Introduction: Encephalitis is inflammation of the brain. Viral infections are the most common cause of the condition .Encephalitis can cause flu-like symptoms, such as a fever or severe headache. It can also cause confused thinking, seizures, or problems with senses or movement. However, many cases of encephalitis result in only mild flu-like symptoms or even no symptoms. It's important to get ...

Abstract Coronavirus disease 2019 (COVID-19) is a global pandemic posing significant health risks. The diagnostic test sensitivity of COVID-19 limited due to irregularities in specimen handling. We propose deep learning framework that identifies from medical images as an auxiliary testing method improve sensitivity. use pseudo-coloring methods and platform for annotating X-ray computed tomograp...

Due to ever increasing of medical images data in the world’s medical centers and recent developments in hardware and technology of medical imaging, necessity of medical data software analysis is needed. Equipping medical science with intelligent tools in diagnosis and treatment of illnesses has resulted in reduction of physicians’ errors and physical and financial damages. In this article we pr...

Since the brain lesion detection and classification is a vital diagnosis task, in this paper, problem of magnetic resonance imaging (MRI) investigated. Recent advantages machine learning deep allows researchers to develop robust computer-aided (CAD) tools for lesions. Feature extraction an essential step any scheme. Time-frequency analysis methods provide localized information that makes them m...

Ultrasound imaging plays an important role in breast lesion differentiation. However, diagnostic accuracy depends on ultrasonographer experience. Various computer aided diagnosis systems has been developed to improve breast cancer detection and reduce the number of unnecessary biopsies. In this study, our aim was to improve breast lesion classification based on the BI-RADS (Breast Imaging Repor...

Image-based computer aided diagnosis systems have significant potential for screening and early detection of malignant melanoma. We review the state of the art in these systems and examine current practices, problems, and prospects of image acquisition, pre-processing, segmentation, feature extraction and selection, and classification of dermoscopic images. This paper reports statistics and res...

Introduction: Prostate cancer (PCa) is one of the most prevalent cancers among men. Diagnosis depends on a trans-rectal ultrasound (TRUS)-guided biopsy to estimate the stage and aggressiveness. The accuracy of this estimate is confounded by a high false negative rate due to a lack of consistent imaging characteristics that make the identification possible in a majority of cases and consequent u...

Nevus lipomatosus cutaneous superficialis (NLCS) is an extremely rare hamartomatous disorder comprising of ectopic mature adipose tissue. The lesions take the form of large, slow-growing, sessile or pedunculated tumors. We report the case of an 11-year-old boy with NLCS, dating back many months, that was growing as a cuff around the parotid duct. The lesion was successfully removed by diode las...

A forehead lipoma is a rare finding in a child, and one that penetrates the underlying layers of muscle and bone to attach to dura has not previously been reported. Two such cases, both in children who underwent uneventful deliveries aided by forceps, are presented. Both lesions were present at birth and, based on clinical findings, were originally thought to be dermoid cysts. Dermoid cysts cou...