Deploying Machine and Deep Learning Models for Efficient Data-Augmented Detection of COVID-19 Infections

Predict pneumonia with chest X-ray images based on convolutional deep neural learning networks

(2020) Huaiguang Wu et al.   JOURNAL OF INTELLIGENT & FUZZY SYSTEMS

Clinical characteristics and intrauterine vertical transmission potential of COVID-19 infection in nine pregnant women: a retrospective review of medical records

(2020) Huijun Chen et al.   LANCET

Clinical features of patients infected with 2019 novel coronavirus in Wuhan, China

(2020) Chaolin Huang et al.   LANCET

Turbulent Gas Clouds and Respiratory Pathogen Emissions

(2020) Lydia Bourouiba   JAMA-JOURNAL OF THE AMERICAN MEDICAL ASSOCIATION

Coronavirus Disease 19 (COVID-19): Implications for Clinical Dental Care

(2020) Amber Ather et al.   JOURNAL OF ENDODONTICS

Multi-domain modeling of atrial fibrillation detection with twin attentional convolutional long short-term memory neural networks

(2020) Yanrui Jin et al.   KNOWLEDGE-BASED SYSTEMS

Clinical course and risk factors for mortality of adult inpatients with COVID-19 in Wuhan, China: a retrospective cohort study

(2020) Fei Zhou et al.   LANCET

Detection of myocardial infarction based on novel deep transfer learning methods for urban healthcare in smart cities

(2020) Ahmed Alghamdi et al.   MULTIMEDIA TOOLS AND APPLICATIONS

Within the Lack of Chest COVID-19 X-ray Dataset: A Novel Detection Model Based on GAN and Deep Transfer Learning

(2020) Mohamed Loey et al.   Symmetry-Basel

A novel blood pressure estimation method based on the classification of oscillometric waveforms using machine-learning methods

(2020) Ahmed S. Alghamdi et al.   APPLIED ACOUSTICS

The pathogenesis and treatment of the `Cytokine Storm' in COVID-19

(2020) Qing Ye et al.   JOURNAL OF INFECTION

An Efficient Deep Learning Approach to Pneumonia Classification in Healthcare

(2019) Okeke Stephen et al.   Journal of Healthcare Engineering

Prediction of premature all-cause mortality: A prospective general population cohort study comparing machine-learning and standard epidemiological approaches

(2019) Stephen F. Weng et al.   PLoS One

A transfer learning method with deep residual network for pediatric pneumonia diagnosis

(2019) Gaobo Liang et al.   COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE

EEG-based user identification system using 1D-convolutional long short-term memory neural networks

(2019) Yingnan Sun et al.   EXPERT SYSTEMS WITH APPLICATIONS

Deep learning approach on information diffusion in heterogeneous networks

(2019) Soheila Molaei et al.   KNOWLEDGE-BASED SYSTEMS

Differential diagnosis of Parkinson and essential tremor with convolutional LSTM networks

(2019) Ayse Betul Oktay et al.   Biomedical Signal Processing and Control

Identifying Medical Diagnoses and Treatable Diseases by Image-Based Deep Learning

(2018) Daniel S. Kermany et al.   CELL

Detection of abnormal heart conditions based on characteristics of ECG signals

(2018) Mohamed Hammad et al.   MEASUREMENT

Very deep feature extraction and fusion for arrhythmias detection

(2018) Moussa Amrani et al.   NEURAL COMPUTING & APPLICATIONS

Dromedary Camels and the Transmission of Middle East Respiratory Syndrome Coronavirus (MERS-CoV)

(2015) M. G. Hemida et al.   Transboundary and Emerging Diseases

Emerging infectious diseases and pandemic potential: status quo and reducing risk of global spread

(2014) Brian McCloskey et al.   LANCET INFECTIOUS DISEASES

Robust algorithm for brain magnetic resonance image (MRI) classification based on GARCH variances series

(2013) Hashem Kalbkhani et al.   Biomedical Signal Processing and Control

Multiterminal Source Coding Under Logarithmic Loss

(2013) Thomas A. Courtade et al.   IEEE TRANSACTIONS ON INFORMATION THEORY