A survey of deep learning for lung disease detection on medical images: state-of-the-art, taxonomy, issues and future directions
The recent developments of deep learning support the identification and classification of
lung diseases in medical images. Hence, numerous work on the detection of lung disease …
lung diseases in medical images. Hence, numerous work on the detection of lung disease …
A survey on AI techniques for thoracic diseases diagnosis using medical images
Thoracic diseases refer to disorders that affect the lungs, heart, and other parts of the rib
cage, such as pneumonia, novel coronavirus disease (COVID-19), tuberculosis …
cage, such as pneumonia, novel coronavirus disease (COVID-19), tuberculosis …
Automatic detection of tuberculosis bacilli from microscopic sputum smear images using deep learning methods
RO Panicker, KS Kalmady, J Rajan, MK Sabu - … and Biomedical Engineering, 2018 - Elsevier
An automatic method for the detection of Tuberculosis (TB) bacilli from microscopic sputum
smear images is presented in this paper. According to WHO, TB is the ninth leading cause of …
smear images is presented in this paper. According to WHO, TB is the ninth leading cause of …
A review of automatic methods based on image processing techniques for tuberculosis detection from microscopic sputum smear images
Tuberculosis (TB) is an infectious disease caused by the bacteria Mycobacterium
tuberculosis. It primarily affects the lungs, but it can also affect other parts of the body. TB …
tuberculosis. It primarily affects the lungs, but it can also affect other parts of the body. TB …
Ziehl–Neelsen sputum smear microscopy image database: a resource to facilitate automated bacilli detection for tuberculosis diagnosis
MI Shah, S Mishra, VK Yadav… - Journal of Medical …, 2017 - spiedigitallibrary.org
Ziehl–Neelsen stained microscopy is a crucial bacteriological test for tuberculosis detection,
but its sensitivity is poor. According to the World Health Organization (WHO) …
but its sensitivity is poor. According to the World Health Organization (WHO) …
Image processing for AFB segmentation in bacilloscopies of pulmonary tuberculosis diagnosis
JL Díaz-Huerta, AC Téllez-Anguiano, M Fraga-Aguilar… - Plos one, 2019 - journals.plos.org
Image segmentation applied to medical image analysis is still a critical and important task.
Although there exist several segmentation algorithms that have been widely studied in …
Although there exist several segmentation algorithms that have been widely studied in …
Automatic classification of light field smear microscopy patches using Convolutional Neural Networks for identifying Mycobacterium Tuberculosis
YP López, CFF Costa Filho… - 2017 CHILEAN …, 2017 - ieeexplore.ieee.org
Tuberculosis (TB) has been included among the top ten leading causes of death worldwide.
Since 2008, several investigations have been developed by scientific community for …
Since 2008, several investigations have been developed by scientific community for …
Automatic microscopic detection of mycobacteria in sputum: a proof-of-concept
D Zingue, P Weber, F Soltani, D Raoult… - Scientific Reports, 2018 - nature.com
The laboratory diagnosis of lung mycobacterioses including tuberculosis comprises the
microscopic examination of sputum smear after appropriate staining such as Ziehl-Neelsen …
microscopic examination of sputum smear after appropriate staining such as Ziehl-Neelsen …
Automated methods for tuberculosis detection/diagnosis: A literature review
Tuberculosis (TB) is one of the leading infectious causes of death worldwide. The effective
management and public health control of this disease depends on early detection and …
management and public health control of this disease depends on early detection and …
Research on Detection of Mycobacterium Tuberculosis from Microscopic Sputum Smear Images Using Image Segmentation
D Saravanan, R Bhavya, GI Archanaa… - 2017 IEEE …, 2017 - ieeexplore.ieee.org
Tuberculosis (TB) is a deadly disease caused by a bacteria called Mycobacterium
tuberculosis that can affect lungs mostly. Besides it is a disease that affects not only lungs in …
tuberculosis that can affect lungs mostly. Besides it is a disease that affects not only lungs in …