A state-of-the-art survey of object detection techniques in microorganism image analysis: from classical methods to deep learning approaches

P Ma, C Li, MM Rahaman, Y Yao, J Zhang… - Artificial Intelligence …, 2023 - Springer
Microorganisms play a vital role in human life. Therefore, microorganism detection is of great
significance to human beings. However, the traditional manual microscopic detection …

A review of automatic methods based on image processing techniques for tuberculosis detection from microscopic sputum smear images

RO Panicker, B Soman, G Saini, J Rajan - Journal of medical systems, 2016 - Springer
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 …

[PDF][PDF] An algorithm for detection of tuberculosis bacilli in Ziehl-Neelsen sputum smear images

C Del Carpio, E Dianderas, M Zimic… - International Journal of …, 2019 - academia.edu
This work proposes an algorithm oriented to the detection of tuberculosis bacilli in digital
images of sputum samples, inked with the Ziehl Neelsen method and prepared with the …

[HTML][HTML] A novel tuberculosis diagnosis approach using feed-forward neural networks and binary pattern of phase congruency

AU Da Fonseca, PL Parreira, G da Silva Vieira… - Intelligent Systems with …, 2024 - Elsevier
Tuberculosis is a severe and contagious lung disease that kills more than one million
people annually, representing a real public health problem worldwide. Meanwhile …

Preliminary diagnosis of pulmonary tuberculosis using ensemble method

E Winarko, R Wardoyo - 2015 international conference on …, 2015 - ieeexplore.ieee.org
Tuberculosis (TB) is the oldest human diseases with the highest mortality rates among
infectious disease. Indonesia is the fifth highest TB burden country in the world. Diagnosis of …

A novel architecture for improving tuberculosis detection from microscopic sputum smear images

S Pitchumani Angayarkanni, V Vanitha, V Karan… - … Conference on Image …, 2022 - Springer
Tuberculosis (TB) is a communicable disease that mainly affects lungs by a bacteria
Mycobacterium Tuberculosis. It remains a major global health challenge in both developed …

[PDF][PDF] Lung tuberculosis detection using chest xray images based on deep learning approach

A Meshesha, G Abeba, S Getnet… - International Journal of …, 2024 - researchgate.net
Due to the enormous expansion in human population across the globe in the modern
period, automatic disease diagnosis has become essential for medical technology. To help …

Diagnosis of smear-negative pulmonary tuberculosis using ensemble method: a preliminary research

M Syafrullah - 2019 6th International Conference on …, 2019 - ieeexplore.ieee.org
Indonesia is one of 22 countries with the highest burden of Tuberculosis in the world.
According to WHO's 2015 report, Indonesia was estimated to have one million new …

Segmentation of Tuberculosis Bacteria: Evaluation and Comparison

V Vanitha, SP Angayarkanni… - 2021 International …, 2021 - ieeexplore.ieee.org
Tuberculosis (TB) is a communicable disease caused by Mycobacterium Tuberculosis that
primarily affects the lungs. It is the second leading cause of death in develo** countries …

[PDF][PDF] Intelligent Systems with Applications

AU da Fonseca, PL Parreira, G da Silva Vieira, JP Felix… - researchgate.net
Tuberculosis is a severe and contagious lung disease that kills more than one million
people annually, representing a real public health problem worldwide. Meanwhile …