CNN Based Transfer Learning for Malaria Parasite Detection Using Thin-Blood Smear Images

Author:

Swastika Windra1ORCID,Pradana Benedictus Julian2ORCID,Widodo Romy Budhi2ORCID,Sitepu Rehmadanta2ORCID,Putra Gregorius Guntur Sunardi2ORCID

Affiliation:

1. Research Center for Artificial Intelligence on Digital Images & Technopreneurship, Universitas Ma Chung, Indonesia)

2. Universitas Ma Chung, Indonesia)

Publisher

ACM

Reference22 articles.

1. Rashmi Nayak S and Manohar N . 2021. Computer-Vision based Face Mask Detection using CNN . In 2021 6th International Conference on Communication and Electronics Systems (ICCES), IEEE, Tamil Nadu, 1780–1786 . DOI:https://doi.org/10.1109/ICCES51350. 2021 .9489098 10.1109/ICCES51350.2021.9489098 Rashmi Nayak S and Manohar N. 2021. Computer-Vision based Face Mask Detection using CNN. In 2021 6th International Conference on Communication and Electronics Systems (ICCES), IEEE, Tamil Nadu, 1780–1786. DOI:https://doi.org/10.1109/ICCES51350.2021.9489098

2. A Survey on Deep Transfer Learning

3. Kevser Sahinbas and Ferhat Ozgur Catak . 2021. Transfer learning-based convolutional neural network for COVID-19 detection with X-ray images . In Data Science for COVID-19 . Elsevier , 451–466. DOI:https://doi.org/10.1016/B978-0-12-824536-1.00003-4 10.1016/B978-0-12-824536-1.00003-4 Kevser Sahinbas and Ferhat Ozgur Catak. 2021. Transfer learning-based convolutional neural network for COVID-19 detection with X-ray images. In Data Science for COVID-19. Elsevier, 451–466. DOI:https://doi.org/10.1016/B978-0-12-824536-1.00003-4

4. Aimon Rahman , Hasib Zunair , M Sohel Rahman , Jesia Quader Yuki , Sabyasachi Biswas, Md Ashraful Alam, Nabila Binte Alam, and M. R. C. Mahdy. 2019 . Improving Malaria Parasite Detection from Red Blood Cell using Deep Convolutional Neural Networks . (July 2019). Aimon Rahman, Hasib Zunair, M Sohel Rahman, Jesia Quader Yuki, Sabyasachi Biswas, Md Ashraful Alam, Nabila Binte Alam, and M. R. C. Mahdy. 2019. Improving Malaria Parasite Detection from Red Blood Cell using Deep Convolutional Neural Networks. (July 2019).

5. Transfer Learning with ResNet-50 for Malaria Cell-Image Classification

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1. Malaria Detection Using Convolutional Neural Networks: A Comparative Study;2023 3rd International Conference on Emerging Smart Technologies and Applications (eSmarTA);2023-10-10

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