Bio-Inspired Deep-CNN Pipeline for Skin Cancer Early Diagnosis

SD-CNN: a Shallow-Deep CNN for Improved Breast Cancer Diagnosis

Breast cancer is the second leading cause of cancer death among women worldwide. Nevertheless, it is also one of the most treatable malignances if detected early. Screening for breast cancer with digital mammography (DM) has been widely used. However it demonstrates limited sensitivity for women with dense breasts. An emerging technology in the field is contrast-enhanced digital mammography (CE...

Bio-inspired flight control and visual search with CNN technology

In this paper it is shown that by building on parallel topographic CNN preprocessing of image flows, efficient terrain exploration and visual navigation algorithms can be developed. The approach combines several channels of nonlinear spatio-temporal feature detectors within an analogic CNN algorithm and produces unique binary maps of salient feature locations. This preprocessing scheme is embed...

Outcome of tongue cancer and early diagnosis

Back ground and Objective:Oral cancer is primarily a disease of epithelial origin. The tongue is the most common site of oral cancer. The aim of this study was to determine the frequency of tongue cancer and signs, symptoms, clinical features, and site of lesions in addition to factors affected this cancer.  Materials Methods and:Twenty eight medical records of patients who a...

NSF Proposal: A Healthcare Setting for Early Stage Skin Cancer and Skin Disease Diagnosis

Early Skin Cancer Detection Using Computer Aided Diagnosis Techniques

Skin cancers are cancers that due to the development of abnormal cells that have the ability to invade or spread to other parts of the body. There are three main types: basal-cell cancer, squamous-cell cancer and melanoma. Among the three melanoma spreads through metastasis, and therefore it has been proved to be very fatal. Melanomas typically occur in the skin and identification of skin cance...