Semantic Data Lake Delivering Tacit Knowledge – Evidence based Clinical Decision Support

Can the complexity be removed and tacit knowledge delivered from the plethora of the medical information available in the world. ” Let Doctors be Doctors” Semantic Data Lake becomes the Book of Knowledge ascertained by correlation and causation resulting into Weighted Evidence Characteristics of Bioingine.com Cognitive Computing Platform Architecture style moves from Event driven into […]

Clinical Data Analytics – Loss of Innocence (Predictive Analytics) in a Large High Dimensional Semantic Data Lake

From Dr. Barry Robson’s notes:- Is Data Analysis Particularly Difficult in Biomedicine? Looking for a single strand of evidence in billions of possible semantic multiple combinations by Machine Learning Of all disciplines, it almost seems that it is clinical genomics, proteomics, and their kin, which are particularly hard on the data-analytic part of science. Is […]

Evidence based Medicine driven by Inferential Statistics – Hyperbolic Dirac Net

http://sociology.about.com/od/Statistics/a/Introduction-To-Statistics.htm From above link Descriptive Statistics (A quantitative summary) Descriptive statistics includes statistical procedures that we use to describe the population we are studying. The data could be collected from either a sample or a population, but the results help us organize and describe data. Descriptive statistics can only be used to describe the group that […]

Quantitative Semantic Algebra – Dr. Barry Robson (RQSA)

RQSA Theory – Develops algorithm for The QEXL Approach; overcoming limitations in gold standard Bayesian Network; while allowing for creation of generative models. Bayesian as such is an adaptive technique. (March 8 2013, Version March 10 2013) 1. INTRODUCTION 1.1. Purpose and Background. The following document describes principle features of a mathematical system of practical […]

The QEXL Approach (Healthcare Biggest Data) – Universal Healthcare Interoperability based on Probabilistic Ontology

Conquering Uncertainties Creating Infinite Possibilities (Possible application :- Achieving Algorithmic Driven ACO) Acknowledgements :- Dr. Barry Robson notes and conversation; including Effort of Quantal Semantics Inc. Introduction The QEXL Approach is a Systems Thinking driven technique that has been designed with the intension of developing “Go To Market” solutions for Healthcare Big Data applications requiring integration […]

Implicate Order – Probabilistic Ontology – Complexity Theory

For several years I have been probing Implicate Order as a way for modeling a system owing to the fact that all systems are probabilistically deterministic. Also, what is evident in a system is – in the method there exists Cartesian dilemma, This means the method used to study the macro behavior and the micro […]

Multi Lateral Cognition – Key Learning and Discerning Capability to Study Complex System

Simple View Multi-Lateral View Music by Bach, Chopin, Beethoven, Mozart – they helped to reach our experience beyond known boundary conditions. Beethoven was deaf, he could not hear his own compositions. But then how did he create “ode to joy”… he believed god whispered to him…else how could he write the program for the composition […]