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.

書目詳細資料
Main Authors:	Rinky, Habiba Karim, Bhuiyan, Rakeya Rahim, Rahman, Humayra Tasnim
其他作者:	Chakrabarty, Amitabha
格式:	Thesis
語言:	English
出版:	Brac University 2021
主題:	Malaria Plasmodium falciparum Plasmodium vivax Plasmodium malaria Plasmodium ovale Deep learning
在線閱讀:	http://hdl.handle.net/10361/14725

相似書籍

Malaria: transmission, diagnosis and treatment: A Review
由: Ritu, Sanjida Sultana, et al.
出版: (2022)

Current status of malaria among the affected people of Bandarban region
由: Singha, Abhijit Kumar
出版: (2018)

Prevention and treatment of malaria in endemic areas of Bangladesh: how are the NGO partners doing?
由: Ahmed, Syed Masud, et al.
出版: (2019)

A review on artemisinin based combination therapy for the treatment of Malaria
由: Chowdhury, Amina Ferdous
出版: (2020)

BRAC Malaria control programme
由: Rasid, Mohammd Harun-Or-
出版: (2017)

Diseases to spread rapidly on insects: experts point at climate change
由: Palma, Porimol
出版: (2016)

Disease: Social business for a malaria free world -BASF Grameen Limited
由: Munni, Sheikh Rubaiya Sultana, et al.
出版: (2016)

An interpretable transformer based approach to classify Malaria from blood cell images
由: Islam, Mehafuza, et al.
出版: (2023)

Knowledge, attitudes, and practices regarding malaria control among the slash and burn cultivators in Rangamati Hill tracts of Bangladesh
由: Saha, Avijit, et al.
出版: (2022)

A short review on novel anti-malarial Heterocyclic aromatic therapeutic agents: synthesis, efficacy and effectiveness of potential drug candidates for malaria
由: Mondal, Anupam
出版: (2019)

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
由: Elmosaad, Yousif Mohammed, et al.
出版: (2018)

Climate change and vector-borne diseases in Bangladesh
由: Rahman, Mohammed Jahedur
出版: (2014)

Application of CNN based architectures in detection of distracted drivers
由: Arafin, Irfana, et al.
出版: (2023)

RetinalNet-500: a newly developed CNN model for eye disease detection
由: Toki, Sadikul Alim, et al.
出版: (2023)

Intracranial hemorrhage detection using CNN-LSTM fusion model
由: Ahmed, Kazi sabab, et al.
出版: (2022)

Recall-Net: A CNN-based Model for Four-class Classification of Alzheimer’s Disease
由: Hasan, M. M. Kamrul, et al.
出版: (2022)

Cervical Cancer Detection from Cervix Image Using Pap smear Imaging through CNN
由: Bhuiyan, Mazedul Haque, et al.
出版: (2021)

Explainable AI (XAI) driven skin cancer detection using transformer and CNN based architecture
由: Radiah, Faiza, et al.
出版: (2024)

ProteoKnight: phage virion protein classification with CNN and uncertainty quantification
由: Bhuiyan, Abir Ahammed, et al.
出版: (2024)

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

Comparison of different CNN architectures for brain tumor detection using fMRI
由: Mashiat, Afsara, et al.
出版: (2021)

Detection of alzheimer's disease using deep learning
由: Hasan, Mahmudul, et al.
出版: (2021)

Malaria, Poems
由: Conaway

Malaria Journal

Malaria Journal

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

Corn leaf disease detection using deep convolution neural network
由: Rabbi, Rawhatur, et al.
出版: (2023)

An efficient deep learning approach to detect citrus leaves disease
由: Emon, Shaharear Hossain, et al.
出版: (2024)

Occluded object detection for autonomous vehicles employing YOLOv5, YOLOX and Faster R-CNN
由: Mostafa, Tanzim, et al.
出版: (2022)

Leveraging deep learning algorithms for the timely detection of diseases in bean leaves
由: Fiona, Driciru, et al.
出版: (2024)

An implementation and analysis of deep learning models for the detection of wheat diseases
由: Zubair, Ahmad, et al.
出版: (2024)

Pneumonia Disease detection using the convolutional neural network
由: Ashrafee, Md. Iftid, et al.
出版: (2024)

Anomalous behavior detection using Spatio temporal Feature and 3D CNN model for Surveillance
由: Nahar, Jannatun, et al.
出版: (2022)

Skin disease detection and classification using deep learning
由: Shuvon, Mehedi Hasan, et al.
出版: (2022)

Multi-classification Network for Detecting Skin Diseases using Deep Learning and XAI
由: Athina, Fahima Hasan, et al.
出版: (2022)

Malware detection in blockchain using CNN
由: Alam, Afreen, et al.
出版: (2021)

A deep learning approach towards soft biometrics attributes prediction using CNN
由: Kibria, Maharab, et al.
出版: (2022)

Malaria Journal | BMC

Malaria Journal | BMC

A modern technique to detect potholes by Computer Vision and Deep Learning
由: Saif, Muntasir Mahmud, et al.
出版: (2023)