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Machine learning in health informatics

WebThis dissertation concerns applications of Machine learning in health informatics. With an eye on personalized care as a main driver, we contribute on the following topics, (i) …

Actived: 5 days ago

URL: https://dspace.rpi.edu/items/2921dcf2-7896-4f00-b6ab-c3b3b10c0b96

The Personal Health Library: Taking EHR design to the Next Level

WebTechnology maturation in EHR design has evolved over the years. Formal data semantics and rich knowledge encoded in ontologies lead to new era of personalized precision …

Category:  Health Go Health

Dietary pectic substances enhance gut health by its poly …

WebPectic substances, one of the cell wall polysaccharides, exist widespread in vegetables and fruits. A surge of recent research has revealed that pectic substances can inhibit gut …

Category:  Health Go Health

The Problem of Fairness in Synthetic Healthcare Data

WebAccess to healthcare data such as electronic health records (EHR) is often restricted by laws established to protect patient privacy. These restrictions hinder the reproducibility of …

Category:  Health Go Health

Colon-targeted delivery systems for nutraceuticals: A review of …

WebBackground: Advances in nutriology have suggested the colon as a superior site for nutrition absorption. Nutraceuticals, including phytochemicals, probiotics, etc., have received …

Category:  Nutrition Go Health

Leveraging Large Language Models for Mental Health Prediction …

WebThe recent technology boost of large language models (LLMs) has empowered a variety of applications. However, there is very little research on …

Category:  Health Go Health

The Semantic Data Dictionary- An Approach for Describing and …

WebIt is common practice for data providers to include text descriptions for each column when publishing datasets in the form of data dictionaries. While these documents are useful in …

Category:  Health Go Health

Facilitating Reuse of Mental Health Questionnaires via Knowledge …

WebAbstract Questionnaires are one of the most common instrument types for screening patients for mental disorders. They are composed of items whose answers are typically …

Category:  Health Go Health

Leveraging Large Language Models for Mental Health Prediction …

WebShow simple item record. Leveraging Large Language Models for Mental Health Prediction via Online Text Data

Category:  Health Go Health

Personal Health Knowledge Graph for Clinically Relevant Diet

WebWe propose a knowledge model for capturing dietary preferences and personal context to provide personalized dietary recommendations. We develop a knowledge model called …

Category:  Health Go Health

Accelerating Child Health Exposure Research with the CHEAR Data …

WebAuthor Kovatch, Patricia; McGuinness, Deborah L.; Gennings, Chris; Teitelbaum, Susan. Other Contributors. Date Issued 2016-10-09

Category:  Health Go Health

Essays in healthcare operations management : investigating the

WebMy dissertation explores the relationship between operational factors and healthcare outcomes. The dissertation consists of three empirical research chapters. The first one …

Category:  Health Go Health

Three essays on data breaches and hospital operations : examining

WebThe importance of information in modern society cannot be overemphasized. The entry into the information society created the new opportunities for firms and the convenience for …

Category:  Health Go Health

Eat4Genes: A Bioinformatic Rational Gene Targeting App and …

WebEat4Genes is a prototype diet recommendation web app for patients, healthcare providers, and researchers that aids in the selection of a healthy diet to help …

Category:  Health Go Health

Semantic Technologies for Clinically Relevant Personal Health …

WebFull Citation Chen, CH. et al. (2022). Semantic Technologies for Clinically Relevant Personal Health Applications. In: Hsueh, PY.S., Wetter, T., Zhu, X. (eds

Category:  Health Go Health

Rethinking the impact of RG-I mainly from fruits and vegetables …

WebRhamnogalacturonan I (RG-I) pectin is composed of backbone of repeating disaccharide units →2)-α-L-Rhap-(1→4)-α-D-GalpA-(1→ and neutral sugar side-chains mainly …

Category:  Health Go Health

Breathtaking: Contemporary Figures of U.S. Asthma Care

Webii scholars, The Asthma Files is a digital archive of images, text, and videos that have been curated through a number of themes and questions posed by Asthma File researchers. …

Category:  Health Go Health

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