CardioXNet: A Novel Lightweight CRNN Framework for Classifying Cardiovascular Diseases from Phonocardiogram Recordings. - Samiul Based Shuvo; Shams Nafisa Ali; Soham Irtiza Swapnil (CoRR, 2020)

CardioXNet: A Novel Lightweight Deep Learning Framework for Cardiovascular Disease Classification Using Heart Sound Recordings. - Samiul Based Shuvo; Shams Nafisa Ali; Soham Irtiza Swapnil; Mabrook S. Al-Rakhami; Abdu Gumaei (IEEE Access, 2021)

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; Shams Nafisa Ali; Md Maisoon Rahman; Shaikh Anowarul Fattah; Mohammad Saquib (IEEE Trans. Ind. Informatics, 2021)

A Lightweight CNN Model for Detecting Respiratory Diseases From Lung Auscultation Sounds Using EMD-CWT-Based Hybrid Scalogram. - Samiul Based Shuvo; Shams Nafisa Ali; Soham Irtiza Swapnil; Taufiq Hasan; Mohammed Imamul Hassan Bhuiyan (IEEE J. Biomed. Health Informatics, 2021)

Monkeypox Skin Lesion Detection Using Deep Learning Models: A Feasibility Study. - Shams Nafisa Ali; Md. Tazuddin Ahmed; Joydip Paul; Tasnim Jahan; S. M. Sakeef Sani; Nawsabah Noor; Taufiq Hasan (CoRR, 2022)

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; Anwarul Hasan; Taufiq Hasan (IEEE Access, 2023)

Benchmarking Deep Learning Frameworks for Automated Diagnosis of Ocular Toxoplasmosis: A Comprehensive Approach to Classification and Segmentation. - Syed Samiul Alam; Samiul Based Shuvo; Shams Nafisa Ali; Fardeen Ahmed; Arbil Chakma; Yeong Min Jang (IEEE Access, 2024)

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; Joydip Paul; S. M. Sakeef Sani; Nawsabah Noor; Anzirun Nahar Asma; Taufiq Hasan (Biomed. Signal Process. Control., 2024)

BUET Multi-disease Heart Sound Dataset: A Comprehensive Auscultation Dataset for Developing Computer-Aided Diagnostic Systems. - Shams Nafisa Ali; Afia Zahin; Samiul Based Shuvo; Nusrat Binta Nizam; Shoyad Ibn Sabur Khan Nuhash; Sayeed Sajjad Razin; S. M. Sakeef Sani; Farihin Rahman; Nawshad Binta Nizam; Farhat Binte Azam; Rakib Hossen; Sumaiya Ohab; et al. (CoRR, 2024)