Classification of motor imagery EEG with ensemble RNCA model.

Motor Imagery (MI) based brain-computer interface (BCI) systems are used for regaining the motor functions of neurophysiologically affected persons. But the performance of MI tasks is degraded due to the presence of redundant EEG channels. Hence, a novel ensemble regulated neighborhood component analysis (ERNCA) method provides a perfect identification of neural region that stimulate motor movements.

Antioxidant and hepatoprotective potentials of novel endophytic fungus Achaetomium sp., from Euphorbia hirta.

Objective: To isolate, identify and evaluate the antioxidant, antimicrobial, hepatoprotective potentials, total phenolic content, flavonoid content, tannin content of ethyl acetate extract of endophytic fungus Achaetomium sp., isolated from Euphorbia hirta.

Methods: Hepatoprotectivity of ethyl acetate extract of Achaetomium sp.

Perceptions of Medical Teachers on the Faculty Development Programme.

Background: Medical Council of India (MCI) insists on the training of Medical Teachers in Medical Education Technologies (MET). The need for such a training is debated by many teachers. Hence this study is taken up to analyse its benefits.

Diagnostic markers of acute myocardial infarction.

Acute myocardial infarction (AMI) is a major cause of morbidity and mortality worldwide. The highest risk of fatality occurs within the initial hours of onset of AMI. Thus, early diagnosis of cardiac ischemia is critical for the effective management of patients with AMI.

Study on paraoxonase 1 in type 2 diabetes mellitus.

Type 2 Diabetes Mellitus (T 2 D M) occurring as a result of reduced insulin action, is seen in a larger section of population. It is also a condition of Oxidative Stress utilizing the antioxidant resources of the body. One such antioxidant is the Paraoxonasel (PON1) enzyme associated with High Density Lipoprotein.