1 year, 10 months ago

The Bioingine.com :- “HDN = Semantic Knowledge + General Graph + Probability = Best Decision Making”

METHODS USED IN The BioIngine APPROACH: ROOTS OF THE HYPERBOLIC DIRAC NETWORK (HDN). – Dr. Barry Robson General Approach : Solving the Representation and Use of Knowledge for the Real World. Blending Systematically Produced and Unsystematically Existing Information and Synthesizing the Knowledge. The area of our efforts in the support of healthcare and biomedicine is […]

2 years, 6 months 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 […]

2 years, 6 months 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 […]

2 years, 9 months 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 […]

3 years, 12 days 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?

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 […]

3 years, 2 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, 2 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 →

3 years, 2 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 →

3 years, 4 months ago

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

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 →

3 years, 4 months ago

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

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 →

3 years, 5 months ago

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

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 […]