Convolutional neural network based children recognition system using contactless fingerprints.

Biometric features are useful for unique identification, authentication, and security applications. Among all biometric features, fingerprints are the most commonly used because they contain ridges and valleys. There are challenges in recognizing child or infant fingerprints since the ridges are not mature as the hands are covered with a white substance and acquisition of fingerprint images is difficult.

Optimization of vector convolutional deep neural network using binary real cumulative incarnation for detection of distributed denial of service attacks.

In today's technological world, distributed denial of service (DDoS) attacks threaten Internet users by flooding huge network traffic to make critical Internet services unavailable to genuine users. Therefore, design of DDoS attack detection system is on urge to mitigate these attacks for protecting the critical services. Nowadays, deep learning techniques are extensively used to detect these attacks.

A Cohort Study to Address the Natural History of HPV and Cervical Dysplasia in Trivandrum, South India: Methodological Issues and Initial Results.

Epidemiological studies, especially cohort studies have many limitations in countries like India. The present population based molecular epidemiolohgical cohort study was planned to address the prevalence, risk factors and natural history of uterine cervical HPV infection in women in an area of suburban dwellings in South India. Epidemiological data, blood samples and cervical scrape smears were collected from women after obtaining an informed consent.

Epstein-Barr virus-associated gastric carcinoma in southern India: A comparison with a large-scale Japanese series.

Epidemiological and clinicopathological features of Epstein-Barr virus (EBV) associated gastric carcinoma was compared in India and Japan, two countries differing markedly in gastric cancer incidence. Using in situ hybridization assay, the presence of EBV-encoded small RNA (EBER) was examined in 215, and 2,011 gastric cancer cases in Kerala, India, and Japan, respectively. Ten cases (5%), all males, in the Indian series were EBER-positive.

'Metastatic invasive mole' causing paraplegia.

We report a rare case of 'metastatic invasive mole' to the spinal cord causing paraplegia in a 19-year-old woman. There are no such histologically proven reports in the literature since the use of the tumour marker, beta-subunit of human chorionic gonadotrophin (beta-HCG) and chemotherapy. We stress the importance of considering this rare possibility in young woman with compressive myelopathy.