Malaria detection using advanced deep learning architecture
W Siłka, M Wieczorek, J Siłka, M Woźniak - Sensors, 2023 - mdpi.com
Malaria is a life-threatening disease caused by parasites that are transmitted to humans
through the bites of infected mosquitoes. The early diagnosis and treatment of malaria are …
through the bites of infected mosquitoes. The early diagnosis and treatment of malaria are …
IMNets: Deep learning using an incremental modular network synthesis approach for medical imaging applications
Deep learning approaches play a crucial role in computer-aided diagnosis systems to
support clinical decision-making. However, developing such automated solutions is …
support clinical decision-making. However, developing such automated solutions is …
[HTML][HTML] Computer-Aided Diagnosis Systems for Automatic Malaria Parasite Detection and Classification: A Systematic Review
Malaria is a disease that affects millions of people worldwide with a consistent mortality rate.
The light microscope examination is the gold standard for detecting infection by malaria …
The light microscope examination is the gold standard for detecting infection by malaria …
Autokeras approach: A robust automated deep learning network for diagnosis disease cases in medical images
Automated deep learning is promising in artificial intelligence (AI). However, a few
applications of automated deep learning networks have been made in the clinical medical …
applications of automated deep learning networks have been made in the clinical medical …
An ensemble artificial intelligence‐enabled MIoT for automated diagnosis of malaria parasite
Rapid advancements in Information and Communication Technologies (ICT) and artificial
intelligence (AI) applications permeating to all spheres of life, including medical prognosis …
intelligence (AI) applications permeating to all spheres of life, including medical prognosis …
A Transformer-Based Algorithm for Automatically Diagnosing Malaria Parasite in Thin Blood Smear Images Using MobileViT
Based on the report provided by the World Health Organization (WHO), malaria has proved
to be a life-threatening disease whose cases reached 241 million in 2020 globally …
to be a life-threatening disease whose cases reached 241 million in 2020 globally …