Shams Nafisa Ali

CardioXNet: A Novel Lightweight Deep Learning Framework for Cardiovascular Disease Classification Using Heart Sound Recordings

Samiul Based Shuvo, Shams Nafisa Ali, Soham Irtiza Swapnil et al. · IEEE Access · 2021 · 186 citations · Full text

Monkeypox Skin Lesion Detection Using Deep Learning Models: A Feasibility Study

Shams Nafisa Ali, Md. Tazuddin Ahmed, Joydip Paul et al. · arXiv (Cornell University) · 2022 · 126 citations · Full text

Convolutional Neural Network, Engineering, Machine Learning +19

A web-based mpox skin lesion detection system using state-of-the-art deep learning models considering racial diversity

Shams Nafisa Ali, Md. Tazuddin Ahmed, Tasnim Jahan et al. · Biomedical Signal Processing and Control · 2024 · 63 citations

Dermoscopic Image, Image Analysis, Machine Learning +8

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

An End-to-End Deep Learning Framework for Real-Time Denoising of Heart Sounds for Cardiac Disease Detection in Unseen Noise

Shams Nafisa Ali, Samiul Based Shuvo, Muhammad Ishtiaque Sayeed Al-Manzo et al. · IEEE Access · 2023 · 48 citations · Full text

Engineering, Real-time Denoising, Speech Enhancement +19