Assessment of deep learning models for cutaneous Leishmania parasite diagnosis using microscopic images

AM Abdelmula, O Mirzaei, E Güler, K Süer - Diagnostics, 2023 - mdpi.com
Cutaneous leishmaniasis (CL) is a common illness that causes skin lesions, principally
ulcerations, on exposed regions of the body. Although neglected tropical diseases (NTDs) …

Development of Self-Supervised Learning with Dinov2-Distilled Models for Parasite Classification in Screening

N Pinetsuksai, V Kittichai, R Jomtarak… - 2023 15th …, 2023 - ieeexplore.ieee.org
At present, parasitic infections in humans, such as intestinal parasitic infections and soil-
transmitted helminth (STH) infection, remain a public health concern, with screening …

AI Methods and Algorithms for Diagnosis of Intestinal Parasites: Applications, Challenges and Future Opportunities

MH Kenneth, T Joseph, N Rose - East African Journal of …, 2024 - journals.eanso.org
Artificial intelligence (AI) transforms intestinal parasite diagnosis, particularly through deep
learning models like convolutional neural networks (CNNs). This paper reviews the …