A Study on Lung Disease Detection System

Authors

  • G. Arunalatha

Keywords:

Lung disease, Deep learning, CNN

Abstract

In order to avoid complications, including death, early diagnosis and treatment of lung diseases are essential. The best diagnostic technique currently available is a chest X-ray, which is essential to clinical care. For a person with a lung disease, using deep learning to predict the disease from chest x-rays and chest CT scan may save their life. This is made possible by the instantaneous, high-predictability of the results. In this paper, the various methods for expert lung disease diagnosis is presented. Its main goal is to develop a system that will help radiologists to identify the  lung conditions.

Downloads

Download data is not yet available.

References

. Goyal, Shimpy, and Rajiv Singh. "Detection and classification of lung diseases for pneumonia and Covid-19 using machine and deep learning techniques." Journal of Ambient Intelligence and Humanized Computing 14.4 (2023): 3239-3259.

. Walsh, Simon LF, et al. "Deep learning for classifying fibrotic lung disease on high-resolution computed tomography: a case-cohort study." The Lancet Respiratory Medicine 6.11 (2018): 837-845.

. Bharati S, Podder P, Mondal MRH. Hybrid deep learning for detecting lung diseases from X-ray images. Inform Med Unlocked. 2020;20:100391. doi: 10.1016/j.imu.2020.100391. Epub 2020 Jul 4. PMID: 32835077; PMCID: PMC7341954.

. Tariq, Zeenat, Sayed Khushal Shah, and Yugyung Lee. "Lung disease classification using deep convolutional neural network." 2019 IEEE international conference on bioinformatics and biomedicine (BIBM). IEEE, 2019.

Kabiraj, Anwesh, et al. "Detection and classification of lung disease using deep learning architecture from x-ray images." International Symposium on visual computing. Cham: Springer International Publishing, 2022.

Anthimopoulos, Marios, et al. "Lung pattern classification for interstitial lung diseases using a deep convolutional neural network." IEEE transactions on medical imaging 35.5 (2016): 1207-1216.

Downloads

Published

06.08.2024

How to Cite

G. Arunalatha. (2024). A Study on Lung Disease Detection System. International Journal of Intelligent Systems and Applications in Engineering, 12(23s), 1045 –. Retrieved from https://ijisae.org/index.php/IJISAE/article/view/7112

Issue

Section

Research Article