Development of malaria diagnosis with convolutional neural network architectures: a CNN-based software for accurate cell image analysis.

Development of malaria diagnosis with convolutional neural network architectures: a CNN-based software for accurate cell image analysis.

This study emphasizes that early diagnosis and treatment of malaria is critical in reducing health problems and mortality from the disease, especially in developing countries where the disease is prevalent. Malaria is a potentially fatal disease transmitted to humans by mosquitoes infected by a blo...

Full description

Saved in:

Bibliographic Details
Main Author:	Emrah ASLAN
Format:	Article
Language:	English
Published:	Institute of Technology and Education Galileo da Amazônia 2025-01-01
Series:	ITEGAM-JETIA
Online Access:	http://itegam-jetia.org/journal/index.php/jetia/article/view/1392
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Lung cancer classification with Convolutional Neural Network Architectures
by: Shivan H. M. Mohammed, et al.
Published: (2021-02-01)

Convolutional neural network (CNN) configuration using a learning automaton model for neonatal brain image segmentation.
by: Iran Sarafraz, et al.
Published: (2025-01-01)

Classification of Riau Batik Motifs Using the Convolutional Neural Network (CNN) Algorithm
by: Dhea Amanda Ramadhan, et al.
Published: (2024-11-01)

Towards combining self-organizing maps (SOM) and convolutional neural network (CNN) for improving model accuracy: Application to malaria vectors phenotypic resistance
by: Komi Mensah Agboka, et al.
Published: (2025-06-01)

Implementation Of Convolutional Neural Network (Cnn) Based On Mobile Application For Rice Quality Determination
by: Muhammad Zainal Altim, et al.
Published: (2025-01-01)

Facial Emotion Recognition and Classification Using the Convolutional Neural Network-10 (CNN-10)
by: Emmanuel Gbenga Dada, et al.
Published: (2023-01-01)

Advancements in the Application of Convolutional Neural Networks in Ultrasound Imaging for Breast Cancer Diagnosis and Treatment
by: An Zichen, Li Fan
Published: (2025-03-01)

Classification of Melanoma Cancer Using Deep Convolutional Neural Networks
by: Emrah Dönmez, et al.
Published: (2024-12-01)

Identifikasi Tanaman Obat Indonesia Melalui Citra Daun Menggunakan Metode Convolutional Neural Network (CNN)
by: Budi Setiyono, et al.
Published: (2023-04-01)

Classification of Invoice Images By Using Convolutional Neural Networks
by: Sait Ali Uymaz, et al.
Published: (2022-03-01)

Automatic Image Colorization Based on Convolutional Neural Networks
by: L. V. Serebryanaya, et al.
Published: (2020-07-01)

Pretraining Convolutional Neural Networks for Image-Based Vehicle Classification
by: Yunfei Han, et al.
Published: (2018-01-01)

Analisis Efek Augmentasi Dataset dan Fine Tune pada Algoritma Pre-Trained Convolutional Neural Network (CNN)
by: Theopilus Bayu Sasongko, et al.
Published: (2023-08-01)

Rancang Bangun Alat Pengenal Finger Vein Menggunakan Raspberry Pi dengan Metode Convolutional Neural Network (CNN)
by: Barlian Henryranu Prasetio, et al.
Published: (2024-10-01)

Computer-aided cholelithiasis diagnosis using explainable convolutional neural network
by: Dheeraj Kumar, et al.
Published: (2025-02-01)

Potato Quality Grading Based on Depth Imaging and Convolutional Neural Network
by: Qinghua Su, et al.
Published: (2020-01-01)

Application of convolutional neural networks trained on optical images for object detection in radar images
by: V.A. Pavlov, et al.
Published: (2024-04-01)

Aircraft Detection for Remote Sensing Images Based on Deep Convolutional Neural Networks
by: Liming Zhou, et al.
Published: (2021-01-01)

The application of series multi-pooling convolutional neural networks for medical image segmentation
by: Feng Wang, et al.
Published: (2017-12-01)

Fault Diagnosis of Rotating Machinery Based on Convolutional Neural Network and Singular Value Decomposition
by: Dong Liu, et al.
Published: (2020-01-01)

Convolutional neural networks for diabetic retinopathy detection
by: Darwin Patiño-Pérez, et al.
Published: (2025-01-01)

Advancements in CNN Architectures for Offline Handwritten Arabic Character Recognition
by: El Ibrahimi Aissam, et al.
Published: (2025-01-01)

Image Semantic Recognition Algorithm of Colorimetric Sensor Array Based on Deep Convolutional Neural Network
by: Xihua Chen, et al.
Published: (2022-01-01)

Accurate Recognition of Motion Patterns Based on Artificial Visual Neural Network
by: Meiqi Li
Published: (2022-01-01)

Using Convolutional Neural Networks for segmentation of brain tumors
by: Kauã Gabriel Silva de Lima, et al.
Published: (2024-12-01)

Tailoring convolutional neural networks for custom botanical data
by: Jamie R. Sykes, et al.
Published: (2025-01-01)

Driver Distraction Identification with an Ensemble of Convolutional Neural Networks
by: Hesham M. Eraqi, et al.
Published: (2019-01-01)

Learning Air Traffic as Images: A Deep Convolutional Neural Network for Airspace Operation Complexity Evaluation
by: Hua Xie, et al.
Published: (2021-01-01)

A Full Stage Data Augmentation Method in Deep Convolutional Neural Network for Natural Image Classification
by: Qinghe Zheng, et al.
Published: (2020-01-01)

Metode Deteksi Pokok Pohon Secara Automatis pada Citra Perkebunan Sawit Menggunakan Model Convolutional Neural Network (CNN) pada Perangkat Lunak Sistem Informasi Geografis
by: Samuel Samuel, et al.
Published: (2022-12-01)

Rapid Diagnosis of Malaria
by: Clinton K. Murray, et al.
Published: (2009-01-01)

Fast and accurate near-duplicate image elimination for visual sensor networks
by: Zhili Zhou, et al.
Published: (2017-02-01)

Covid-19 Detection from Chest X-Ray Images and Hybrid Model Recommendation with Convolutional Neural Networks
by: Furkan Eryılmaz, et al.
Published: (2021-12-01)

Modified AlexNet Convolution Neural Network For Covid-19 Detection Using Chest X-ray Images
by: Shadman Q. Salih, et al.
Published: (2020-06-01)

Predicting species distributions in the open ocean with convolutional neural networks
by: Morand, Gaétan, et al.
Published: (2024-09-01)

AN ENHANCED MULTIMODAL BIOMETRIC SYSTEM BASED ON CONVOLUTIONAL NEURAL NETWORK
by: LAWRENCE OMOTOSHO, et al.
Published: (2021-10-01)

Heterogeneous graph convolutional neural network for protein-ligand scoring
by: Kevin Crampon, et al.
Published: (2023-04-01)

Application of convolutional neural networks in the intelligence security system subsystem
by: V. S. Demeshko, et al.
Published: (2020-08-01)

A Hardware Accelerator for the Inference of a Convolutional Neural network
by: Edwin González, et al.
Published: (2019-11-01)

Automated Stellar Spectra Classification with Ensemble Convolutional Neural Network
by: Zhuang Zhao, et al.
Published: (2022-01-01)