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2025
Lecture Notes in Networks and Systems
2025
A deep architecture based on attention mechanisms for effective end-to-end detection of early and mature malaria parasites in a realistic scenario
Computers in Biology and Medicine
2025
Diverse Representation Knowledge Distillation for Efficient Edge AI Teledermatology in Skin Disease Diagnosis
IEEE Access
2025
Uncertainty-guided attention learning for malaria parasite detection in thick blood smears
Neural Networks
2025
Field Screening of Thin Blood Smears for Plasmodium falciparum Parasites Using the Coral TPU
Electronics
2025
Trials and tribulations: Developing an artificial intelligence for screening malaria parasite from peripheral blood smears
Medical Journal Armed Forces India
2024
Efficient deep learning-based approach for malaria detection using red blood cell smears
Scientific Reports
2024
Evaluating Plasmodium falciparum automatic detection and parasitemia estimation: A comparative study on thin blood smear images
PLOS ONE
2024
Computer-Aided Diagnosis Systems for Automatic Malaria Parasite Detection and Classification: A Systematic Review
Electronics
2024
Embedded-deep-learning-based sample-to-answer device for on-site malaria diagnosis
Frontiers in Bioengineering and Biotechnology
2024
Automated Identification of Malaria-Infected Cells and Classification of Human Malaria Parasites Using a Two-Stage Deep Learning Technique
IEEE Access
2024
2024 IEEE 6th International Conference on Cybernetics, Cognition and Machine Learning Applications (ICCCMLA)
2024
An optimised YOLOv4 deep learning model for efficient malarial cell detection in thin blood smear images
Parasites & Vectors
2024
Machine and deep learning methods in identifying malaria through microscopic blood smear: A systematic review
Engineering Applications of Artificial Intelligence
2024
AI-driven convolutional neural networks for accurate identification of yellow fever vectors
Parasites & Vectors
2023
2023 International Workshop on Artificial Intelligence and Image Processing (IWAIIP)
2023
Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering
2023
2023 International Conference on Inventive Computation Technologies (ICICT)
2023
iMAGING: a novel automated system for malaria diagnosis by using artificial intelligence tools and a universal low-cost robotized microscope
Frontiers in Microbiology
2023
A new ensemble learning approach to detect malaria from microscopic red blood cell images
Sensors International
2023
Insecticide-treated bed net use and associated factors among households having under-five children in East Africa: a multilevel binary logistic regression analysis
Malaria Journal
2023
Application of Deep Learning in Clinical Settings for Detecting and Classifying Malaria Parasites in Thin Blood Smears
Open Forum Infectious Diseases
2023
Lecture Notes in Networks and Systems
2023
Towards digital diagnosis of malaria: How far have we reached?
Journal of Microbiological Methods
2022
Advances and challenges in automated malaria diagnosis using digital microscopy imaging with artificial intelligence tools: A review
Frontiers in Microbiology
2022
2022 IEEE International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events (PerCom Workshops)
2022
Artificial Intelligence in Medicine
2022
IMNets: Deep Learning Using an Incremental Modular Network Synthesis Approach for Medical Imaging Applications
Applied Sciences
2021
Malaria Parasite Diagnosis Using Computational Techniques: A Comprehensive Review
Journal of Physics: Conference Series
2021
Label-free imaging and classification of live P. falciparum enables high performance parasitemia quantification without fixation or staining
PLOS Computational Biology
2021
Lecture Notes in Computer Science
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