Leaders in Pharmaceutical Business Intelligence (LPBI) Group

Proposal for New e-Book Architecture: Bi-Lingual eTOCs, English & Spanish with NLP and Deep Learning results of Medical Text Analysis – Phase 1: six volumes

Author: Aviva Lev-Ari, PhD, RN

UPDATED on 8/5/2021

Smart use of customizable software in conjunction with 1.0 LPBI IP assets and competencies:

Mission #1:  Natural Language Processing (NLP) – Team in USA & India – Medical Text Analysis with NLP – on LPBI 3.3 Giga Bytes of Content. Two NLP types: (a) Statistical NLP and (b) Deep Learning by Machine Learning using Wolfram Language for Biological Sciences

https://pharmaceuticalintelligence.com/2021-medical-text-analysis-nlp/https://c0.pubmine.com/sf/0.0.3/html/safeframe.html

In Mission #1: Using Machine Learning (ML) algorithms for Text Analysis of our 3.3 Giga Bytes of English Text

Statistical Natural Language Processing (NLP). This yields

• WordClouds, Bar Diagrams for each article and Tree Diagrams for collection of articles

Deep Learning (DL) for Semantic Analysis of the Text. This yields

• Hyper-graphs for collections of articles using knowledge graphs in knowledge graph databases.

Mission #2:  Blockchain IT and NLP Processing API generating NLP visualization Products used by Knowledge Graphs stored in Graph Databases – Content monetization infrastructure B2B and B2C.

Blockchain Transactions Network Ecosystem

In Mission #2: The Transactions-enabled blockchain platform for Content Monetization of IP assets embodies the  development of a Blockchain information technology infrastructure that is transactions-enabled allowing payments for content digital products. On the blockchain we will store all the following Digital products:

1.0 LPBI four IP Asset Classes:

IP Asset Class I: Journal articles +6,070

IP Asset Class II: electronic Books in Medicine

IIa.     18 e-books in English

IIb.     18 Bi-Lingual electronic Table of Contents (eTOCs): Spanish & English

IIc..    18 e-Books – NLP visualization products

IId.     18 e-Books Expert written NLP results Interpretations: Spanish & English

IIe.     For 18 books all audio Podcasts in Spanish & English – selective content

IIf.     For each e-Series, A,B,C,D,E we plan to publish a volume containing the Bi-Lingual Spanish-English electronic Table of Contents in each e-Series for all the e-Books in the e-Series – an additional 5 Bi-Lingual e-Books.https://c0.pubmine.com/sf/0.0.3/html/safeframe.htmlREPORT THIS AD

IP Asset Class III.      e-Proceedings: 100 volumes

IP Asset Class V:       Gallery of Biological Images 6,200 to grow if NLP yields 10 graphs 📊 per article

2.0 LPBI all products of NLP, see Yields for Mission #1, above PLUS IP Asset Classes XI, XII, XIII, mentioned, below serve as a compelling justification for the selection of Blockchain Transactions Network architecture as our IS/IT platform.= among other alternatives.

• IP Asset Class XI: New Digital Products as a result of Discovery 💡 of new digital products derived from and created for the new queries by users to be generated on the fly
• IP Asset Class XII: All digital products of Mission #3, below and
• P Asset Class XIII: All digital products of Mission #4, below

Mission #3:  New GENRE of Multimedia Scientific Books: These 18 LPBI e-Books will be the first on the Medical Books Market to contain Text Analysis with NLP of the original e-Books. BioMed e-Books – Book Republishing in new GENRE – Bi-Lingual and Multimedia Audio Podcast for Books in the 18-e-Books in five e-Series: A,B,C,D,E . The New book architecture for each Book:

• Part A: Spanish and English electronic Table of Contents in Text and in Audio Podcast.
• Part B: NLP & Expert Interpretation of the visualizations in Text and Podcast: English and Spanish,NLP results for the content of the e-Book
  • Hyper-graphs for each Chapter
  • Domain Knowledge Expert Interpretation of all NLP results:
  TO BE CREATED – English Text and Spanish TextTO BE CREATED – English Audio Podcast and Spanish Audio Podcast
• Part C: Editorial of original book (Preface, Volume Introduction, Volume Summary and Epilogue) -English Audio Podcast

Proposal for New e-Book Architecture: Bi-Lingual eTOCs, English & Spanish with NLP and Deep Learning results of Medical Text Analysis – Phase 1: six volumes

UPDATED on 8/4/2021

New GENRE of Scientific Books by LPBI:

Part 1: the original book’s electronic Table of Contents

Media Format:

1.1 Bi-Lingual: English and Spanish

1.2 Text to Sound – Audio Podcast in Spanish

Part 2: Text Analysis with AI by Yash Choudhary, IIT, Kanpur 

2.1 Statistical NLP for each Chapter, all chapters in the Book

2.2 Semantic NLP for each Chapter, all chapters in the Book

Media Format:

2.1 Statistical Graphs – Bar Diagrams and Tree Diagrams

2.2 Semantic Graphs – Hyper-graphs, one per chapter

2.3 Domain Knowledge Expert: Interpretation of 2.1 and 2.2

Media Format:

2.3.1 English Text

2.3.1.1 Text to Sound – Podcast

2.3.2 Spanish Text – New translation to Spanish of the Expert’s Interpretation will need to be commissioned 

2.3.2.1 Text to Sound – English Podcast

2.3.2.2 Text to Sound – Spanish Podcast

Part 3: The original Book Editorial: Preface, Volume Introduction, Volume Summary and Epilogue

Media Format:

English Text to Sound – English Audio Podcast

Blockchain relations:

Each of the above outputs: I.e.,

1. eTOCs in English2. eTOCs in Spanish For each of the 18 books: Phase 1: six books of the 18.

3. Every graph of Statistical NLP

4. Every graph of Semantic Deep Learning by Machine Learning, Wolfram Language for Biological Sciences

5. Expert Interpretation of 3 & 4, above In English Text, Spanish Text, English Podcast, Spanish Podcast

6. Editorial for the volume: English Text and English Podcast 

All of the above are discrete DIGITAL PRODUCTS WITH A LIST PRICE to become available for download on LPBI’s Blockchain platform for Content Monetization (is now under design) in LPBI Digital Store on a Digital Healthcare Marketplace. Discovery is performed by data science and & analytics among the data entities and their representation by nodes and edges in the knowledge graph.

Now read about

Knowledge graphs on Blockchain and in AI
https://www.techopedia.com/the-role-of-knowledge-graphs-in-artificial-intelligence/2/34517?utm_content=174918275&utm_medium=social&utm_source=twitter&hss_channel=tw-1317233543446204423

UPDATED on 8/3/2021

On 7/25/2021 – LPBI announced that it will have the NEWLY to be published BioMed e-Books As A NEW Publishing GENRE of SCIENTIFIC BOOKS

We launched a NEW Genre for Scientific Books: Bi-Lingual: English – Spanish with the NLP Results of the Text Analysis by NLP and Domain Knowledge Expert Interpretations in Text and in Sound. The eTOCs in Spanish Audio, NLP results Interpretation in English Audio and in Spanish Audio and Editorial in English Audio.

Dr. Lev-Ari statement on 7/25/2021

• Bi-Lingual electronic Table Of Contents (eTOCs), English & Spanish with Montero Language Services, Madrid as the Translator of eighteen Books’ Cover Pages and the 18 books electronic Table of Contents.
• The Content promotion in the Spanish speaking Countries with GTO, Madrid as AD Agency.
• NLPs results of Medical Text Analysis with domain knowledge expert Interpretations in Foreign Languages and in Audio: in Spanish and in other languages, forthcoming
• Original English Book – Only Editorials (Preface, Introductions, Summaries and Epilogue) because the Bi-Lingual part has the eTOCs of the e-Book
• This is a new genre and a new architecture of 18 MULTIMEDIA SCIENTIFIC e-Books with (a) NLP results of the Medical Text analysis with machine learning, (b) Expert Interpretation of the Visualization Results. Bi-Lingual Podcasts: (c) eTOCs and (d) Bi-Lingual Expert Interpretation in English and Spanish Text and audio Podcasts, and (e) Books’ Editorials in English Audio Podcast

UPDATED on 7/31/2021

BioMed e-Books – Book Republishing in new GENRE – Bi-Lingual and Multimedia Audio Podcast for Books in the 18-e-Books in five e-Series: A,B,C,D,E

New Genre e-Book Architecture has the following Book architecture:

1. Bi-Lingual English to Spanish eTOCs
2. NLP Results with Audio interpretation of results by Domain knowledge Expert in several languages
3. English Editorial in Audio Podcast

STATE OF AFFAIRS for LPBI’s BioMed e-Series – 18 Books

• Currently we have a massive effort of Converting ALL the electronic Table of Contents of the 18 books from English Text to Spanish Text. Same for the 18 Cover Pages

We may decide to

• Convert the SPANISH TEXT to SPANISH AUDIO PODCAST

• Domain Knowledge Expert INTERPRETATION of NLP RESULTS on six volumes:

Series B: Genomics – 2 volumes

Series C: Cancer – 2 volumes

Series A: Volume 1 – Nitric Oxide

Series E: Volume 4 – 3D BioPrinting

All above NLP interpretation of visualization products will be written by Domain knowledge experts as English Text:

• Cancer & Genomics: Dr. Williams, LPBI USA
• Cardiovascular: Dr. Vivek Lal, LPBI India

The Interpretations English Text will be subjected to:

• Conversion of English Text to Sound: English Audio Podcast

• Conversion of English Text to Spanish Text to Spanish Audio Podcast

• Other Languages Audio Podcast: Japanese, Russian

For the following FOUR VOLUMES: GENOMICS 1&2 and CANCER 1&2
We will have NLP – 10-Step Workflow protocol implemented on. Few additional e-Books will be added for that workflow.

WORKFLOW for a Ten-Steps Medical Text Analysis Operation using NLP on LPBI Medical and Life Sciences Content

Author: Aviva Lev-Ari, PhD, RN

WORKFLOW for a Ten-Steps Medical Text Analysis Operation using NLP on LPBI Medical and Life Sciences Content

TEAM of INTERNS are working on

 

• Genomics Vol 1 • NLP by Amandeep
• Genomics Vol 2 • NLP by Madison: ——-> Part 1,2,3,4 very big COMPLETED and ——-> Part 5,6,7,8 very small – Madison
• Cancer Vol 1• NLP by Danielle: Chapters 1 – 6: COMPLETED and • NLP by Dr. Pati: Chapters 7 – 12: COMPLETED
• Cancer Vol 2• NLP – Ms. Ingle, Chapters 1 – 10 
• Cancer Vol 2• NLP – TBA Chapters 11 – 20 

We HAVE already for THESE FOUR VOLUMES the SPANISH TRANSLATION of:

A. Book’s Cover Page: One page English, One Page Spanish

B. Book’s electronic Table of Contents is Bi-Lingual: English and Spanish

– article Title in Spanish

– article Title in English

– URL – original

– Author Name, PhD or MD – original

NEW IDEA UNDER CONSIDERATION IS AS FOLLOWS:

1. Originally we planned to publish the Spanish translation A and B, above followed by the English Book as on the Journal
2. The Book on Amazon.com contains 

2.1 abbreviated eTOCs – LIVE LINKS TO ARTICLES

2.2 each article inside the book as an MS Word file, thus

• Cancer Vol 1 is 2,400 pages

• Cancer Vol 2 is 3,747 pages

3. NOW Cancer Vol 1 – NLP is completed (Danielle and Dr. Pati) and the Spanish Translation A and B, above is completed

The NEW IDEA is To Publish these FOUR volumes in the following NEW BOOK Architecture FORMAT:

Cancer Volume 1: EXAMPLE for the new e-Book Architecture

• Cover Page English

• Cover Page Spanish
• eTOCs Bi-Lingual: The Spanish Translation by Montero
• Medical Text Analysis using Wolfram NLP by Danielle Smolyar and Dr. Premalata Pati

1. WordClouds are already in the articles

2. From the TABLE I SENT TO CHECK OFF FOR QA

2.1 Article title and Bar Diagram in PPT

2.2 for Each Chapter a Hyper-graph and a Tree Diagram – 2 GRAPHS

2.3 Dr. Williams Interpretation on 2.2 in English Text 

2.4 To have a Podcast for 2.3 in English and in Spanish 

2.5 PlugIn was Installed on 7/30/2021 and we have now access to 50 languages – Text to Sound Conversion

Followed by 

• Book eTOCs in English with all the editorials: 
Preface

Volume Introduction

Volume Summary

Epilogue

The RESULTS WOULD BE:

For Genomics Vol 1&2 and Cancer Vol 1&2 

These volumes will be re-published as

1. Medical Text Analysis – NLP 10-Steps Workflow Operation of the ORIGINAL BOOK content

• Intern(s) name(s) as Performers of NLP on the original Text appears on the book and all their NLP work is included in the book

2. English and Spanish Cover Page by Montero

3. Bi-Lingual English and Spanish eTOCs by Montero

4. English Book as in the Journal (NOT AS ON AMAZON.com)

This is an EXAMPLE of an LPBI Book in the new Book Architecture format

Genomics Volume 2 will be RE-Published in a new Format having the following three parts:

Part A:        Bi-Lingual electronic Table of Contents (eTOCs)

Spanish Translation by Montero Language Services, Madrid, Spain

home

• Under consideration: Spanish Audio Podcast of the Spanish eTOCs

 

Part B:        Ten-Steps Medical Text Analysis Workflow Operation using NLP on the Original Text in

Latest in Genomics Methodologies for Therapeutics: Gene Editing, NGS & BioInformatics, Simulations and the Genome Ontology

https://www.amazon.com/dp/B08385KF87

NLP performed by Madison Davis 

Madison Davis, Research Assistant 1 – Text Analysis for 2.0 LPBI Group’s TNS #1 – 2020/2021 Academic Internship in Medical Test Analysis (MTA)

Interpretation of NLP results: English Text by Domain Knowledge Expert: Dr. Stephen J. Williams

• Under consideration: Spanish Podcast and other Languages forthcoming

Part C:        Text and Podcast of e-Book’s Editorials – the English Text in

https://www.amazon.com/dp/B08385KF87

Preface and Introduction to Genomics Volume 2: Voices of Aviva Lev-Ari & Stephen Williams

• Introduction to Part 1: NGS – Voice of Dr. Williams
• Summary to Part 1: NGS – Voice of Dr. Williams

• Introduction to Part 2: CRISPR – Voice of Dr. Williams
• Summary to Part 2: CRISPR – Voice of Dr. Williams

• Introduction to Part 3: AI in Medicine – Voice of Aviva Lev-Ari and Dr. Williams
• 3.5 on Machine Learning Algorithms in Medicine by Dr. Dror Nir
• Summary to Part 3: AI in Medicine – Voice of Aviva Lev-Ari and Dr. Williams

• Introduction to Part 4: Single Cell Genomics – Voice of Dr. Williams
• Summary to Part 4: Single Cell Genomics – Voice of Dr. Williams

• Introduction to Part 5: Genomics Modeling in Evolution – Voice of Professor Feldman
• Summary to Part 5: Genomics Modeling in Evolution – Voice of Professor Feldman

• Introduction to Part 6: Simulation Modeling – Voice of Dr. Williams
• Summary to Part 6: Simulation Modeling – Voice of Dr.  Williams

• Introduction to Part 7: Applications of Genomics: Genotypes, Phenotypes and Complex Diseases – Voice of Dr. Williams
• Summary to Part 7: Applications of Genomics: Genotypes, Phenotypes and Complex Diseases – Voice of Dr. Williams

• Introduction to Part 8: Epigenomics and Genomic Regulation – Voice of Dr. Williams
• Summary to Part 8: Epigenomics and Genomic Regulation – Voice of Dr. Williams

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Summary to Volume 2 – Voice of Aviva Lev-Ari and Professor Williams  

Epilogue – Voice of Aviva Lev-Ari and Professor Williams