Tanvir Mahmud

CovXNet: A multi-dilation convolutional neural network for automatic COVID-19 and other pneumonia detection from chest X-ray images with transferable multi-receptive feature optimization

Tanvir Mahmud, Md Awsafur Rahman, Shaikh Anowarul Fattah · Computers in Biology and Medicine · 2020 · 517 citations · Full text

Chest X-ray Images, Convolutional Neural Network, Machine Vision +14

PolypSegNet: A modified encoder-decoder architecture for automated polyp segmentation from colonoscopy images

Tanvir Mahmud, Bishmoy Paul, Shaikh Anowarul Fattah · Computers in Biology and Medicine · 2020 · 112 citations

Image Analysis, Engineering, Medical Imaging +14

DeepArrNet: An Efficient Deep CNN Architecture for Automatic Arrhythmia Detection and Classification From Denoised ECG Beats

Tanvir Mahmud, Shaikh Anowarul Fattah, Mohammad Saquib · IEEE Access · 2020 · 65 citations · Full text

A Novel Multi-Stage Training Approach for Human Activity Recognition From Multimodal Wearable Sensor Data Using Deep Neural Network

Tanvir Mahmud, Ali Sayyed, Shaikh Anowarul Fattah et al. · IEEE Sensors Journal · 2020 · 48 citations · Full text

CovTANet: A Hybrid Tri-Level Attention-Based Network for Lesion Segmentation, Diagnosis, and Severity Prediction of COVID-19 Chest CT Scans

Tanvir Mahmud, Md. Jahin Alam, Sakib Chowdhury et al. · IEEE Transactions on Industrial Informatics · 2020 · 48 citations · Full text