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Results for “"Kannappan Palaniappan"”

2 results

CNN-based image analysis for malaria diagnosis

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Zhaohui Liang, Andrew J. Powell, Ilker Ersoy, Mahdieh Poostchi et al.

Year: 2016Citations: 321

Malaria is a major global health threat. The standard way of diagnosing malaria is by visually examining blood smears for parasite-infected red blood cells under the microscope by qualified technicians. This method is inefficient and the diagnosis depends on the experience and the knowledge of the p...

Physical Sciences
Computer Science
Computer Vision and Pattern Recognition
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Clustering-Based Dual Deep Learning Architecture for Detecting Red Blood Cells in Malaria Diagnostic Smears

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Yasmin M. Kassim, Kannappan Palaniappan, Feng Yang, Mahdieh Poostchi et al.

Journal: IEEE Journal of Biomedical and Health InformaticsYear: 2020Citations: 106

Computer-assisted algorithms have become a mainstay of biomedical applications to improve accuracy and reproducibility of repetitive tasks like manual segmentation and annotation. We propose a novel pipeline for red blood cell detection and counting in thin blood smear microscopy images, named RBCNe...

Physical SciencesComputer ScienceComputer Vision and Pattern RecognitionOpen Access
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