Chest X-ray analysis empowered with deep learning: A systematic review

Deep Ensemble Model for Classification of Novel Coronavirus in Chest X-Ray Images

(2021) Fareed Ahmad et al.   Computational Intelligence and Neuroscience

Exploring the Effect of Image Enhancement Techniques on COVID-19 Detection using Chest X-rays Images

(2021) Tawsifur Rahman et al.   COMPUTERS IN BIOLOGY AND MEDICINE

Convolutional capsule network for COVID ‐19 detection using radiography images

(2021) Shamik Tiwari et al.   INTERNATIONAL JOURNAL OF IMAGING SYSTEMS AND TECHNOLOGY

COVID-19 Detection from Chest X-ray Images Using Feature Fusion and Deep Learning

(2021) Nur-A-Alam Alam et al.   SENSORS

An Efficient CNN Model for COVID-19 Disease Detection Based on X-Ray Image Classification

(2021) Aijaz Ahmad Reshi et al.   COMPLEXITY

COVID-19: Automatic detection from X-ray images by utilizing deep learning methods

(2021) Bhawna Nigam et al.   EXPERT SYSTEMS WITH APPLICATIONS

Deep learning for chest X-ray analysis: A survey

(2021) Erdi Çallı et al.   MEDICAL IMAGE ANALYSIS

Artificial Neural Network-Based Deep Learning Model for COVID-19 Patient Detection Using X-Ray Chest Images

(2021) Mohammad Shorfuzzaman et al.   Journal of Healthcare Engineering

A Novel Transfer Learning Based Approach for Pneumonia Detection in Chest X-ray Images

(2020) Vikash Chouhan et al.   Applied Sciences-Basel

Application of Deep Learning for Fast Detection of COVID-19 in X-Rays using nCOVnet

(2020) Harsh Panwar et al.   CHAOS SOLITONS & FRACTALS

Deep learning COVID-19 detection bias: accuracy through artificial intelligence

(2020) Shashank Vaid et al.   INTERNATIONAL ORTHOPAEDICS

A Novel Medical Diagnosis model for COVID-19 infection detection based on Deep Features and Bayesian Optimization

(2020) Majid Nour et al.   APPLIED SOFT COMPUTING

Accuracy of deep learning for automated detection of pneumonia using chest X-Ray images: A systematic review and meta-analysis

(2020) Yuanyuan Li et al.   COMPUTERS IN BIOLOGY AND MEDICINE

COVID-19 detection using deep learning models to exploit Social Mimic Optimization and structured chest X-ray images using fuzzy color and stacking approaches

(2020) Mesut Toğaçar et al.   COMPUTERS IN BIOLOGY AND MEDICINE

Automated detection of COVID-19 cases using deep neural networks with X-ray images

(2020) Tulin Ozturk et al.   COMPUTERS IN BIOLOGY AND MEDICINE

Deep Convolutional Neural Networks based Classification model for COVID-19 Infected Patients using Chest X-ray Images

(2020) Dilbag Singh et al.   INTERNATIONAL JOURNAL OF PATTERN RECOGNITION AND ARTIFICIAL INTELLIGENCE

COVIDiagnosis-Net: Deep Bayes-SqueezeNet based diagnosis of the coronavirus disease 2019 (COVID-19) from X-ray images

(2020) Ferhat Ucar et al.   MEDICAL HYPOTHESES

Efficient Pneumonia Detection in Chest Xray Images Using Deep Transfer Learning

(2020) Mohammad Farukh Hashmi et al.   Diagnostics

Classification of COVID-19 in chest X-ray images using DeTraC deep convolutional neural network

(2020) Asmaa Abbas et al.   APPLIED INTELLIGENCE

COVID-CAPS: A capsule network-based framework for identification of COVID-19 cases from X-ray images

(2020) Parnian Afshar et al.   PATTERN RECOGNITION LETTERS

Detection of COVID-19 from Chest X-Ray Images Using Convolutional Neural Networks

(2020) Boran Sekeroglu et al.   SLAS Technology

A survey on artificial intelligence approaches in supporting frontline workers and decision makers for the COVID-19 pandemic

(2020) Jawad Rasheed et al.   CHAOS SOLITONS & FRACTALS

Deep learning and medical image processing for coronavirus (COVID-19) pandemic: A survey

(2020) Sweta Bhattacharya et al.   Sustainable Cities and Society

An Efficient Deep Learning Approach to Pneumonia Classification in Healthcare

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

SDFN: Segmentation-based Deep Fusion Network for Thoracic Disease Classification in Chest X-ray Images

(2019) Han Liu et al.   COMPUTERIZED MEDICAL IMAGING AND GRAPHICS

A survey of techniques for optimizing deep learning on GPUs

(2019) Sparsh Mittal et al.   JOURNAL OF SYSTEMS ARCHITECTURE

Identifying pneumonia in chest X-rays: A deep learning approach

(2019) Amit Kumar Jaiswal et al.   MEASUREMENT

PRISMA Extension for Scoping Reviews (PRISMA-ScR): Checklist and Explanation

(2018) Andrea C. Tricco et al.   ANNALS OF INTERNAL MEDICINE

Towards better exploiting convolutional neural networks for remote sensing scene classification

(2017) Keiller Nogueira et al.   PATTERN RECOGNITION

Convolutional Neural Networks for Medical Image Analysis: Full Training or Fine Tuning?

(2016) Nima Tajbakhsh et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

The Systematic Review

(2014) Edoardo Aromataris et al.   AMERICAN JOURNAL OF NURSING

Lung Segmentation in Chest Radiographs Using Anatomical Atlases With Nonrigid Registration

(2013) Sema Candemir et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

Automatic Tuberculosis Screening Using Chest Radiographs

(2013) Stefan Jaeger et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING