3 years, 11 months ago

Q-UEL Toolkit for Medical Decision Making :- Science of Uncertainty and Probabilities

Quantum Universal Exchange Language Implicate order and explicate order are concepts coined by David Bohm to describe two different frameworks for understanding the same phenomenon or aspect of reality.He uses these notions to describe how the same phenomenon might look different, or might be characterized by different principal factors, in different contexts such as at different scales. Macro […]

4 years, 3 months ago

Platform for BigData Driven Medicine and Public Health Studies [ Deep Learning & Biostatistics ]

Bioingine.com; Platform for comprehensive statistical and probability studies for BigData Driven Medicine and Public Health. Importantly helps redefine Data driven Medicine as:- Ontology (Semantics) Driven Medicine Comprehensive Platform that covers Descriptive Statistics and Inferential Probabilities. Beta Platform on the anvil…. Continue Reading →

4 years, 4 months ago

Bioingine.com :- Quantum Mechanics Machinery for Healthcare Ecosystem Analytics

Notational – Symbolic Programming Introduced for Healthcare Analytics Quantum Mechanics Firepower for Healthcare Ecosystem Studies Interoperability Analytics Public Health and Patient Health Quantum Mechanics Driven A.I Experience Deep Machine Learning Descriptive and Inferential Statistics Definite and Probabilistic Reasoning and Cognitive… Continue Reading →

4 years, 4 months ago

Know Your Health Ecosystem (Semantic Lake) :- Deep Learning from Healthcare Interoperability BigData – Descriptive and Inferential Statistics

Bioingine.com; Platform for Healthcare Interoperability (large data sets) Analytics Deep Learning from Millions of EHR Records 1. Payer – Provider:- (Mostly Descriptive Statistics) Mostly answers “What” Healthcare Management Analysis (Systemic Efficiencies) Opportunities for cost reduction Chronic patient management Pathway analysis… Continue Reading →

4 years, 7 months ago

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 […]

4 years, 7 months ago

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 […]

4 years, 7 months ago

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 […]

7 years, 1 month ago

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 […]

7 years, 6 months ago

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 […]

7 years, 7 months ago

What came first Design (Gene – DNA – Chromosomes) or Building Material (Protein) :- Architecture Paradox

Below is the Reply to a Question what came first DNA or Protein? One seem not to exist without the other. This a paradox. System is combination of questions (problem domain) and answers (solution domain) – why, how, what, when, where. Also, it alludes to transformation – lets say driven by entropy. So, system dynamics. […]

8 years, 7 days ago

Transformative Enterprise Architecture Framework – Connecting Strategy – Tactical (Operational) – Execution (Implementation)

Defeat Darwinian Enterprise Model that is Adaptive, rather strive to achieve Generative Model that is transformative creating rich diversity from minimal sets. Connect – Strategy – Architecture / Operations – Implementation