[HTML][HTML] Bio-medical imaging (X-ray, CT, ultrasound, ECG), genome sequences applications of deep neural network and machine learning in diagnosis, detection …

YH Bhosale, KS Patnaik - Multimedia Tools and Applications, 2023 - Springer
This review investigates how Deep Machine Learning (DML) has dealt with the Covid-19
epidemic and provides recommendations for future Covid-19 research. Despite the fact that …

[HTML][HTML] FP-CNN: Fuzzy pooling-based convolutional neural network for lung ultrasound image classification with explainable AI

MM Hasan, MM Hossain, MM Rahman… - Computers in Biology …, 2023 - Elsevier
The COVID-19 pandemic wreaks havoc on healthcare systems all across the world. In
pandemic scenarios like COVID-19, the applicability of diagnostic modalities is crucial in …

[HTML][HTML] CTMLP: Can MLPs replace CNNs or transformers for COVID-19 diagnosis?

J Sun, P Pi, C Tang, SH Wang, YD Zhang - Computers in Biology and …, 2023 - Elsevier
Abstract Background Convolutional Neural Networks (CNNs) and the hybrid models of
CNNs and Vision Transformers (VITs) are the recent mainstream methods for COVID-19 …