A survey on advanced machine learning and deep learning techniques assisting in renewable energy generation.

The sustainability of the earth depends on renewable energy. Forecasting the output of renewable energy has a big impact on how we operate and manage our power networks. Accurate forecasting of renewable energy generation is crucial to ensuring grid dependability and permanence and reducing the risk and cost of the energy market and infrastructure.

Modulation of gene expression by thymoquinone conjugated zinc oxide nanoparticles arrested cell cycle, DNA damage and increased apoptosis in triple negative breast cancer cell line MDA-MB-231.

Nanomedicines include the area of science that combines the drugs or diagnostic molecules using nanotechnology approach to improve its ability to target specific cells or tissues. Zinc oxide (ZnO) nanoparticles are known for its non-toxicity, biocompatibility and biosafety. Thymoquinone (TQ) is used in the present study from the seeds of (Black cumin seed).

Medical abortion: understanding perspectives of rural and marginalized women from rural South India.

Objective: To understand how rural and other groups of marginalized women define safe abortion; their perspectives and concerns regarding medical abortion (MA); and what factors affect their access to safe abortion.

Methods: Focus group discussions were held with various groups of rural and marginalized women in Tamil Nadu to understand their perspectives and concerns on abortion, especially MA.

Results: Nearly a decade after mifepristone was approved for abortion in India, most study participants had never heard of MA.

An investigation of maternal deaths following public protests in a tribal district of Madhya Pradesh, central India.

Since 2005, the Government of India has initiated several interventions to address the issue of maternal mortality, including efforts to improve maternity services and train community health workers, and to give cash incentives to poor women if they deliver in a health facility. Following local protests against a high number of maternal deaths in 2010 in Barwani district in Madhya Pradesh, central India, we undertook a fact-finding visit in January 2011 to investigate the 27 maternal deaths reported in the district from April to November 2010. We found an absence of antenatal care despite high levels of anaemia, absence of skilled birth attendants, failure to carry out emergency obstetric care in obvious cases of need, and referrals that never resulted in treatment.