2 years, 11 months ago

The BioIngine.com Platform Beta Release 1.0 on the Anvil

The BioIngine.com™  Ingine; Inc™, The BioIngine.com™, DiracIngine™, MARPLE™ are all Ingine Inc © and Trademark Protected; also The BioIngine.com is Patent Pending IP belonging to Ingine; Inc™. High Performance Cloud based Cognitive Computing Platform The below figure depicts the healthcare analytics challenge as the order of complexity is scaled. 1. Introduction Beta Release 1.0 It […]

2 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 […]

3 years, 4 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 →

3 years, 7 months ago

HDN (Hyperbolic Bayes Net) + Data Mining to Discover Tacit Knowledge and Map Clinical Pathways

  Data consists of symbols that represent objects, events, and their properties. Information is data that has been made useful. Information answers the questions of who, what, where, when, and how many. Information is helpful in deciding what to do, not how to do it. Knowledge consists of instructions and know-how. Knowledge answers the ‘how’ […]

3 years, 7 months ago

Probabilistic Modeling, Predictive Analytics & Intelligent Design from Multiple Medical Knowledge Sources

Bioingine.com; Probabilistic Modeling and Predictive Analytics Platform for A.I driven Deep Learning to discover Pathways from Clinical Data to Suggested Ontology for Pharmacogenomics; achieving Personalization and Driving Precision Medicine. Data Integration in the Life Sciences: 11th International Conference, DILS 2015, Los Angeles, CA, USA, July 9-10, 2015, Proceedings The Feature Diagram from the book above:- Pharmacogenomic knowledge […]

3 years, 8 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 […]

3 years, 8 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 […]

3 years, 8 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 […]

3 years, 9 months ago

Data Science On Non-Locality, Hidden Problems and Lack of Information

Discourse with Dr. Barry Robson, about some thing quite bizarre in solving an unknown problem against uncertainty. Srinidhi Boray (SB) – Hey Barry Question !!! “Graphing should pave way for creating the tacit knowledge by context for a chosen hypothesis; and infinite varieties of the hypothesis is technically possible in an ecosystem” Dr. Barry Robson (BR) – Your question […]

6 years, 2 months 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 […]

6 years, 7 months ago

In Quest of Consciousness

Oh you ponderous and in intellectual trifle lost, knows not of my existence. Should you be conscious, will not I be in your consciousness. The continuum from singularity – Big Bang all the way to Dark Hole all the manifest, past present and future in the whole; is consciousness. The oriental and occidental battled different […]

6 years, 7 months ago

In Quest of Consciousness

Oh you ponderous and in intellectual trifle lost, knows not of my existence. Should you be conscious, will not I be in your consciousness. The continuum from singularity – Big Bang all the way to Dark Hole all the manifest, past present and future in the whole; is consciousness. The oriental and occidental battled different […]