Design, Development, and Testing of Machine Learning Models to Estimate Properties of Friction Stir Welded Joints.

This paper estimates friction stir welded joints' ultimate tensile strength (UTS) and hardness using six supervised machine learning models (viz., linear regression, support vector regression, decision tree regression, random forest regression, K-nearest neighbour, and artificial neural network). Tool traverse speed, tool rotational speed, pin diameter, shoulder diameter, tool offset, and tool tilt are the six input parameters in the 200 datasets for training and testing the models.

Histologic, histochemical, and immunohistochemical changes in buffalo liver with cystic echinococcosis.

The present study aimed to evaluate the histologic, histochemical, and immunohistochemical changes in buffalo livers with cystic echinococcosis. Noninfected and infected livers were collected from the freshly slaughtered buffalo at the Aligarh abattoir. Small pieces of both infected and noninfected livers ( = 5) were cut and processed for histologic and histochemical studies.

The Molecular Detection and Therapeutic Management of Pathogenic Infection in a Goat: A Case Report.

A 2-year-old female Assam Hill goat was presented with a clinical history of anorexia, fever, mild anemia, rough body coat, dehydration, tachycardia, dyspnea and swelling of palpable lymph nodes. Hematology revealed low hemoglobin, packed cell volume, red blood cell and thrombocyte count. Biochemical analysis showed increased serum concentration of alanine aminotransferase (ALT), aspartate aminotransferase (AST), creatinine and urea in comparison to the normal reference range.

Infrastructure and resourcing of diversity, equity, inclusion, and accessibility initiatives across US pharmacy schools.

Objectives: This study assesses the infrastructure and resources surrounding diversity, equity, inclusion, and accessibility (DEIA) efforts in pharmacy education. The objectives were to investigate leadership roles and qualifications, resource commitment, challenges faced, and proudest accomplishments related to DEIA initiatives in colleges and schools of pharmacy.

Methods: A 27-question survey was distributed to CEO deans of US colleges and schools of pharmacy.

Allogeneic Stem Cell Transplant in Hematological Disorders: A Decade of Experience.

: Allogeneic hematopoietic cell transplantation (allo-HCT) is a complex procedure with the potential to provide curative treatment for various hematological disorders. This study aims to evaluate the outcomes of allo-HCT in hematological diseases and identify significant complications in a single-center setting. : We conducted a retrospective analysis of 180 patients with hematological diseases who underwent allo-HCT between January 2011 and December 2021.