Search Results for author: Md. Muhtadir Rahman

Found 3 papers, 0 papers with code

An Ensemble-based Multi-Criteria Decision Making Method for COVID-19 Cough Classification

no code implementations1 Oct 2021 Nihad Karim Chowdhury, Muhammad Ashad Kabir, Md. Muhtadir Rahman

To address this issue, in this paper, we propose an ensemble-based multi-criteria decision making (MCDM) method for selecting top performance machine learning technique(s) for COVID-19 cough classification.

BIG-bench Machine Learning Decision Making +1

ECOVNet: An Ensemble of Deep Convolutional Neural Networks Based on EfficientNet to Detect COVID-19 From Chest X-rays

no code implementations24 Sep 2020 Nihad Karim Chowdhury, Muhammad Ashad Kabir, Md. Muhtadir Rahman, Noortaz Rezoana

This paper proposed an ensemble of deep convolutional neural networks (CNN) based on EfficientNet, named ECOVNet, to detect COVID-19 using a large chest X-ray data set.

PDCOVIDNet: A Parallel-Dilated Convolutional Neural Network Architecture for Detecting COVID-19 from Chest X-Ray Images

no code implementations29 Jul 2020 Nihad Karim Chowdhury, Md. Muhtadir Rahman, Muhammad Ashad Kabir

The experimental results demonstrate that our proposed method significantly improves performance metrics: accuracy, precision, recall, and F1 scores reach 96. 58%, 96. 58%, 96. 59%, and 96. 58%, respectively, which is comparable or enhanced compared with the state-of-the-art methods.

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