Machine learning-based research for COVID-19 detection, diagnosis, and prediction: A survey

Y Meraihi, AB Gabis, S Mirjalili, A Ramdane-Cherif… - SN computer …, 2022 - Springer
The year 2020 experienced an unprecedented pandemic called COVID-19, which impacted
the whole world. The absence of treatment has motivated research in all fields to deal with it …

Deep GRU-CNN model for COVID-19 detection from chest X-rays data

PM Shah, F Ullah, D Shah, A Gani, C Maple… - Ieee …, 2021 - ieeexplore.ieee.org
In the current era, data is growing exponentially due to advancements in smart devices. Data
scientists apply a variety of learning-based techniques to identify underlying patterns in the …

Advanced Hybridization and Optimization of DNNs for Medical Imaging: A Survey on Disease Detection Techniques

MK Bohmrah, H Kaur - Artificial Intelligence Review, 2025 - Springer
Due to the high classification accuracy and fast computational speed offered by Deep
Neural Networks (DNNs), they have been widely used for the design and development of …

Introduction to Big Data Analytics

N Arora, A Singh, V Shahare, G Datta - … the Integration of IoT, Cloud and …, 2023 - Springer
Nowadays, social media and networks, scientific instruments, mobile devices, mobile
devices, and a high volume of information data (tabular data, text files, images, videos …

Advanced Detection of COVID-19 Through X-ray Imaging using CovidFusionNet with Hybrid CNN Fusion and Multi-resolution Analysis.

M Khalid - … Journal of Advanced Computer Science & …, 2023 - search.ebscohost.com
The rapid diagnosis of COVID-19 through imaging is crucial in the current pandemic
scenario. This study introduces the CovidFusionNet, a novel model adapted for efficient …

Performance of CNN for different facial expression images with varying input dataset sizes

N Arora, P Yadav, K Tripathi… - … Conference on Device …, 2023 - ieeexplore.ieee.org
Image classification is one of the computer vision problems. It is a supervised learning
technique, in this, images are classified according to their different characteristics (features) …

Mucormycosis in India: Pathways of Spread in P Patients

N ARORA, A KAKDE, G PANDEY… - … and the Covid-19 …, 2024 - books.google.com
Mucormycosis, renowned as black fungus, is an uncommon and invasive fungal infection
that commonly targets immunocompromised patients. A group of molds called Mucor causes …

COVID-19 and Pneumonia Detection using Hybrid VGG-16 model using Chest X-rays

TP Mathew - … Conference on Innovations in Science and …, 2022 - ieeexplore.ieee.org
The time frame of 2020 to present day 2022 primarily highlights the COVID-19 pandemic.
The humanity is being largely affected by SARS-CoV-2 (The Severe Acute Respiratory …

[PDF][PDF] Adopting Chest X-Ray and Chest CT Images for the Diagnosis of COVID-19 using Image Processing Techniques: Survey

HD Najeeb - MJPS, 2023 - iasj.net
The presence of COVID-19 infection and its threat to human life has led to the urgent need to
contribute to combating it, so global initiatives have emerged to regulate and manage the …

[PDF][PDF] Effects of Covid and its Preventive Measures

A Chopra, V Malhotra - International Journal of Computer Applications - academia.edu
This paper investigates the impacts of corona virus pandemic (COVID-19) and the
vaccination required, as well as prospective policy directions to limit its effects, based on a …