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Development of the Big Ten Academic Alliance Collaborative for Women in Medicine and Biomedical Science: "We Built the Airplane While Flying It".
JMIR Form Res
January 2025
Department of Neurosurgery, The Ohio State University College of Medicine, Columbus, OH, United States.
Women-identifying and women+ gender faculty (hereto described as women+ faculty) face numerous barriers to career advancement in medicine and biomedical sciences. Despite accumulating evidence that career development programming for women+ is critical for professional advancement and well-being, accessibility of these programs is generally limited to small cohorts, only offered to specific disciplines, or otherwise entirely unavailable. Opportunities for additional, targeted career development activities are imperative in developing and retaining women+ faculty.
View Article and Find Full Text PDFEvaluation of Prediction Models for the Capping and Breaking Force of Tablets Using Machine Learning Tools in Wet Granulation Commercial-Scale Pharmaceutical Manufacturing.
Pharmaceuticals (Basel)
December 2024
College of Pharmacy, Dankook University, 119, Dandae-ro, Dongnam-gu, Cheonan-si 31116, Republic of Korea.
: This study aimed to establish a predictive model for critical quality attributes (CQAs) related to tablet integrity, including tablet breaking force (TBF), friability, and capping occurrence, using machine learning-based models and nondestructive experimental data. : The machine learning-based models were trained on data to predict the CQAs of metformin HCl (MF)-containing tablets using a commercial-scale wet granulation process, and five models were each compared for regression and classification. We identified eight input variables associated with the process and material parameters that control the tableting outcome using feature importance analysis.
View Article and Find Full Text PDFFabrication and Electrical Characterization of Low-Temperature Polysilicon Films for Sensor Applications.
Micromachines (Basel)
December 2024
International Iberian Nanotechnology Laboratory, 4715-330 Braga, Portugal.
The development of low-temperature piezoresistive materials provides compatibility with standard silicon-based MEMS fabrication processes. Additionally, it enables the use of such material in flexible substrates, thereby expanding the potential for various device applications. This work demonstrates, for the first time, the fabrication of a 200 nm polycrystalline silicon thin film through a metal-induced crystallization process mediated by an AlSiCu alloy at temperatures as low as 450 °C on top of silicon and polyimide (PI) substrates.
View Article and Find Full Text PDFRealist evaluation of the AKU-SONAM mentorship program.
PLoS One
January 2025
Department for Educational Development, Aga Khan University, Karachi, Pakistan.
Background & Objectives: The context, mechanism, and outcome (CMO) framework is meant to identify specific contextual factors (C) related to organizational and program structure that trigger certain mechanisms (M) involving the unique characteristics of a program, leading to specific outcomes (O). The purpose of this study was to explore the contextual underpinnings, operational processes, and resultant effects of the faculty mentorship program at AKU-SONAM. This exploration involved the context in terms of organizational culture, mechanisms examining processes such as communication between mentors and mentees, quality of relationships, the challenges encountered, and the program's adaptability to cope up while, outcomes encompassed improvements in interpersonal relationships, career advancement, and skill development.
View Article and Find Full Text PDFDental Caries, Erosive Tooth Wear, and Periodontal Status of Military Student Pilots in Finland: A Comparative Cross-Sectional Study.
Mil Med
January 2025
Department of Oral and Maxillofacial Diseases, University of Helsinki, Helsinki, 00014, Finland.
Introduction: Oral health is a crucial factor for service safety among military pilots, but studies specifically on pilots are still very few in Finland. The aim of this study was to assess the oral health status of military student pilots compared to other conscripts of the same age group.
Materials And Methods: The data were collected during the oral health examinations of the annual class of the Pilot Reserve Officer Course students at the beginning of their duty at the Air Force Academy (N = 38).
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