A CNN-based novel solution for determining the survival status of heart failure patients with clinical record data: numeric to image

A new approach for computer-aided detection of coronavirus (COVID-19) from CT and X-ray images using machine learning methods

(2021) Ahmet Saygılı   APPLIED SOFT COMPUTING

Machine learning can predict survival of patients with heart failure from serum creatinine and ejection fraction alone

(2020) Davide Chicco et al.   BMC Medical Informatics and Decision Making

Application of deep learning technique to manage COVID-19 in routine clinical practice using CT images: Results of 10 convolutional neural networks

(2020) Ali Abbasian Ardakani et al.   COMPUTERS IN BIOLOGY AND MEDICINE

Machine learning versus conventional clinical methods in guiding management of heart failure patients—a systematic review

(2020) George Bazoukis et al.   HEART FAILURE REVIEWS

CNN-based transfer learning–BiLSTM network: A novel approach for COVID-19 infection detection

(2020) Muhammet Fatih Aslan et al.   APPLIED SOFT COMPUTING

A new automated CNN deep learning approach for identification of ECG congestive heart failure and arrhythmia using constant-Q non-stationary Gabor transform

(2020) Ahmed S. Eltrass et al.   Biomedical Signal Processing and Control

A convolutional neural network approach to detect congestive heart failure

(2019) Mihaela Porumb et al.   Biomedical Signal Processing and Control

Deep convolutional neural network for the automated diagnosis of congestive heart failure using ECG signals

(2018) U Rajendra Acharya et al.   APPLIED INTELLIGENCE

Automated identification of shockable and non-shockable life-threatening ventricular arrhythmias using convolutional neural network

(2018) U. Rajendra Acharya et al.   Future Generation Computer Systems-The International Journal of eScience

Automated detection of arrhythmias using different intervals of tachycardia ECG segments with convolutional neural network

(2017) U. Rajendra Acharya et al.   INFORMATION SCIENCES

2017 ACC/AHA/HFSA Focused Update of the 2013 ACCF/AHA Guideline for the Management of Heart Failure

(2017) Clyde W. Yancy et al.   JOURNAL OF THE AMERICAN COLLEGE OF CARDIOLOGY

Survival analysis of heart failure patients: A case study

(2017) Tanvir Ahmad et al.   PLoS One

2016 ESC Guidelines for the diagnosis and treatment of acute and chronic heart failure

(2016) Piotr Ponikowski et al.   EUROPEAN HEART JOURNAL

A Reevaluation of the Costs of Heart Failure and Its Implications for Allocation of Health Resources in the United States

(2014) Jeff Voigt et al.   CLINICAL CARDIOLOGY

A Machine Learning System to Improve Heart Failure Patient Assistance

(2014) Gabriele Guidi et al.   IEEE Journal of Biomedical and Health Informatics