Improving Malaria diagnosis through interpretable customized CNNs architectures
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DOI: 10.1038/s41598-025-90851-1
Abstract: Malaria, which is spread via female Anopheles mosquitoes and is brought on by the Plasmodium parasite, persists as a serious illness, especially in areas with a high mosquito density. Traditional detection techniques, like examining blood… read more here.
Keywords: diagnosis; convolutional neural; malaria diagnosis; parallel convolutional ... See more keywords
A Parallel Convolutional Network Based on Spiking Neural Systems
Sign Up to like & getrecommendations! Published in 2024 at "International journal of neural systems"
DOI: 10.1142/s0129065724500229
Abstract: Deep convolutional neural networks have shown advanced performance in accurately segmenting images. In this paper, an SNP-like convolutional neuron structure is introduced, abstracted from the nonlinear mechanism in nonlinear spiking neural P (NSNP) systems. Then,… read more here.
Keywords: spiking neural; segmentation; parallel convolutional; neural systems ... See more keywords