Search Results - "Muhammad, Fatima Abdullahi"

Morphology classification of malaria infected red blood cells using deep learning techniques by Muhammad, Fatima Abdullahi, Sudirman, Rubita, Zakaria, Nor Aini, Noor Syakiylla Sayed Daud, Syarifah

“…•Rouleaux formation morphology is a common red blood cell abnormality in malaria infected patients which signifies the presence of an infection.•Rouleaux…”
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Comparison of Regularization and Data Augmentation as Means of Improving Malaria Classification using Convolutional Neural Network by Muhammad, Fatima Abdullahi, Sudirman, Rubita, Ariffin, Ismail, Ramli, Norhafizah

“…One of the major limiting factors of the application of deep learning in automating malaria diagnosis is the insufficiency of labeled data for network training…”
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Thin blood smear images of red blood cells with rouleaux formation morphology and normal morphology by Muhammad, Fatima Abdullahi, Sudirman, Rubita, Zakaria, Nor Aini

“…This dataset contains images of thin blood smear with normal red blood cell morphology and rouleaux red blood cell morphology. Ethical approval with approval…”
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