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Evaluating the User-Perceived Benefit of a Virtual Lung Cancer Patient Education and Support Community: LVNG With Lung Cancer.
J Adv Pract Oncol
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Abramson Cancer Center, University of Pennsylvania, Philadelphia, Pennsylvania.
Background: The accessibility and quality of network support for people living with lung cancer (PLW) and their support partners (SP) can vary. Virtual platforms provide unique opportunities for PLW/SP peer support and disease education.
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Projections of Public Spending on Pharmaceuticals: A Review of Methods.
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Belgian Health Care Knowledge Centre, Brussels, Belgium.
Background: Forecasting future public pharmaceutical expenditure is a challenge for healthcare payers, particularly owing to the unpredictability of new market introductions and their economic impact. No best-practice forecasting methods have been established so far. The literature distinguishes between the top-down approach, based on historical trends, and the bottom-up approach, using a combination of historical and horizon scanning data.
View Article and Find Full Text PDFApplying Natural Language Processing Techniques to Map Trends in Insomnia Treatment Terms on the r/Insomnia Subreddit: Infodemiology Study.
J Med Internet Res
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Division of Sleep Medicine, Harvard Medical School, Boston, MA, United States.
Background: People share health-related experiences and treatments, such as for insomnia, in digital communities. Natural language processing tools can be leveraged to understand the terms used in digital spaces to discuss insomnia and insomnia treatments.
Objective: The aim of this study is to summarize and chart trends of insomnia treatment terms on a digital insomnia message board.
Sentiment analysis of tweets employing convolutional neural network optimized by enhanced gorilla troops optimization algorithm.
Sci Rep
January 2025
University of Ghana, P.O. Box 134, Legon-Accra, Ghana.
Sentiment analysis has become a difficult and important task in the current world. Because of several features of data, including abbreviations, length of tweet, and spelling error, there should be some other non-conventional methods to achieve the accurate results and overcome the current issue. In other words, because of those issues, conventional approaches cannot perform well and accomplish results with high efficiency.
View Article and Find Full Text PDFDevelopment of the 2025 ACPE Accreditation Standards Leading to the Doctor of Pharmacy Degree.
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The Accreditation Council for Pharmacy Education, Chicago, IL, USA.
The Accreditation Council for Pharmacy Education has developed the Accreditation Standards and Key Elements for the Professional Program in Pharmacy Leading to the PharmD Degree (Standards 2025), effective July 1, 2025. This article describes the processes used to revise the accreditation standards and key elements, as well as changes made from Standards 2016 to Standards 2025. Communities of interest were invited to provide written comments via email or participate in a web-based survey.
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