Probabilistic Ontology

6 years, 8 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

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, 9 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

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, 14 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, 1 month 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 →

7 years, 2 months ago

Computing Cardiovascular Risk Score – BioIngine (HDN)

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Mar 21, 2016 Below is Screen Shots of the BioIngine – HDN Ingine; that creates a semantic lake and from which computes the probabilistic risk; as one of the use case. Bioingine.com; in its first attempt is implemented employing Wolfram… Continue Reading →

7 years, 3 months ago

Statistically caused, and so perhaps then Uncaused and neither Determined nor Pre-Determined

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Cogito ergo sum [a] is a  Latin philosophical  proposition by  René Descartes usually translated into English as ” I think, therefore I am“. Cartesianism – is usually understood as deterministic, i.e. about  definite answers, deductive logic . Actually Descartes held that all existence consists in three distinct substances, each with its own essence… Continue Reading →

7 years, 3 months ago

300 Years Plus of Crusade – Tryst in The Quest of Semantic Web and A.I driven Reasoning

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Chronology of Development of Hyperbolic Dirac Net (HDN) Inference.  https://en.wikipedia.org/wiki/Thomas_Bayes From Above Link:- 1. 1763. Thomas Bayes was an English statistician, philosopher and Presbyterian minister who is known for having formulated a specific case of the theorem that bears his name: Bayes’ theorem.  Bayes’s… Continue Reading →

7 years, 4 months ago

Bioingine :- Multivariate Cognitive Computing Platform – Distributed Concurrent Computing by Dockerized Microservices

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Employ of Dockerized Apps Opens a Vistas of Possibilities with Hadoop Architecture. Where, the Hadoop’s traditional data management architecture is extended beyond data processing and management into Distributed Concurrent Computing.   Data Management (Storage, Security,  MapReduce based Pre-processing) and Data Science (Algorithms) Decoupled. Microservices driven Concurrent Computing :- Complex Distributed Architecture made Affordable Conceptual View […]