Anurag Mishra

In today’s data-driven world, the demand for robust, scalable, and sustainable machine learning (ML) systems is higher than ever. Data…

World Bank veteran joins to steer embedded insurance firm's profitability and expansion across Africa and the Middle East

The Hindus, who chose Pakistan over India, were brutally killed in front of their houses for being 'Kafirs'. And, the handful of Muslims who supported progressive ideas were either forced to leave Pakistan or were left to die in isolation.

OpIndia arrived in Siwan to cover the Bihar elections. The RJD has given the assembly election ticket to Osama Shahab, son of strongman Shahabuddin, from the Raghunathpur constituency in this district. During the coverage, we met a supporter of Osama Shahab.

PSIT-Pranveer Singh Institute of Technology (Pharmacy), INDIA Department of Pharmacology, School of Pharmaceutical Sciences, Jaipur National University, INDIA

Land surface temperature (LST) is a critical variable for understanding energy exchanges and water balance at the Earth's surface, as well as for calculating turbulent heat flux and long-wave radiation at the surface–atmosphere interface.

According to the local populace, individuals from the mosque frequently peer into the windows of residences as they proceed to their prayers.

Objective To assess the feasibility of conducting a cluster randomised controlled trial comparing the effects of Advanced Trauma Life Support (ATLS) and Primary Trauma Care (PTC) with standard care on patient outcomes.Design This was a pilot pragmatic three-armed parallel, cluster randomised, controlled trial conducted between April 2022 and February 2023. Patients were followed up for 30 days.Setting Tertiary care hospitals across metropolitan areas in India.Participants Adult trauma patients and residents managing these patients were included.Interventions ATLS or PTC training was provided for residents in the intervention arms.Main outcomes and measures The outcomes were the consent rate, loss to follow-up rate, missing data rates, differences in the distribution between observed data and data extracted from medical records, and the resident pass rate.Results Two hospitals were randomised to the ATLS arm, two to the PTC arm and three to the standard care arm. We included 376 patients and 22 residents. The percentage of patients who consented to follow-up was 77% and the percentage of residents who consented to receive training was 100%. The loss to follow-up rate was 14%. The pass rate was 100%. Overall, the amount of missing data for key variables was low. The data collected through observations were similar to data extracted from medical records, but there were more missing values in the extracted data.Conclusions Conducting a full-scale cluster randomised controlled trial comparing the effects of ATLS, PTC and standard care on patient outcomes appears feasible, especially if such a trial would use data and outcomes available in medical records.Trial registration number [NCT05417243][1].The code for the analysis is released publicly on GitHub (). The final anonymised dataset is available from the corresponding author on request.[1]: /lookup/external-ref?link_type=CLINTRIALGOV&access_num=NCT05417243&atom=%2Fbmjopen%2F15%2F12%2Fe099020.atom

Author(s) Mr. Anurag Mishra Aakash Maurya Akash Kushwaha Deepti Aggrawal Country India Abstract