Cover Image

Transfer Learning-Based Semi-Supervised Generative Adversarial Network for Malaria Classification

Malaria is a lethal disease responsible for thousands of deaths worldwide every year. Manual methods of malaria diagnosis are timeconsuming that require a great deal of human expertise and efforts. Computerbased automated diagnosis of diseases is progressively becoming popular. Although deep learnin...

Full description

Saved in:

Bibliographic Details
Main Authors:	Amin, I., Hassan, S., Belhaouari, S.B., Azam, M.H.
Format:	Article
Published:	2023
Online Access:	http://scholars.utp.edu.my/id/eprint/34294/ https://www.scopus.com/inward/record.uri?eid=2-s2.0-85145346928&doi=10.32604%2fcmc.2023.033860&partnerID=40&md5=5af709176d85f55aca1e201e3a3d4382
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Semi-Supervised Learning for limited medical data using Generative Adversarial Network and Transfer Learning
by: Amin, I., et al.
Published: (2020)

Abnormal Transactions Detection In The Ethereum Network Using Semi-Supervised Generative Adversarial Networks
by: Mahmoud Al-Emari, Salam Radi
Published: (2022)

Enhanced Hyper-Parameter of Semi-Supervised Generative Adversarial Networks Based on Sine Cosine Algorithm for Multimedia Datasets
by: Al-Ragehi, Anas Abdo Saleh
Published: (2022)

Facial expression transfer using generative adversarial network : a review
by: Mat Noor, Noor Adibah Najihah, et al.
Published: (2020)

Deep convolutional generative adversarial networks for imbalance medical image classification.
by: Ismail, Amelia Ritahani, et al.
Published: (2023)

Cross-lingual sentiment classification using semi-supervised learning
by: Hajmohammadi, Mohammad Sadegh
Published: (2015)

Improved squirrel optimization based generative adversarial network for skin cancer classification
by: Ahmed, Khaja Raoufuddin, et al.
Published: (2023)

Unsupervised learning of image data using generative adversarial network
by: Rayner Alfred, et al.
Published: (2020)

Graph-based semi-supervised learning for cross-lingual sentiment classification
by: Hajmohammadi, M. S., et al.
Published: (2015)

Semi-supervised learning for feature selection and classification of data / Ganesh Krishnasamy
by: Ganesh , Krishnasamy
Published: (2019)

Semi-supervised learning for sentiment classification with ensemble multi-classifier approach
by: Aribowo, Agus Sasmito, et al.
Published: (2022)

Bi-view semi-supervised active learning for cross-lingual sentiment classification
by: Hajmohammadi, Mohammad Sadegh, et al.
Published: (2014)

Dynamic android malware category classification using semi-supervised deep learning
by: Mahdavifar, Samaneh, et al.
Published: (2020)

Medical image data upscaling with generative adversarial networks
by: Dobrovolny, Michal, et al.
Published: (2020)

Deep learning generative adversarial network model for automated detection of diabetic retinopathy
by: Zainal Abidin, Nadzurah, et al.
Published: (2021)

Deep learning generative adversarial network model for automated detection of diabetic retinopathy
by: Zainal Abidin, Nadzurah, et al.
Published: (2024)

Development of live fingerprint generalization model using semi-supervised adversarial learned one-class classifier for fingerprint presentation attack detection / Divine Senanu Ametefe
by: Ametefe, Divine Senanu
Published: (2023)

Conditional deep convolutional generative adversarial networks for isolated handwritten Arabic character generation
by: Mustapha, Ismail B., et al.
Published: (2022)

Creativegan: Editing generative adversarial networks for creative design synthesis
by: Nobari, A.H., et al.
Published: (2021)

Cycle generative adversarial network for unpaired sketch-to-character translation
by: Alsaati, Leena Zeini J.
Published: (2019)

Incorporating Informative Score For Instance Selection In Semi-supervised Sentiment Classification
by: Vivian, Lee Lay Shan
Published: (2022)

Integrated generative adversarial networks and deep convolutional neural networks for image data classification: A case study for COVID-19
by: Khalif, Ku Muhammad Naim Ku, et al.
Published: (2024)

Super-resolution of car plate images using generative adversarial networks
by: Tan, Kean Lai
Published: (2018)

Super resolution of car plate images using generative adversarial networks
by: Tan, K. L., et al.
Published: (2019)

Advanced Elastic and Reservoir Properties Prediction through Generative Adversarial Network
by: Ishak, Muhammad Anwar, et al.
Published: (2023)

Synthetic pterygium images using Style Generative Adversarial Networks (SGANs)
by: Che Azemin, Mohd Zulfaezal, et al.
Published: (2023)

Mutual character dialogue generation with semi‑supervised multitask learners and awareness
by: Khalaf, Ayesheh Ahrari, et al.
Published: (2024)

Hyper-heuristic framework for sequential semi-supervised classification based on core clustering
by: Adnan, Ahmed, et al.
Published: (2020)

Application Of Neural Network In Malaria Parasites Classification
by: Lim, Chia Li
Published: (2006)

Performance comparison between generative adversarial networks (GAN) variants in generating comic character images.
by: Tan, Jia Ler
Published: (2024)

LiWGAN: A light method to improve the performance of generative adversarial network
by: Mashudi, Nurul Amirah, et al.
Published: (2022)

Data augmentation using generative adversarial networks for images and biomarkers in medicine and neuroscience
by: Maizan Syamimi Meor Yahaya, et al.
Published: (2023)

Artificial generation of partial discharge sources through an algorithm based on deep convolutional generative adversarial networks
by: Ardila Rey, J. A., et al.
Published: (2020)

Exploiting the Generative Adversarial Network Approach to Create a Synthetic Topography Corneal Image
by: Samer Kais, Jameel, et al.
Published: (2022)

DR-LL Gan: diabetic retinopathy lesions synthesis using generative adversarial network
by: Abbood, Saif Hameed, et al.
Published: (2022)

Enhanced Conditional Generative Adversarial Network For Handling Subject Variability In Human Activity Recognition
by: Jimale, Ali Olow
Published: (2023)

Image super-resolution using generative adversarial networks with efficientNetV2.
by: AlTakrouri,, Saleh, et al.
Published: (2023)

Contrastive Self-Supervised Learning for Image Classification
by: Tan, Yong Le
Published: (2021)

Supervised, unsupervised, and semi-supervised feature selection: a review on gene selection
by: Ang, J. C., et al.
Published: (2016)

Semi-Supervised Ensemble Model For Semantic Segmentation Of Semi-Dark Images
by: Memon, Mehak Maqbool
Published: (2022)