Abstract:This paper proposes an intelligent medicine recognition system based on deep learning techniques, named ST-Med-Box. The proposed system can assist chronic patients in taking multiple medications correctly and in avoiding taking the wrong medications, which may cause drug interactions, and can provide other medication-related functionalities such as reminders to take medications on time, medication information, and chronic patient information management. The proposed system consists of an intelligent medicine recognition device, an app running on an Android-based mobile device, a deep learning training server, and a cloud-based management platform. Currently, eight different medicines can be recognized by the proposed system. The experimental results show that the recognition accuracy reaches 96.6%. Therefore, the proposed system can effectively reduce the problem of drug interactions caused by taking incorrect drugs, thereby reducing the cost of medical treatment and giving patients with chronic diseases a safe medication environment.

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Abstract:The cost effective solid state route has been endorsed to tailor the eco-friendly polycrystalline ceramic Ca2LaVO6. The qualitative phase analysis through X-Ray Diffraction (XRD) at room temperature confirms the formation of single phase new double perovskite. Vibrational properties of the compound investigated through FTIR spectroscopy and confirm the finger print of atoms in the compound. Temperature and frequency dependence dielectric behavior confirms there is a chance of ferro electricity existence in the compound. Conduction mechanism as well as leakage property of the material is carried out through respective impedance spectroscopy and ac conductivity study.

Keywords:A. ceramic, B. X-Ray Diffraction, C. SEM, D. LCR, E. optical properties.

Abstract:Recently, global health and public health surveillancehave received unprecedented recognition for their importance in dealing with the newly emerging and recurring infectious diseases, new cycles of pandemics, and the threats of biological hazards. Currently, the world is experiencing the most treacherous and hazardous situation with a vulnerable crisis situation created by a daredevil named 2019 Novel Corona virus. In this context, it is proposed to provide an update of the current state of knowledge on health surveillance in a globalized scale and the present scenario suggests that there should be a greater emphasis on public health surveillance systems that can provide information to guide public health decisions in many areas including disease prevention, prevention program planning , management and health promotion especially at workplaces.

Keywords:Public Health Surveillance, Pandemics, Medical Surveillance, Public Health Interventions.

Abstract:Students have engrained in their minds that mathematics is a difficult subject. This makes the teachers thrown down the gauntlet on what effective pedagogy in Mathematics could make it easier for students to grasp Math lessons. Math teachers have been discovering effective teaching approaches that make sense to the students in improving their achievement and attitudes towards math. To test the effect of practical work approach (PWA) using supplemental learning materials (SLM’s) on the achievement and attitudes of students towards Statistics and Probability, this study was conducted. Quasi-experimental research design was employed and 90 students served as respondents of the study. Mean Percentage Score (MPS), weighted mean and t-test were applied to describe data and make good inferences. Findings revealed that control and experimental groups had a comparable achievement and students in both groups displayed negative attitudes towards Statistics and Probability prior to the start of experimentation. After the exposures of control group with traditional approach and experimental group with PWA using SLM’s, achievement of experimental group was significantly higher than control group. At the end of experimentation, students in control group still showed negative attitudes while students in experimental group demonstrated positive attitudes already towards Statistics and Probability. Thus, PWA using SLM’s had a positive effect on the achievement and attitudes of students towards Statistics and Probability.

Keywords:Practical Work Approach, Supplemental Learning Materials and Effective Teaching

Abstract:Breast cancer is identified as one of the reasons of highest cause of death. Early diagnosis may be only way to save lives of women suffering from breast cancer. In the current scenario the available diagnostic procedures is not affordable by the people who are below the poverty line as well lacks early detection of cancer. Micro ribonucleic acids (miRNAs) are small noncoding RNA molecules that regulate the gene expression during translational. This emerging class of non-invasive biomarkers are used as a tool for cancer diagnosis and prognosis, Due to their stability in the body fluid and found freely circulating in body fluid which makes it the best and effective biomarker in cancer detection. This review we summarize the role of the selected miRNAs which can be used as a biomarker for detection of breast cancer.

Keywords:miRNA, Biomarker, Breast cancer, non-invasive biomarkers