por: Kim, Sung Hea, et al.
Publicado: (2017)

The Korean Organ Transplant Registry (KOTRY): Second Official Adult Heart Transplant Report
por: Kim, Darae, et al.
Publicado: (2019)

Korean Guidelines for Diagnosis and Management of Chronic Heart Failure
por: Kim, Min-Seok, et al.
Publicado: (2017)

Clinical features of idiopathic restrictive cardiomyopathy: A retrospective multicenter cohort study over 2 decades
por: Hong, Jung Ae, et al.
Publicado: (2017)

KSHF Guidelines for the Management of Acute Heart Failure: Part III. Specific Management of Acute Heart Failure According to the Etiology and Co-morbidity
por: Kim, Min-Seok, et al.
Publicado: (2018)

Cannot write session to /tmp/vufind_sessions/sess_i4ttvhcrbgp9ughajc55v96pvm