Advances towards automatic detection and classification of parasites microscopic images using deep convolutional neural network: methods, models and research …
In the developing world, parasites are responsible for causing several serious health
problems, with relatively high infections in human beings. The traditional manual light …
problems, with relatively high infections in human beings. The traditional manual light …
Out of distribution detection and adversarial attacks on deep neural networks for robust medical image analysis
A Uwimana, R Senanayake - arXiv preprint arXiv:2107.04882, 2021 - arxiv.org
Deep learning models have become a popular choice for medical image analysis. However,
the poor generalization performance of deep learning models limits them from being …
the poor generalization performance of deep learning models limits them from being …
Classification System of Malaria Disease with Hu Moment Invariant and Support Vector Machines
Malaria is an infectious disease caused by a plasmodium parasite transmitted by the female
Anopheles mosquito. According to the World Health Organization (WHO) in 2020 there are …
Anopheles mosquito. According to the World Health Organization (WHO) in 2020 there are …
[PDF][PDF] An Intelligent Classification System for Trophozoite Stages in Malaria Species
Malaria is categorised as a dangerous disease that can cause fatal in many countries.
Therefore, early detection of malaria is essential to get rapid treatment. The malaria …
Therefore, early detection of malaria is essential to get rapid treatment. The malaria …
Deep learning applications to cytopathology: a study on the detection of malaria and on the classification of Leukaemia cell-lines
G Gopakumar, GRK Sai Subrahmanyam - Handbook of deep learning …, 2019 - Springer
This chapter discusses a few applications of deep learning networks in cytopathology.
Specifically, the detection of malaria from slide images of blood smear and classification of …
Specifically, the detection of malaria from slide images of blood smear and classification of …
Automatic detection of Malaria infected RBCs from a focus stack of bright field microscope slide images
G Gopakumar, M Swetha, GS Siva… - Proceedings of the …, 2016 - dl.acm.org
Malaria is a deadly infectious disease affecting red blood cells in humans due to the
protozoan of type Plasmodium. In 2015, there is an estimated death toll of 438, 000 patients …
protozoan of type Plasmodium. In 2015, there is an estimated death toll of 438, 000 patients …
Enumeration of plasmodium parasites on thin blood smear digital microscopic images
AR Prananda, HA Nugroho… - 2019 5th international …, 2019 - ieeexplore.ieee.org
An automated parasite detection is one of the challenges in computer vision and medicine
field. Recently, an automated detection system became necessary in order to assist the …
field. Recently, an automated detection system became necessary in order to assist the …
An overview of malaria identification techniques for microscope blood images
AK Ningsih, S Hartati, R Rosnelly - … International Conference on …, 2016 - ieeexplore.ieee.org
Malaria is a deathly disease caused by parasites that are transmitted to human through the
bite of infected Anopheles mosquitoes. One of these parasites, P. Falciparum can progress …
bite of infected Anopheles mosquitoes. One of these parasites, P. Falciparum can progress …
[PDF][PDF] CLASIFICACIÓN DE PARÁSITOS EN IMÁGENES DIGITALES DE MUESTRAS DE COPRO MEDIANTE APRENDIZAJE DE MÁQUINA
MÁG VELÁZQUEZ - posgradoitch.mx
INSTITUTO TECNOLÓGICO DE CHIHUAHUA Page 1 INSTITUTO TECNOLÓGICO DE
CHIHUAHUA DIVISIÓN DE ESTUDIOS DE POSGRADO E INVESTIGACIÓN “CLASIFICACIÓN DE …
CHIHUAHUA DIVISIÓN DE ESTUDIOS DE POSGRADO E INVESTIGACIÓN “CLASIFICACIÓN DE …