Review on COVID‐19 diagnosis models based on machine learning and deep learning approaches

ZAA Alyasseri, MA Al‐Betar, IA Doush… - Expert …, 2022 - Wiley Online Library
COVID‐19 is the disease evoked by a new breed of coronavirus called the severe acute
respiratory syndrome coronavirus 2 (SARS‐CoV‐2). Recently, COVID‐19 has become a …

A review of epileptic seizure detection using machine learning classifiers

MK Siddiqui, R Morales-Menendez, X Huang… - Brain informatics, 2020 - Springer
Epilepsy is a serious chronic neurological disorder, can be detected by analyzing the brain
signals produced by brain neurons. Neurons are connected to each other in a complex way …

A deep learning and grad-CAM based color visualization approach for fast detection of COVID-19 cases using chest X-ray and CT-Scan images

H Panwar, PK Gupta, MK Siddiqui… - Chaos, Solitons & …, 2020 - Elsevier
The world is suffering from an existential global health crisis known as the COVID-19
pandemic. Countries like India, Bangladesh, and other developing countries are still having …

Application of deep learning for fast detection of COVID-19 in X-Rays using nCOVnet

H Panwar, PK Gupta, MK Siddiqui… - Chaos, Solitons & …, 2020 - Elsevier
Presently, COVID-19 has posed a serious threat to researchers, scientists, health
professionals, and administrations around the globe from its detection to its treatment. The …

Application of deep learning on student engagement in e-learning environments

P Bhardwaj, PK Gupta, H Panwar, MK Siddiqui… - Computers & Electrical …, 2021 - Elsevier
The drastic impact of COVID-19 pandemic is visible in all aspects of our lives including
education. With a distinctive rise in e-learning, teaching methods are being undertaken …

[HTML][HTML] AquaVision: Automating the detection of waste in water bodies using deep transfer learning

H Panwar, PK Gupta, MK Siddiqui… - Case Studies in …, 2020 - Elsevier
Water pollution is one of the serious threats in the society. More than 8 million tons of plastic
are dumped in the oceans each year. In addition to that beaches are littered by tourists and …

Impact of the wind conditions on COVID-19 pandemic: a new insight for direction of the spread of the virus

M Rendana - Urban climate, 2020 - Elsevier
COVID-19 pandemic is the global health crisis of our time. A recent study has found that the
virus can remain viable in air for multiple hours, thus the spread of virus can be affected by …

[HTML][HTML] Machine learning research towards combating COVID-19: Virus detection, spread prevention, and medical assistance

O Shahid, M Nasajpour, S Pouriyeh, RM Parizi… - Journal of Biomedical …, 2021 - Elsevier
COVID-19 was first discovered in December 2019 and has continued to rapidly spread
across countries worldwide infecting thousands and millions of people. The virus is deadly …

A novel CovidDetNet deep learning model for effective COVID-19 infection detection using chest radiograph images

N Ullah, JA Khan, S Almakdi, MS Khan, M Alshehri… - Applied Sciences, 2022 - mdpi.com
The suspected cases of COVID-19 must be detected quickly and accurately to avoid the
transmission of COVID-19 on a large scale. Existing COVID-19 diagnostic tests are slow and …

COVID-WideNet—A capsule network for COVID-19 detection

PK Gupta, MK Siddiqui, X Huang… - Applied Soft …, 2022 - Elsevier
Ever since the outbreak of COVID-19, the entire world is grappling with panic over its rapid
spread. Consequently, it is of utmost importance to detect its presence. Timely diagnostic …