A Novel Shallow ConvNet-18 for Malaria Parasite Detection in Thin Blood Smear Images

SN Computer Science ◽

10.1007/s42979-021-00763-w ◽

2021 ◽

Vol 2 (5) ◽

Author(s):

Poonguzhali Elangovan ◽

Malaya Kumar Nath

Keyword(s):

Malaria Parasite ◽

Blood Smear ◽

Thin Blood Smear ◽

Parasite Detection

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Peer Review #1 of "Pre-trained convolutional neural networks as feature extractors toward improved malaria parasite detection in thin blood smear images (v0.1)"

10.7287/peerj.4568v0.1/reviews/1 ◽

2018 ◽

Author(s):

G Gopalakrishna Pillai

Keyword(s):

Neural Networks ◽

Peer Review ◽

Convolutional Neural Networks ◽

Malaria Parasite ◽

Blood Smear ◽

Thin Blood Smear ◽

Parasite Detection

Download Full-text

Peer Review #2 of "Performance evaluation of deep neural ensembles toward malaria parasite detection in thin-blood smear images (v0.2)"

10.7287/peerj.6977v0.2/reviews/2 ◽

2019 ◽

Author(s):

K Santosh

Keyword(s):

Performance Evaluation ◽

Peer Review ◽

Malaria Parasite ◽

Blood Smear ◽

Thin Blood Smear ◽

Neural Ensembles ◽

Parasite Detection

Download Full-text

Peer Review #1 of "Performance evaluation of deep neural ensembles toward malaria parasite detection in thin-blood smear images (v0.1)"

10.7287/peerj.6977v0.1/reviews/1 ◽

2019 ◽

Keyword(s):

Performance Evaluation ◽

Peer Review ◽

Malaria Parasite ◽

Blood Smear ◽

Thin Blood Smear ◽

Neural Ensembles ◽

Parasite Detection

Download Full-text

Peer Review #2 of "Pre-trained convolutional neural networks as feature extractors toward improved malaria parasite detection in thin blood smear images (v0.3)"

10.7287/peerj.4568v0.3/reviews/2 ◽

2018 ◽

Keyword(s):

Neural Networks ◽

Peer Review ◽

Convolutional Neural Networks ◽

Malaria Parasite ◽

Blood Smear ◽

Thin Blood Smear ◽

Parasite Detection

Download Full-text

Peer Review #1 of "Performance evaluation of deep neural ensembles toward malaria parasite detection in thin-blood smear images (v0.2)"

10.7287/peerj.6977v0.2/reviews/1 ◽

2019 ◽

Keyword(s):

Performance Evaluation ◽

Peer Review ◽

Malaria Parasite ◽

Blood Smear ◽

Thin Blood Smear ◽

Neural Ensembles ◽

Parasite Detection

Download Full-text

Erythrocyte Features for Malaria Parasite Detection in Microscopic Images of Thin Blood Smear: A Review

International Journal of Interactive Multimedia and Artificial Intelligence ◽

10.9781/ijimai.2016.426 ◽

2016 ◽

Vol 4 (2) ◽

pp. 34 ◽

Author(s):

Salam Shuleenda Devi ◽

Shah Alam Sheikh ◽

Rabul Hussain Laskar

Keyword(s):

Malaria Parasite ◽

Blood Smear ◽

Thin Blood Smear ◽

Microscopic Images ◽

Parasite Detection

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Malaria parasite detection and cell counting for human and mouse using thin blood smear microscopy

Journal of Medical Imaging ◽

10.1117/1.jmi.5.4.044506 ◽

2018 ◽

Vol 5 (04) ◽

pp. 1 ◽

Author(s):

Mahdieh Poostchi ◽

Ilker Ersoy ◽

Katie McMenamin ◽

Emile Gordon ◽

Nila Palaniappan ◽

...

Keyword(s):

Malaria Parasite ◽

Blood Smear ◽

Cell Counting ◽

Smear Microscopy ◽

Thin Blood Smear ◽

Parasite Detection ◽

Human And Mouse

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Effective preprocessed thin blood smear images to improve malaria parasite detection using deep learning

Journal of Physics Conference Series ◽

10.1088/1742-6596/1869/1/012092 ◽

2021 ◽

Vol 1869 (1) ◽

pp. 012092

Author(s):

W Swastika ◽

G M Kristianti ◽

R B Widodo

Keyword(s):

Deep Learning ◽

Malaria Parasite ◽

Blood Smear ◽

Thin Blood Smear ◽

Parasite Detection

Download Full-text

Peer Review #1 of "Pre-trained convolutional neural networks as feature extractors toward improved malaria parasite detection in thin blood smear images (v0.2)"

10.7287/peerj.4568v0.2/reviews/1 ◽

2018 ◽

Author(s):

G Gopalakrishna Pillai

Keyword(s):

Neural Networks ◽

Peer Review ◽

Convolutional Neural Networks ◽

Malaria Parasite ◽

Blood Smear ◽

Thin Blood Smear ◽

Parasite Detection

Download Full-text

Peer Review #2 of "Performance evaluation of deep neural ensembles toward malaria parasite detection in thin-blood smear images (v0.1)"

10.7287/peerj.6977v0.1/reviews/2 ◽

2019 ◽

Author(s):

K Santosh

Keyword(s):

Performance Evaluation ◽

Peer Review ◽

Malaria Parasite ◽

Blood Smear ◽

Thin Blood Smear ◽

Neural Ensembles ◽

Parasite Detection

Download Full-text