Hyperbolic Dirac Net

5 years, 10 months ago

2004 to 2017 Convergence of Big Data, Machine Learning, Semantic Web, Graph Analytics, High Performance Computing – All These and Yet Big Data Analytics Sucks

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2004 – Tim Lee Berner   Semantic Web OWL and RDF introduced to address Semantic Web and also Knowledge Representation. This really calls for BigData technology that was still not ready. https://www.w3.org/2004/01/sws-pressrelease   2006 – Hadoop Apache Hadoop is an open source software framework for storage and large scale processing of data-sets on clusters of commodity […]

6 years, 5 months ago

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

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  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 […]

6 years, 9 months ago

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

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    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 […]

6 years, 9 months ago

The BioIngine.com Platform Beta Release 1.0 on the Anvil

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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 […]

6 years, 9 months ago

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

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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 […]

6 years, 10 months ago

BioIngine.com :- High Performance Cloud Computing Platform

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Non-Hypothesis driven Unsupervised Machine Learning Platform delivering Medical Automated Reasoning Programming Language Environment (MARPLE) Evidence Based Medicine Decision Process is based on PICO From above link “Using medical evidence to effectively guide medical practice is an important skill for all physicians to learn. The purpose of this article is to understand how to ask and evaluate […]

6 years, 11 months ago

Value Added Partners Invited – BioIngine.com; Cognitive Computing Platform democratizing Medical Knowledge at Point of Care.

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Commoditization of Data Science and unleashing Democratized Medical Knowledge. The mission of Ingine Inc as a startup is to bring advancement in data science as applicable to medical knowledge extraction from large data sets. Particularly following are the differentiators owing to which Ingine Inc is a candidate startup in hope of advancing science in difficult […]

6 years, 11 months ago

Precision Medicine: With new program from White House; also comes redundant grant funding and waste – How does all these escape in high science areas?

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Recently announced Precision Medicine a fantastic mission to bring all the research institutions country wide to collaborate together and holistically solve the civilization’s most complex and pressing problem Cancer, employing genomics while engaging science in an integrative discipline approach. While the Precision Medicine mission is grand and certainly requires much attention and focus; that many new tools […]

7 years, 22 days ago

Bioingine.com; Integrated Platform for Public Health and EBM based Patient Health Analytics

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Ingine Inc; Bioingine.com Deductive Logic to Inductive Logic Notational Algebra & Symbolic Programming Deductive – What | Inductive – Why, How Deductive:- Statistical Summary of the Population by each Variable Recorded Deductive:- Statistical Distribution of a Variable Deductive:- Partitioning Data into Clusters Cluster analysis is an unsupervised learning technique used for classification of data. Data […]

7 years, 1 month ago

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

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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 →

7 years, 2 months ago

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

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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 →

7 years, 2 months ago

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

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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 →