SARS-CoV-2 infection pattern, transmission and treatment: Multi-center study in low to middle-income districts hospitals in Punjab, Pakistan.

Pakistan has reported a substantial number of COVID-19 cases since 2020. A multicenter observational study was conducted to identify the pattern of SARS-CoV-2 infection, transmission, and treatment in patients admitted to seven low to middle-income district hospitals in the Province of Punjab, Pakistan from March to June 2020. A total of 102 patients were recruited.

Clinical applications of artificial intelligence and machine learning in cancer diagnosis: looking into the future.

Artificial intelligence (AI) is the use of mathematical algorithms to mimic human cognitive abilities and to address difficult healthcare challenges including complex biological abnormalities like cancer. The exponential growth of AI in the last decade is evidenced to be the potential platform for optimal decision-making by super-intelligence, where the human mind is limited to process huge data in a narrow time range. Cancer is a complex and multifaced disorder with thousands of genetic and epigenetic variations.

Entropy Generation via Ohmic Heating and Hall Current in Peristaltically-Flowing Carreau Fluid.

The core objective of the present study is to examine entropy generation minimization via Hall current and Ohmic heating. Carreau fluid considerations interpret the unavailability of systems' thermal energy (for mechanical work). The magneto hydrodynamic flow is in the channel, which is not symmetric.