Improved early detection accuracy for breast cancer using a deep learning framework in medical imaging.

Problem: The most prevalent cancer in women is breast cancer (BC), and effective treatment depends on being detected early. Many people seek medical imaging techniques to help in the early detection of problems, but results often need to be corrected for increased accuracy.

Aim: A new deep learning approach for medical images is applied in the detection of BC in this paper.

Drug release potential of polyacrylamide grafted-Assam Bora rice polysaccharide graft copolymer (ABRS-g-PAM) as effective controlled release polymer.

The research focuses on the characterization and evaluation of drug delivery efficiency of a microwave-assisted, free-radical synthesized polyacrylamide-grafted Assam Bora rice starch (ABRS) graft copolymer (ABRS-g-PAM). Percentage grafting efficiency (% GE) and intrinsic viscosity were chosen as the optimization parameters. The optimized ABRS-g-PAM Grade Formulation 4 (GF4) was found to be the best grade.

Transforming Hospital Housekeeping: The Kayakalp Journey.

Introduction: The Kayakalp guidelines for public healthcare facilities under the Swachh Bharat Abhiyan (Clean India Mission) focus on improving sanitation, cleanliness, and infection control at public hospitals in India. This study was conducted in a 960-bed tertiary-level teaching hospital in eastern India. Housekeeping has been a challenge in public institutions, with factors like overcrowding and resource constraints.

Histological Changes in Ruptured Anterior Cruciate Ligament: A Comparative, Prospective, Observational Study in Different Age Groups and Time of Presentation Since Injury.

Anterior cruciate ligament (ACL) injury is one of the most common sports-related injuries. Because of its intra-capsular location, it has very little chance of healing following injury. The causes of poor healing of ACL tears are mostly due to poor vascularity, disorganized collagen bundles, insufficient myofibroblast proliferation, etc.