9 days ago

Datamining against Healthcare Waste – $1.6 Trillion

Revolutionary Hyperbolic Dirac Net (HDN) based Data Mining Technique in fretting out Rogue Claims – Dr. Barry Robson, Ingine, Inc. DiracSmash, or just SMASH for short, is a Q-UEL application in the sense that it is compatible with QUEL. It extracts probabilistic knowledge from csv files and renders it in the form of Q-UEL tags. […]

7 months, 8 days ago

Deep Learning in Hamiltonian Space on iPad

Large Data Analytics – on your iPad [Big Data In Your Mini Space] Combinatorial Explosion !!! Hermitian Conjugates and Billion Tags Hamiltonian Space Offering Deep Learning The BioIngine.com™ Platform The BioIngine.com™; offers a comprehensive bio-statistical reasoning experience in the application of the data science that blends descriptive and inferential statistical studies. Progressing further it will also blend […]

7 months, 9 days ago

The BioIngine.com – Deep Learning Comprehensive Statistical Framework – Descriptive to Probabilistic Inference

  Given the challenge of analyzing against the large data sets both structured (EHR data) and unstructured data; the emerging Healthcare analytics are around below discussed methods d (multivariate regression), e (neural-net) and f (multivariate probabilistic inference); Ingine is unique in the Hyperbolic Dirac Net proposition for probabilistic inference. The basic premise in engineering The BioIngine.com™ is in acknowledging the […]

10 months, 15 days ago

The Bioingine.com :- On-boarding PICO – Evidence Based Medicine [Large Data Driven Medicine]

    Medical Automated Reasoning Programming Language environment [MARPLE] References:- On PICO Gold Standard  http://www.ncbi.nlm.nih.gov/pmc/articles/PMC3140151/ http://www.ncbi.nlm.nih.gov/pmc/articles/PMC1069073/ Formulating a researchable question: A critical step for facilitating good clinical research Sadaf Aslam and Patricia Emmanuel Abstract:- Developing a researchable question is one of the challenging tasks a researcher encounters when initiating a project. Both, unanswered issues in current clinical practice or […]

10 months, 19 days 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 […]

10 months, 28 days 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 […]

1 year, 6 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’ […]

1 year, 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 […]

1 year, 9 months ago

Healthcare Interoperability, Standards and Data Science

Srinidhi Boray | Ingine, Inc | Bioingine.com Introducing, Ingine, Inc. it is a startup in its incipient stages of developing BioIngine platform, which brings advancement in data science around Interoperability. Particularly with healthcare data mining and analytics dealing with medical knowledge extraction. Below are some of the lessons learned discussed while dealing with the healthcare […]

1 year, 9 months ago

Cartesian Dilemma Afflicts the EHR Incentive Program compromising the mission of Healthcare Interoperability

Affordability Care Act and HITECH Act lead into EHR Incentive Program. Based on the EHR Incentive Program CMS has already payed out 24+ Billion to Eligible Participants. To advance EHR adoption in the Healthcare Ecosystem CMS proposed formation of Accountable Care Organization https://www.cms.gov/Newsroom/MediaReleaseDatabase/Fact-sheets/2011-Fact-sheets-items/2011-12-19.html From the above link “”The Pioneer ACO Model is designed for health care organizations and providers that […]

3 years, 11 months ago

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 […]