A Novel Model for Detection and Classification Coronavirus (COVID-19) Based on Chest X-Ray Images Using CNN-CapsNet

Autor:	Dahdouh Yousra, Ben Ahmed Mohamed, Anouar Boudhir Abdelhakim
Rok vydání:	2021
Předmět:	medicine.medical_specialty 2019-20 coronavirus outbreak Coronavirus disease 2019 (COVID-19) business.industry Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) medicine X ray image Fast recovery medicine.disease_cause business Intensive care medicine Radiological imaging Coronavirus
Zdroj:	Sustainable Smart Cities and Territories ISBN: 9783030789008 SSCT
DOI:	10.1007/978-3-030-78901-5_17
Popis:	The coronavirus disease 2019 (COVID-19) first emerged in Wuhan China, and spread across the globe with unprecedented effect. It has became a major healthcare challenge threatening health of billions of humans. Due to absence of therapeutic drugs or vaccines for all, discovering this virus in the early stages will help in diagnosis, evaluation and fast recovery using one and most commonly of the key screening approaches being radiological imaging --Chest X-Ray--.
Databáze:	OpenAIRE
Externí odkaz:	https://explore.openaire.eu/search/publication?articleId=doi_________::f56988cae5538b90e2ace504ad239b89 https://doi.org/10.1007/978-3-030-78901-5_17 Zobrazit plný text záznamu