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Rich Data vs. Quantity of Data in Code Generation AI: A Paradigm Shift for Healthcare 

In high-stakes sectors like healthcare, not all data is created equal. This groundbreaking paper by Dr. Prof Muthu Ramachandran and Steven Fouracre challenges the conventional wisdom of “more is better” — showing how rich, curated datasets outperform sheer data volume in Code Gen AI.

Key takeaways:

• Rich data yields more accurate, auditable, and privacy-compliant code
• Code Gen AI trained on massive unfiltered data increases errors and tech debt
• Best practices for deploying Gen AI in regulated industries
• Case study: Self-Evolving Software (SES) proves the power of data curation

Essential reading for anyone in healthtech, AI, LLMs, software engineering, and digital health policy.

Read the full paper at https://doi.org/10.30953/bhty.v8.396

Submit your comments and opinion in response to the article here.

Podcast

Technologies and Applications for Decentralized Identity in Healthcare
Daniela Barbosa, Ken Ebert, Keela Rose Shatzkin

Key discussion points

• Decentralized identity in healthcare
• State of the market
• Key technologies
• Deployments and real world use cases

Hear from those on the front lines implementing this technology successfully for healthcare clients. Learn where the state of business adoption and success stands.  Listeners will gain an overall market education in the first of this series featuring Linux Foundation Decentralized Trust and companies demonstrating successful use cases.
 

Fireside Chat Video

Revenue Automation Enhancing Operational Efficiencies and Financial Tools for CROs and Clinical Sites

Rama Rao, Enrico Perfler 

https://doi.org/10.30953/bhty.v8.410

This ConV2X 2024 fireside chat hits a nerve: why are clinical research sites and CROs still battling delayed payments, shaky cash flows, and inflation-challenged contracts?

With 26% of research sites operating on less than six months of runway—and 10% just one missed payment from closing—something’s got to give.

This session dives into:

• The top financial pain points paralyzing CROs and sites
• How inefficiencies in CTAs and budget talks fuel financial risk
• The promise of blockchain for transparency, automation, and cash flow control

A must-watch for anyone looking to drive financial resilience in clinical trials.

BHTY’s Annual Symposia

Get ready for more at ConV2X 2025!
Driving Platforms & Decentralized Tech in Healthcare & Life Sciences

September 25–26, 2025 | The Foundry, Cambridge, MA
Early Birds - Register Now » or visit https://conv2xsymposium.com

 BHTY Blog

Blockchain-based Blood Transfusion Networks

​Prasad Kothari, Head of Data Science and AI​, Hansa Cequity​, India

https://blockchainhealthcaretoday.com/index.php/journal/announcement

Sponsored Podcast

Health Unchained podcaster Ray Dogum, dives into a groundbreaking initiative well worth participation from a broad spectrum of industry stakeholders: Coalition for Decentralized Health and Life Sciences (CDHLS).

Speakers Jim Nasr, CEO Acoer, and Nitin Gaur, Former CEO, LedgerLink.ai, discuss decentralized healthcare and life sciences initiatives. The conversation explores the Coalition for Decentralized Healthcare and Life Sciences (CDHLS), which aims to unite global stakeholders from healthcare, technology, academia, and regulatory sectors to enhance healthcare delivery, equity, security, and cross boarder collaboration. Both Nitin and Jim elaborate on their roles in the coalition, the benefits for members, and the necessity of working groups to drive industry transformation.

They also discuss the importance of blockchain, the challenges in healthcare data management, and the potential impact of AI in this space.

To hear more go to https://blockchainhealthcaretoday.com/index.php/journal/article/view/405

BHTY now accepts sponsored content. Articles and advertisements will be featured along with ground breaking original research, exciting presentations, and discussions. This is a great opportunity for exposure and igniting zeitgeist for your initiatives and solutions to a global ecosystem with monthly engagements from 34K – 66K!

Partners in Digital Health (PDH) journals are growing! We are recruiting global Associate EICs, Section Editors, Regional Editors, and Editors from academia, engineering, platform service companies, government, NGOs, peer reviewers, and more. For details click here. Submit your CV and 200 word summary to info@partnersindigitalhealth.com

Scimago Journal Rank (SJR) H-Index : 9 

Scopus Citescore 2024:  2.4 

"Peer review is rigorous and excellent. Editors are truly engaged with the journal, field, and industry." 2023 Statistics Acceptance Rate:  24% 

Days to Accept:  101 

Average days to publication:  67

Submission Portal:

https://blockchainhealthcaretoday.com/index.php/journal/about/submissions

Blockchain-based Blood Transfusion Networks

​Prasad Kothari, Head of Data Science and AI​, Hansa Cequity​, India

https://blockchainhealthcaretoday.com/index.php/journal/announcement

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