Four Types of Multiclass Frameworks for Pneumonia Classification and Its Validation in X-ray Scans Using Seven Types of Deep Learning Artificial Intelligence Models

An artificial intelligence framework and its bias for brain tumor segmentation: A narrative review

(2022) Suchismita Das et al.   COMPUTERS IN BIOLOGY AND MEDICINE

Cardiovascular disease detection using machine learning and carotid/femoral arterial imaging frameworks in rheumatoid arthritis patients

(2022) George Konstantonis et al.   RHEUMATOLOGY INTERNATIONAL

The COVID-19 Infection Diffusion in the US and Japan: A Graph-Theoretical Approach

(2022) Mohammad Reza Davahli et al.   Biology-Basel

Ultrasound-based internal carotid artery plaque characterization using deep learning paradigm on a supercomputer: a cardiovascular disease/stroke risk assessment system

(2021) Luca Saba et al.   INTERNATIONAL JOURNAL OF CARDIOVASCULAR IMAGING

Covid-19: New UK variant may be linked to increased death rate, early data indicate

(2021) Gareth Iacobucci   BMJ-British Medical Journal

Fast automated detection of COVID-19 from medical images using convolutional neural networks

(2021) Shuang Liang et al.   Communications Biology

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

Wilson disease tissue classification and characterization using seven artificial intelligence models embedded with 3D optimization paradigm on a weak training brain magnetic resonance imaging datasets: a supercomputer application

(2021) Mohit Agarwal et al.   MEDICAL & BIOLOGICAL ENGINEERING & COMPUTING

Six artificial intelligence paradigms for tissue characterisation and classification of non-COVID-19 pneumonia against COVID-19 pneumonia in computed tomography lungs

(2021) Luca Saba et al.   International Journal of Computer Assisted Radiology and Surgery

Bidirectional link between diabetes mellitus and coronavirus disease 2019 leading to cardiovascular disease: A narrative review

(2021) Vijay Viswanathan et al.   World Journal of Diabetes

Complications in COVID-19 patients: Characteristics of pulmonary embolism

(2021) Riccardo Cau et al.   CLINICAL IMAGING

A Deep Learning Based Approach for Automatic Detection of COVID-19 Cases using Chest X-Ray Images

(2021) Abhijit Bhattacharyya et al.   Biomedical Signal Processing and Control

Hybrid deep learning segmentation models for atherosclerotic plaque in internal carotid artery B-mode ultrasound

(2021) Pankaj K. Jain et al.   COMPUTERS IN BIOLOGY AND MEDICINE

Learning discriminative representation for image classification

(2021) Chong Peng et al.   KNOWLEDGE-BASED SYSTEMS

Toward understanding COVID-19 pneumonia: a deep-learning-based approach for severity analysis and monitoring the disease

(2021) Mohammadreza Zandehshahvar et al.   Scientific Reports

A multi model ensemble based deep convolution neural network structure for detection of COVID19

(2021) Sagar Deep Deb et al.   Biomedical Signal Processing and Control

Artificial intelligence-based hybrid deep learning models for image classification: The first narrative review

(2021) Biswajit Jena et al.   COMPUTERS IN BIOLOGY AND MEDICINE

Detection and analysis of COVID-19 in medical images using deep learning techniques

(2021) Dandi Yang et al.   Scientific Reports

Ten Fast Transfer Learning Models for Carotid Ultrasound Plaque Tissue Characterization in Augmentation Framework Embedded with Heatmaps for Stroke Risk Stratification

(2021) Skandha S. Sanagala et al.   Diagnostics

Unseen Artificial Intelligence—Deep Learning Paradigm for Segmentation of Low Atherosclerotic Plaque in Carotid Ultrasound: A Multicenter Cardiovascular Study

(2021) Pankaj K. Jain et al.   Diagnostics

COVID-19 diagnosis from chest x-rays: developing a simple, fast, and accurate neural network

(2021) Vasilis Nikolaou et al.   Health Information Science and Systems

Radiology Perspective of Coronavirus Disease 2019 (COVID-19): Lessons From Severe Acute Respiratory Syndrome and Middle East Respiratory Syndrome

(2020) Melina Hosseiny et al.   AMERICAN JOURNAL OF ROENTGENOLOGY

Molecular Diagnosis of a Novel Coronavirus (2019-nCoV) Causing an Outbreak of Pneumonia

(2020) Daniel K W Chu et al.   CLINICAL CHEMISTRY

Detection of 2019 novel coronavirus (2019-nCoV) by real-time RT-PCR

(2020) Victor M Corman et al.   Eurosurveillance

Recent advances in the detection of respiratory virus infection in humans

(2020) Naru Zhang et al.   JOURNAL OF MEDICAL VIROLOGY

Epidemiological and clinical characteristics of 99 cases of 2019 novel coronavirus pneumonia in Wuhan, China: a descriptive study

(2020) Nanshan Chen et al.   LANCET

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

(2020) Chaolin Huang et al.   LANCET

Localization of common carotid artery transverse section in B-mode ultrasound images using faster RCNN: a deep learning approach

(2020) Pankaj K. Jain et al.   MEDICAL & BIOLOGICAL ENGINEERING & COMPUTING

A Novel Coronavirus from Patients with Pneumonia in China, 2019

(2020) Na Zhu et al.   NEW ENGLAND JOURNAL OF MEDICINE

CT Imaging Features of 2019 Novel Coronavirus (2019-nCoV)

(2020) Michael Chung et al.   RADIOLOGY

Coronavirus Disease 2019 (COVID-19): A Systematic Review of Imaging Findings in 919 Patients

(2020) Sana Salehi et al.   AMERICAN JOURNAL OF ROENTGENOLOGY

Neurological manifestations in COVID‐19 caused by SARS‐CoV‐2

(2020) Abdul Mannan Baig   CNS Neuroscience & Therapeutics

Multiclass magnetic resonance imaging brain tumor classification using artificial intelligence paradigm

(2020) Gopal S. Tandel et al.   COMPUTERS IN BIOLOGY AND MEDICINE

Detection of SARS-CoV-2 in Different Types of Clinical Specimens

(2020) Wenling Wang et al.   JAMA-JOURNAL OF THE AMERICAN MEDICAL ASSOCIATION

Clinical and CT imaging features of the COVID-19 pneumonia: Focus on pregnant women and children

(2020) Huanhuan Liu et al.   JOURNAL OF INFECTION

Stability issues of RT-PCR testing of SARS-CoV-2 for hospitalized patients clinically diagnosed with COVID-19

(2020) Yafang Li et al.   JOURNAL OF MEDICAL VIROLOGY

Deep convolutional neural networks with transfer learning for automated brain image classification

(2020) Taranjit Kaur et al.   MACHINE VISION AND APPLICATIONS

Assessment of Deaths From COVID-19 and From Seasonal Influenza

(2020) Jeremy Samuel Faust et al.   JAMA Internal Medicine

Point-of-Care RNA-Based Diagnostic Device for COVID-19

(2020) Ting Yang et al.   Diagnostics

Segmentation of MRI data using multi-objective antlion based improved fuzzy c-means

(2020) Munendra Singh et al.   Biocybernetics and Biomedical Engineering

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

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

A biological image classification method based on improved CNN

(2020) Jiaohua Qin et al.   Ecological Informatics

Deep Learning COVID-19 Features on CXR Using Limited Training Data Sets

(2020) Yujin Oh et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

Excess Deaths From COVID-19 and Other Causes, March-April 2020

(2020) Steven H. Woolf et al.   JAMA-JOURNAL OF THE AMERICAN MEDICAL ASSOCIATION

Deep learning based detection and analysis of COVID-19 on chest X-ray images

(2020) Rachna Jain et al.   APPLIED INTELLIGENCE

3-D optimized classification and characterization artificial intelligence paradigm for cardiovascular/stroke risk stratification using carotid ultrasound-based delineated plaque: Atheromatic™ 2.0

(2020) Sanagala S. Skandha et al.   COMPUTERS IN BIOLOGY AND MEDICINE

COVID-19 in Italy: An Analysis of Death Registry Data

(2020) Gabriele Ciminelli et al.   JOURNAL OF PUBLIC HEALTH

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

Automatically Designing CNN Architectures Using the Genetic Algorithm for Image Classification

(2020) Yanan Sun et al.   IEEE Transactions on Cybernetics

Reported quality of life in countries with cases of COVID19: a systematic review

(2020) Maria Eduarda Melo-Oliveira et al.   Expert Review of Respiratory Medicine

CoroDet: A deep learning based classification for COVID-19 detection using chest X-ray images

(2020) Emtiaz Hussain et al.   CHAOS SOLITONS & FRACTALS

Estimating the false-negative test probability of SARS-CoV-2 by RT-PCR

(2020) Paul S Wikramaratna et al.   Eurosurveillance

Imaging in COVID-19-related myocardial injury

(2020) Riccardo Cau et al.   INTERNATIONAL JOURNAL OF CARDIOVASCULAR IMAGING

Deaths From COVID-19

(2020) Howard K. Koh et al.   JAMA-JOURNAL OF THE AMERICAN MEDICAL ASSOCIATION

Application of deep learning techniques for detection of COVID-19 cases using chest X-ray images: A comprehensive study

(2020) Soumya Ranjan Nayak et al.   Biomedical Signal Processing and Control

A Review on a Deep Learning Perspective in Brain Cancer Classification

(2019) Gopal S. Tandel et al.   Cancers

A Novel Deep Learning based Framework for the Detection and Classification of Breast Cancer Using Transfer Learning

(2019) SanaUllah Khan et al.   PATTERN RECOGNITION LETTERS

Added Value of Ultra–low-dose Computed Tomography, Dose Equivalent to Chest X-Ray Radiography, for Diagnosing Chest Pathology

(2019) Lucia J.M. Kroft et al.   JOURNAL OF THORACIC IMAGING

The present and future of deep learning in radiology

(2019) Luca Saba et al.   EUROPEAN JOURNAL OF RADIOLOGY

Deep Transfer Learning for Few-Shot SAR Image Classification

(2019) Mohammad Rostami et al.   Remote Sensing

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

(2019) Amit Kumar Jaiswal et al.   MEASUREMENT

Effects of Image Degradation and Degradation Removal to CNN-Based Image Classification

(2019) Yanting Pei et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

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

(2018) Daniel S. Kermany et al.   CELL

A Survey on Coronary Atherosclerotic Plaque Tissue Characterization in Intravascular Optical Coherence Tomography

(2018) Alberto Boi et al.   Current Atherosclerosis Reports

A new image classification method using CNN transfer learning and web data augmentation

(2018) Dongmei Han et al.   EXPERT SYSTEMS WITH APPLICATIONS

Diverse Region-Based CNN for Hyperspectral Image Classification

(2018) Mengmeng Zhang et al.   IEEE TRANSACTIONS ON IMAGE PROCESSING

A hybrid MLP-CNN classifier for very fine resolution remotely sensed image classification

(2018) Ce Zhang et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Optimized Multistable Stochastic Resonance for the Enhancement of Pituitary Microadenoma in MRI

(2018) Munendra Singh et al.   IEEE Journal of Biomedical and Health Informatics

SD-CNN: a Shallow-Deep CNN for Improved Breast Cancer Diagnosis

(2018) Fei Gao et al.   COMPUTERIZED MEDICAL IMAGING AND GRAPHICS

An Optimized Cascaded Stochastic Resonance for the Enhancement of Brain MRI

(2018) M. Singh et al.   IRBM

Active Transfer Learning Network: A Unified Deep Joint Spectral–Spatial Feature Learning Model for Hyperspectral Image Classification

(2018) Cheng Deng et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

SAR Target Image Classification Based on Transfer Learning and Model Compression

(2018) Chengliang Zhong et al.   IEEE Geoscience and Remote Sensing Letters

Going Deeper With Contextual CNN for Hyperspectral Image Classification

(2017) Hyungtae Lee et al.   IEEE TRANSACTIONS ON IMAGE PROCESSING

Extreme Learning Machine Framework for Risk Stratification of Fatty Liver Disease Using Ultrasound Tissue Characterization

(2017) Venkatanareshbabu Kuppili et al.   JOURNAL OF MEDICAL SYSTEMS

Plaque Tissue Morphology-Based Stroke Risk Stratification Using Carotid Ultrasound: A Polling-Based PCA Learning Paradigm

(2017) Luca Saba et al.   JOURNAL OF MEDICAL SYSTEMS

Convolutional neural networks for hyperspectral image classification

(2017) Shiqi Yu et al.   NEUROCOMPUTING

Speckle reduction in medical ultrasound images using an unbiased non-local means method

(2016) P.V. Sudeep et al.   Biomedical Signal Processing and Control

HCP: A Flexible CNN Framework for Multi-Label Image Classification

(2016) Yunchao Wei et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE