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Shams Nafisa Ali | Researchclopedia

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Shams Nafisa Ali

The University of Texas at Austin ORCID

32

Works

545

Citations

8

h-index

7

i10-index

Research Topics

Phonocardiography and Auscultation Techniques COVID-19 diagnosis using AI Lung Cancer Diagnosis and Treatment

Affiliations

Johns Hopkins University2022–2023

Bangladesh University of Engineering and Technology2020–2025

mHealth (Kenya)2022–2023

Dhaka University of Engineering & Technology2020–2020

Qatar University2022–2023

Top Works

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

Samiul Based Shuvo,Shams Nafisa Ali,et al.

2021191 citations

Herpesvirus Infections and Treatments

Music and Audio Processing

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

Shams Nafisa Ali,Md. Tazuddin Ahmed,et al.

2022126 citations

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,et al.

202468 citations

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,et al.

202349 citations

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,et al.

202048 citations

Benchmarking Deep Learning Frameworks for Automated Diagnosis of Ocular Toxoplasmosis: A Comprehensive Approach to Classification and Segmentation

Syed Samiul Alam,Samiul Based Shuvo,et al.

202418 citations

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,et al.

202310 citations

A Lightweight CNN Model for Detecting Respiratory Diseases From Lung Auscultation Sounds Using EMD-CWT-Based Hybrid Scalogram

Samiul Based Shuvo,Shams Nafisa Ali,et al.

20209 citations

A RNN Based Parallel Deep Learning Framework for Detecting Sentiment Polarity from Twitter Derived Textual Data

Sakib Chowdhury,Md. Latifur Rahman,et al.

20207 citations