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Digital Technology Application - Clinical Nutrition

Digital technology has significantly impacted the field of clinical nutrition, revolutionizing the way nutrition-related information is accessed, analyzed, and applied in healthcare settings. From personalized dietary assessments to remote monitoring and innovative interventions, digital tools have transformed clinical nutrition practices, enhancing patient care, improving outcomes, and facilitating more effective message between healthcare providers and patients. Here's an overview of the applications of digital technology in clinical nutrition: Personalized Nutrition Assessments and Recommendations: 1. Mobile Apps and Online Platforms: Various mobile apps and web-based platforms offer personalized nutrition assessments, enabling individuals to input dietary habits, health goals, and medical history to receive tailored dietary recommendations and meal plans. 2. Nutritional Analysis Software: Diet analysis software allows healthcare professionals to assess patients' d...

Pentaho, an opportunity to enterprise intelligence

Pentaho is an open supply community venture and a commercial open source alternative for BI (Business Intelligence). It is designed to meet the commercial enterprise information analysis and reporting wishes of businesses.

The answers are written in Java which makes them a very flexible solution as new modules may be created to adapt them to the specific wishes of the company.

Pentaho offers intuitive reporting, OLAP evaluation, dashboards, statistics integration, records mining and a business intelligence platform; what permits:

 


Inform: Access statistics and make records available to the complete organisation.

Analyze: Explore and examine facts interactively and in no time.

Synthesize: Get immediately perception into metrics and metrics through dashboards.

Integration: Polish and combine records from a couple of resources anyplace they're.

Exploration: Allows you to do information mining to find out hidden patterns or future developments.

The Pentaho BI package consists of the subsequent modules:

 

Pentaho Analysis Services - Based on Modrian, an OLAP (Online Analytical Processing) server written in Java. It helps MDX (MDX) and XML Query Language for parsing and olap4j interface specs.

Pentaho Reporting: It consists of a presentation engine which can generate programmatic reports primarily based on an XML definition document.

Pentaho Data Mining: This is the shell of the Weka undertaking (Data Mining). It's a software bundle that makes use of device mastering, gadget learning, and records mining strategies. It has a number of type, regression, affiliation and clustering algorithms to aid predictive analysis tasks.

Pentaho Dashboard: An included platform for presenting statistics approximately your statistics, wherein you could view reviews, interactive charts, and cubes created with the Pentaho Report Designer equipment.

Pentaho for Apache Hadoop: This is a low-level connector that makes it less complicated to get admission to large volumes that are managed in an Apache Hadoop assignment.

Pentaho gives corporate and public editions of the software. The business enterprise software is purchased with an annual subscription and incorporates extra features and support that are not available inside the network model.

 

Primary functions

-A hundred% J2EE platform: Offers scalability, integration and portability.

-Server: Can run on J2EE like minded servers such as JBOSS AS, WebSphere, Tomcat, WebLogic and Oracle AS.

-Database: via JDBC, IBM DB2, Microsft SQL Server, MySQL, Oracle, PostgreSQL, NCR Teradata, Firebird, ...

-Operating machine: no dependency. Interpreted language.

-Programming language: Java, Javascript, JSP, XSL (XSLT / XPath / XSL-FO).

-Development interface: Java SWT, Eclipse, internet interface.

-Data warehouse: XML based totally.

-All additives are available through internet services to facilitate integration into the provider-oriented structure (SOA).

-Advantages and downsides

-The maximum critical advantages to remember while selecting a tool:

-Open source is open supply, so no licenses want to be bought to use it (no fee).

-Multiplatform, works on Linux, Windows and Macintosh.

-Graphic improvement environment

-Use trendy technology consisting of Java, XML or Javascript

-It has image development environments each in PDI and Business Intelligence Server as well as in other tools.

-Easy to install and configure.

-It is a versatile answer as it was developed in Java and it lets in you to create new features or modules to conform them to the needs of your commercial enterprise.

-It has a effective records mining engine and an OLAP server.

-The latest versions placed quite a few emphasis on massive facts and non-relational databases.

-A big network is operating and testing new versions of the network and working on new features.

 

The primary drawback is that there isn't always quite a few dependable documentation. Pentaho has a basic consumer manual that doesn't describe among the standards in element, making it hard to layout and set up the answer. In addition, most of this documentation is written via users who normally provide detailed solutions to specific problems.

Another drawback to Pentaho is that the gear protected inside the bundle have been evolved one at a time. That is, builders are forced to use distinctive strategies to carry out the same moves, however with distinctive equipment, making it difficult to observe and expand feasible answers

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