Performance comparison of CNN architectures for detecting Malaria diseases

Performance comparison of CNN architectures for detecting Malaria diseases

This thesis is submitted in partial fulfillment of the requirements for the degree of Bachelor of Science in Computer Science and Engineering, 2020.

Manylion Llyfryddiaeth
Prif Awduron:	Rinky, Habiba Karim, Bhuiyan, Rakeya Rahim, Rahman, Humayra Tasnim
Awduron Eraill:	Chakrabarty, Amitabha
Fformat:	Traethawd Ymchwil
Iaith:	English
Cyhoeddwyd:	Brac University 2021
Pynciau:	Malaria Plasmodium falciparum Plasmodium vivax Plasmodium malaria Plasmodium ovale Deep learning
Mynediad Ar-lein:	http://hdl.handle.net/10361/14725

Eitemau Tebyg

Malaria: transmission, diagnosis and treatment: A Review
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Cyhoeddwyd: (2022)

Current status of malaria among the affected people of Bandarban region
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Cyhoeddwyd: (2018)

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Cyhoeddwyd: (2019)

A review on artemisinin based combination therapy for the treatment of Malaria
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BRAC Malaria control programme
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Disease: Social business for a malaria free world -BASF Grameen Limited
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An interpretable transformer based approach to classify Malaria from blood cell images
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Knowledge, attitudes, and practices regarding malaria control among the slash and burn cultivators in Rangamati Hill tracts of Bangladesh
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Cyhoeddwyd: (2022)

A short review on novel anti-malarial Heterocyclic aromatic therapeutic agents: synthesis, efficacy and effectiveness of potential drug candidates for malaria
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Communication for behavioural impact in enhancing utilization of insecticide-treated bed nets among mothers of under-five children in rural North Sudan: an experimental study
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Application of CNN based architectures in detection of distracted drivers
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RetinalNet-500: a newly developed CNN model for eye disease detection
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Intracranial hemorrhage detection using CNN-LSTM fusion model
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Recall-Net: A CNN-based Model for Four-class Classification of Alzheimer’s Disease
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Cervical Cancer Detection from Cervix Image Using Pap smear Imaging through CNN
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Cyhoeddwyd: (2021)

Explainable AI (XAI) driven skin cancer detection using transformer and CNN based architecture
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ProteoKnight: phage virion protein classification with CNN and uncertainty quantification
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Cyhoeddwyd: (2024)

Analysis of transformer and CNN based approaches for classifying renal abnormality from image data
gan: Reza, S. M. Mushfiq, et al.
Cyhoeddwyd: (2024)

Comparison of different CNN architectures for brain tumor detection using fMRI
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Cyhoeddwyd: (2021)

Detection of alzheimer's disease using deep learning
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Malaria, Poems
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Malaria Journal

Malaria Journal

An enhanced CNN model for classifying skin cancer
gan: Haider, Kazi MD Minhajul, et al.
Cyhoeddwyd: (2022)

Corn leaf disease detection using deep convolution neural network
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An efficient deep learning approach to detect citrus leaves disease
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Occluded object detection for autonomous vehicles employing YOLOv5, YOLOX and Faster R-CNN
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Cyhoeddwyd: (2022)

Leveraging deep learning algorithms for the timely detection of diseases in bean leaves
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Cyhoeddwyd: (2024)

An implementation and analysis of deep learning models for the detection of wheat diseases
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Cyhoeddwyd: (2024)

Pneumonia Disease detection using the convolutional neural network
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Anomalous behavior detection using Spatio temporal Feature and 3D CNN model for Surveillance
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Skin disease detection and classification using deep learning
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Cyhoeddwyd: (2022)

Multi-classification Network for Detecting Skin Diseases using Deep Learning and XAI
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Malware detection in blockchain using CNN
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Cyhoeddwyd: (2021)

A deep learning approach towards soft biometrics attributes prediction using CNN
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Malaria Journal | BMC

Malaria Journal | BMC

A modern technique to detect potholes by Computer Vision and Deep Learning
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