A novel Skin lesion prediction and classification technique: ViT-GradCAM.

Background: Skin cancer is one of the highly occurring diseases in human life. Early detection and treatment are the prime and necessary points to reduce the malignancy of infections. Deep learning techniques are supplementary tools to assist clinical experts in detecting and localizing skin lesions.

Sickle cell disease and the need for blood: Barriers to donation for African, Caribbean, and Black young adults in Canada.

Background: Many blood operators around the world face the challenge of increasing the number of donors of African ancestry to meet the transfusion needs of people living with sickle cell disease. This article reports results of the barriers to blood donation for young adults (aged 19-35) in Canada who identify as African, Caribbean, or Black.

Study Design And Methods: A community-based qualitative study was conducted by researchers from community organizations, blood operator, and universities.

Molecular mechanism involved in epithelial to mesenchymal transition.

Epithelial to mesenchymal transition (EMT) is a biological process that plays an important role during embryonic development. During this process, the epithelial cells lose their polarity and acquire mesenchymal properties. In addition to embryonic development, EMT is also well-known to participate in tissue repair, inflammation, fibrosis, and tumor metastasis.