RespiroDynamics: A Multifaceted Dataset for Enhanced Lung Health Assessment Using Deep Learning

RespiroDynamics: A Multifaceted Dataset for Enhanced Lung Health Assessment Using Deep Learning

Advancements in lung health assessment, a critical component in diagnosing respiratory conditions, have gained prominence in medical research. This is especially true with the advent of non-invasive techniques such as spirometry. Central to this diagnostic method are three key metrics: Forced Vital...

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Bibliographic Details
Main Authors: Ahmed Sharshar, Muhammad Sharshar, Hosam Elhady, Ahmed Aboeitta, Youssef Nafea, Yasser Ashraf, Mohammad Yaqub, Mohsen Guizani
Format: Article
Language:English
Published: IEEE 2024-01-01
Series:IEEE Access
Subjects:
Dataset
deep learning
lung health
remote spirometry
RGB videos
smart healthcare
Online Access:https://ieeexplore.ieee.org/document/10473011/
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https://ieeexplore.ieee.org/document/10473011/

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