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Innovative AI Technology Aids Personalized Care for Diabetes Patients Needing Complex Drug Treatment

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Tokyo and Salt Lake City, Indianapolis, Mar 25, 2022 - (JCN Newswire) - Hitachi, Ltd. (TSE: 6501), University of Utah Health (U of U Health), and Regenstrief Institute, Inc. (Regenstrief) today announced the development of an AI method to improve care for patients with type 2 diabetes mellitus who need complex treatment. One in 10 adults worldwide have been diagnosed with type 2 diabetes, but a smaller number require multiple medications to control blood glucose levels and avoid serious complications, such as loss of vision and kidney disease.

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Image of the AI grouping patients and analyzing the treatment patterns & efficacy

For this smaller group of patients, physicians may have limited clinical decision-making experience or evidence-based guidance for choosing drug combinations. The solution is to expand the number of patients to support development of general principles to guide decision- making. Combining patient data from multiple healthcare institutions, however, requires deep expertise in artificial intelligence (AI) and wide-ranging experience in developing machine learning models using sensitive and complex healthcare data.

Hitachi, U of U Health, and Regenstrief researchers partnered to develop and test a new AI method that analyzed electronic health record data across Utah and Indiana and learned generalizable treatment patterns of type 2 diabetes patients with similar characteristics. Those patterns can now be used to help determine an optimal drug regimen for a specific patient.

Some of the results of this study are published in the peer-reviewed medical journal, Journal of Biomedical Informatics, in the article, "Predicting pharmacotherapeutic outcomes for type 2 diabetes: An evaluation of three approaches to leveraging electronic health record data from multiple sources". (bit.ly/3NvD7BE)

Hitachi had been working with U of U Health for several years on development of a pharmacotherapy selection system for diabetes treatment(1) . However, the system was not always able to accurately predict more complex and less prevalent treatment patterns because it did not have enough data. In addition, it was not easy to use data from multiple facilities, as it was necessary to account for differences in patient disease states and therapeutic drugs prescribed among facilities and regions. To address these challenges, the project partnered with Regenstrief to enrich the data it was working with.

The new AI method initially groups patients with similar disease states and then analyzes their treatment patterns and clinical outcomes. It then matches the patient of interest to the disease state groups and predicts the range of potential outcomes for the patient depending on various treatment options. The researchers evaluated how well the method worked in predicting successful outcomes given drug regimens administered to patients with diabetes in Utah and Indiana. The algorithm was able to support medication selection for more than 83 percent of patients, even when two or more medications were used together.

In the future, the research team expects to help patients with diabetes who require complex treatment in checking the efficacy of various drug combinations and then, with their doctors, deciding on a treatment plan that is right for them. This will lead not only to better management of diabetes but increased patient engagement, compliance, and quality of life.

The three parties will continue to evaluate and improve the effectiveness of the new AI method and contribute to future patient care through further research in healthcare informatics.

Hitachi will accelerate efforts, including the practical application of this technology through collaboration between its healthcare and IT business divisions and R&D group. GlobalLogic Inc., a Hitachi Group Company and leader in Digital Engineering, is promoting healthcare- related projects in the U.S., will also deepen the collaboration in this field. Through these efforts, the entire Hitachi group will contribute to the health and safety of people.

(1) Hitachi, Ltd. news release, March 12, 2018 "Pharmacotherapy Selection System Supports Shared Clinician- patient Decision-Making in Diabetes Treatment"
bit.ly/3Ld97Z7
Hitachi, Ltd. news release, February 27, 2019 "New Clinical Study Tests Pharmacotherapy Selection System that Aims to Improve the Impact of Diabetes Treatment"
bit.ly/3wJ1Ax4

About Hitachi, Ltd.

Hitachi, Ltd. (TSE: 6501), headquartered in Tokyo, Japan, contributes to a sustainable society with a higher quality of life by driving innovation through data and technology as the Social Innovation Business. Hitachi is focused on strengthening its contribution to the Environment, the Resilience of business and social infrastructure as well as comprehensive programs to enhance Security & Safety. Hitachi resolves the issues faced by customers and society across six domains: IT, Energy, Mobility, Industry, Smart Life and Automotive Systems through its proprietary Lumada solutions. The company's consolidated revenues for fiscal year 2020 (ended March 31, 2021) totaled 8,729.1 billion yen ($78.6 billion), with 871 consolidated subsidiaries and approximately 350,000 employees worldwide. For more information on Hitachi, please visit the company's website at https://www.hitachi.com.

About University of Utah Health

University of Utah Health provides leading-edge and compassionate medicine for a referral area that encompasses 10% of the U.S., including Idaho, Wyoming, Montana and much of Nevada. A hub for health sciences research and education in the region, U of U Health has a
$428 million research enterprise and trains the majority of Utah's physicians, including more than 1,250 health care providers each year at its Schools of Medicine and Dentistry and Colleges of Nursing, Pharmacy and Health. With more than 20,000 employees, the system includes 12 community clinics and four hospitals. For ten straight years, U of U Health has ranked among the top 10 U.S. academic medical centers in the Vizient Quality and Accountability Study.

About Regenstrief Institute

Founded in 1969 in Indianapolis, the Regenstrief Institute is a local, national, and global leader dedicated to a world where better information empowers people to end disease and realize true health. A key research partner to Indiana University, Regenstrief and its research scientists are responsible for a growing number of major healthcare innovations and studies. Examples range from the development of global health information technology standards that enable the use and interoperability of electronic health records to improving patient-physician communications, to creating models of care that inform practice and improve the lives of patients around the globe.

Sam Regenstrief, a nationally successful entrepreneur from Connersville, Indiana, founded the institute with the goal of making healthcare more efficient and accessible for everyone. His vision continues to guide the institute's research mission.

Business Contacts:

Research & Development Group, Hitachi, Ltd.
bit.ly/3qw4CRy

The University of Utah Health 30N 1900E
Salt Lake City, UT 84132 Julie Kiefer
(801) 587-1293
Julie.kiefer@hsc.utah.edu

Regenstrief Institute 1101 West Tenth Street Indianapolis, IN 46202 John Erickson
(317) 643-2313
joerick@regenstrief.org


Copyright 2022 JCN Newswire. All rights reserved. www.jcnnewswire.comHitachi, Ltd. (TSE: 6501), University of Utah Health (U of U Health), and Regenstrief Institute, Inc. (Regenstrief) today announced the development of an AI method to improve care for patients with type 2 diabetes mellitus who need complex treatment.

Innovative AI Technology Aids Personalized Care for Diabetes Patients Needing Complex Drug Treatment

Tag Template - News Hub PRO CoinGenius Hosts Virtual Crypto Event The Road To Mass Adoption

Tokyo and Salt Lake City, Indianapolis, Mar 25, 2022 - (JCN Newswire) - Hitachi, Ltd. (TSE: 6501), University of Utah Health (U of U Health), and Regenstrief Institute, Inc. (Regenstrief) today announced the development of an AI method to improve care for patients with type 2 diabetes mellitus who need complex treatment. One in 10 adults worldwide have been diagnosed with type 2 diabetes, but a smaller number require multiple medications to control blood glucose levels and avoid serious complications, such as loss of vision and kidney disease.

Tag Template - News Hub PRO CoinGenius Hosts Virtual Crypto Event The Road To Mass Adoption
Image of the AI grouping patients and analyzing the treatment patterns & efficacy

For this smaller group of patients, physicians may have limited clinical decision-making experience or evidence-based guidance for choosing drug combinations. The solution is to expand the number of patients to support development of general principles to guide decision- making. Combining patient data from multiple healthcare institutions, however, requires deep expertise in artificial intelligence (AI) and wide-ranging experience in developing machine learning models using sensitive and complex healthcare data.

Hitachi, U of U Health, and Regenstrief researchers partnered to develop and test a new AI method that analyzed electronic health record data across Utah and Indiana and learned generalizable treatment patterns of type 2 diabetes patients with similar characteristics. Those patterns can now be used to help determine an optimal drug regimen for a specific patient.

Some of the results of this study are published in the peer-reviewed medical journal, Journal of Biomedical Informatics, in the article, "Predicting pharmacotherapeutic outcomes for type 2 diabetes: An evaluation of three approaches to leveraging electronic health record data from multiple sources". (bit.ly/3NvD7BE)

Hitachi had been working with U of U Health for several years on development of a pharmacotherapy selection system for diabetes treatment(1) . However, the system was not always able to accurately predict more complex and less prevalent treatment patterns because it did not have enough data. In addition, it was not easy to use data from multiple facilities, as it was necessary to account for differences in patient disease states and therapeutic drugs prescribed among facilities and regions. To address these challenges, the project partnered with Regenstrief to enrich the data it was working with.

The new AI method initially groups patients with similar disease states and then analyzes their treatment patterns and clinical outcomes. It then matches the patient of interest to the disease state groups and predicts the range of potential outcomes for the patient depending on various treatment options. The researchers evaluated how well the method worked in predicting successful outcomes given drug regimens administered to patients with diabetes in Utah and Indiana. The algorithm was able to support medication selection for more than 83 percent of patients, even when two or more medications were used together.

In the future, the research team expects to help patients with diabetes who require complex treatment in checking the efficacy of various drug combinations and then, with their doctors, deciding on a treatment plan that is right for them. This will lead not only to better management of diabetes but increased patient engagement, compliance, and quality of life.

The three parties will continue to evaluate and improve the effectiveness of the new AI method and contribute to future patient care through further research in healthcare informatics.

Hitachi will accelerate efforts, including the practical application of this technology through collaboration between its healthcare and IT business divisions and R&D group. GlobalLogic Inc., a Hitachi Group Company and leader in Digital Engineering, is promoting healthcare- related projects in the U.S., will also deepen the collaboration in this field. Through these efforts, the entire Hitachi group will contribute to the health and safety of people.

(1) Hitachi, Ltd. news release, March 12, 2018 "Pharmacotherapy Selection System Supports Shared Clinician- patient Decision-Making in Diabetes Treatment"
bit.ly/3Ld97Z7
Hitachi, Ltd. news release, February 27, 2019 "New Clinical Study Tests Pharmacotherapy Selection System that Aims to Improve the Impact of Diabetes Treatment"
bit.ly/3wJ1Ax4

About Hitachi, Ltd.

Hitachi, Ltd. (TSE: 6501), headquartered in Tokyo, Japan, contributes to a sustainable society with a higher quality of life by driving innovation through data and technology as the Social Innovation Business. Hitachi is focused on strengthening its contribution to the Environment, the Resilience of business and social infrastructure as well as comprehensive programs to enhance Security & Safety. Hitachi resolves the issues faced by customers and society across six domains: IT, Energy, Mobility, Industry, Smart Life and Automotive Systems through its proprietary Lumada solutions. The company's consolidated revenues for fiscal year 2020 (ended March 31, 2021) totaled 8,729.1 billion yen ($78.6 billion), with 871 consolidated subsidiaries and approximately 350,000 employees worldwide. For more information on Hitachi, please visit the company's website at https://www.hitachi.com.

About University of Utah Health

University of Utah Health provides leading-edge and compassionate medicine for a referral area that encompasses 10% of the U.S., including Idaho, Wyoming, Montana and much of Nevada. A hub for health sciences research and education in the region, U of U Health has a
$428 million research enterprise and trains the majority of Utah's physicians, including more than 1,250 health care providers each year at its Schools of Medicine and Dentistry and Colleges of Nursing, Pharmacy and Health. With more than 20,000 employees, the system includes 12 community clinics and four hospitals. For ten straight years, U of U Health has ranked among the top 10 U.S. academic medical centers in the Vizient Quality and Accountability Study.

About Regenstrief Institute

Founded in 1969 in Indianapolis, the Regenstrief Institute is a local, national, and global leader dedicated to a world where better information empowers people to end disease and realize true health. A key research partner to Indiana University, Regenstrief and its research scientists are responsible for a growing number of major healthcare innovations and studies. Examples range from the development of global health information technology standards that enable the use and interoperability of electronic health records to improving patient-physician communications, to creating models of care that inform practice and improve the lives of patients around the globe.

Sam Regenstrief, a nationally successful entrepreneur from Connersville, Indiana, founded the institute with the goal of making healthcare more efficient and accessible for everyone. His vision continues to guide the institute's research mission.

Business Contacts:

Research & Development Group, Hitachi, Ltd.
bit.ly/3qw4CRy

The University of Utah Health 30N 1900E
Salt Lake City, UT 84132 Julie Kiefer
(801) 587-1293
Julie.kiefer@hsc.utah.edu

Regenstrief Institute 1101 West Tenth Street Indianapolis, IN 46202 John Erickson
(317) 643-2313
joerick@regenstrief.org


Copyright 2022 JCN Newswire. All rights reserved. www.jcnnewswire.comHitachi, Ltd. (TSE: 6501), University of Utah Health (U of U Health), and Regenstrief Institute, Inc. (Regenstrief) today announced the development of an AI method to improve care for patients with type 2 diabetes mellitus who need complex treatment.

Layer-2 cross-blockchain platform Coinweb adds support for Ethereum

Coinweb, a layer-2 blockchain interoperability protocol, announced today the addition of the Ethereum underlying chain to its expandable blockchain infrastructure. This integration lays the groundwork for protocol-level unification of the Bitcoin-derived chains and the Ethereum family of chains. Bitcoin and Ethereum hold the largest portions of capital in the cryptocurrency market. By integrating and unifying […]

The post Layer-2 cross-blockchain platform Coinweb adds support for Ethereum appeared first on CryptoNinjas.

The Dev Migration — Leaving Web2 for Web3

The Dev Migration — Leaving Web2 for Web3An interview with Varsha Mahadevan, Software Engineering ManagerIn the last six months, Google searches for ‘Web3’ have grown more...

Life Crypto – Multichain Cryptocurrency With 39% Staking!

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The post Life Crypto – Multichain Cryptocurrency With 39% Staking! appeared first on Coinpedia - Fintech & Cryptocurreny News Media| Crypto Guide

Life crypto is constructing a seamless crypto infrastructure that is going to revolutionize the crypto world with a non-custodial wallet that uses a simple nickname to transfer funds vs a complex number chain, making crypto easy to use for everyone. This will be a highly secure wallet and the user will be in possession of …

5 Best Crypto to Buy for Lower Risk Returns March 2022 Week 3

Cryptocurrencies play a pivotal role in the financial industry, enabling investors to earn high profits through various strategies. Several crypto assets provide yields, but the [...]
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Archway’s Developer Rewards Revolutionize How Value is Shared Across Blockchain Ecosystems

The last few years have witnessed several smart contract platforms launch, with each of those platforms making certain trade-offs around scalability, decentralization, and...

Bitcoin Improvement Proposal 21 Eases User Experience When Paying Invoices

Different Bitcoin wallets have multiple options for whether to send an on-chain or a lightning payment which can be confusing to inexperienced users.

What You Need to Know about Harmony (ONE) in 2022

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SINGAPORE, Mar 22, 2022 - (ACN Newswire) - 2021 was a huge year for the cryptocurrency market, with huge strides in growth and adoption of digital assets, NFTs, and blockchain worldwide. It was also an incredible year for Moonstake as we rose to the top rankings of global staking providers, reaching a total staking assets of $1.8 billion thanks to the support of our users and partners worldwide. As we begin the new year 2022, Moonstake as well as our strategic coin partners have many exciting news and programs in store for you as our platforms scale and evolve. To welcome our user community into the exciting new year, we're creating a series of articles on what you need to know about our partner coins in the year 2022, this time with Harmony.

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Since August 2020, Moonstake has been supporting ONE staking as both a staking Validator and Delegator via strategic partnership with the development team behind Harmony blockchain. Since then, Moonstake has hosted a number of campaigns that promote awareness of the Harmony ecosystem as well as adoption of ONE staking to global users. Moonstake's partner Binarystar, which runs Japan's biggest Blockchain Business Hub in Tokyo, also takes part in this partnership to support these marketing activities by hosting events and overseeing Harmony's community development in Japan.

2021 was a year of tremendous growth for Harmony blockchain, with strong focus on adoption, interoperability & decentralization. The Harmony team successfully accelerated adoption for the next 1 million users through workshops for developers, hackathons & grants. Harmony's own blockchain explorer and cross-chain NFT bridge were launched in June and November respectively. The network achieved a variety of key successful ecosystem growth metrics such as 227 DApps, over 400 million assets locked across cross-chain bridges, and 7,483 artists with $1.07 million in NFT sales. Harmony has also opened numerous regional DAOs including Portuguese, Spanish, Russian, Korean, French, German, Indonesian & Chinese speaking communities.

In 2022, the focus for Harmony is to further drive user adoption of the network by increasing accessibility to users across all blockchains and incentives to build on Harmony via grant programs for developers. The blockchain is also focusing on the highly demanded markets of NFTs and Metaverse via the Player ONE initiative focusing on accelerating the growth of gaming, social & work applications and use cases. Their ambitious goal is to make Harmony become the unifying Web3 platform building for billions of users by 2026.

Moonstake is proud to be strategic partners of Harmony. We will continue to maintain strong support for the ever growing and developing Harmony ecosystem and hope to bring even more great value to ONE and crypto users worldwide in 2022 to help accelerate adoption of the Harmony and Moonstake ecosystems together.

About Moonstake

Moonstake is the world's leading staking service provider that develops and operates decentralized wallet services for businesses and individuals.

Since its launch in April 2020, Moonstake has partnered with 28 leading platform providers, including Cardano's constituent Emurgo, developer of the Polkadot-connected blockchain Astar Network Stake Technologies, and the TRON Network with over 50 million users. In May 2021, Moonstake further enhanced its corporate credibility by becoming a wholly owned subsidiary of OIO Holdings Limited, a company listed on the Singapore Stock Exchange.

Using blockchain technology, Moonstake aims to progress toward a world where anyone can easily make use of highly secure and reliable digital asset management tools.

About Moonstake's staking business

For the staking industry, which has grown into a 630-billion dollar market as of September 2021, Moonstake provides a decentralized staking service that does not require user deposits, and supports nodes around the world in addition to its own validator nodes. Moonstake currently supports the staking of 16 blockchains. With a total staking assets of 1.8 billion USD and a global user base, the company ranked third out of more than 10,000 providers worldwide in June of the same year. https://www.moonstake.io/

About Harmony

Harmony is a fast and secure blockchain with key innovations in state sharding and peer-to-peer networking. Its sharding uses secure proof-of-stake and decentralized randomness, and its networking achieves optimal cross-shard routing and fast block propagation.

Harmony helps businesses build marketplaces of fungible tokens (such as energy credits and loyalty points) and non-fungible assets (such as game collectibles and real estate).

Harmony is applying zero-knowledge proofs for data sharing while preserving the consumer's privacy. Common industry use cases include ad exchanges, credit ratings and many other data consortia that would otherwise take many years to form among competing companies.

Harmony recently launched on Binance and shipped Day ONE Mainnet. https://www.harmony.one/

Copyright 2022 ACN Newswire. All rights reserved. www.acnnewswire.comMoonstake is proud to be strategic partners of Harmony. We will continue to maintain strong support for the ever growing and developing Harmony ecosystem and hope to bring even more great value to ONE and crypto users worldwide in 2022 to help accelerate adoption of the Harmony and Moonstake ecosystems together.

LifeForce Games closes $5M seed funding to grow its blockchain-based gaming platform

LifeForce Games, a blockchain video game development studio, today announced the successful completion of its $5 million seed round. The round was led by Lemniscap with participation from CMT Digital, Sfermion, Hartmann Capital, Sterling VC, as well as Ready Player DAO and Neon DAO. Most of the $5M raised from the round will go toward […]

The post LifeForce Games closes $5M seed funding to grow its blockchain-based gaming platform appeared first on CryptoNinjas.

Creating a Unique Unified Blockchain Infrastructure to Support Next-Gen dApps – Press launch Bitcoin News

press launch PRESS RELEASE. Metria Network, the much-awaited resolution for your entire crypto trade shall be inside attain quickly. The chain agnostic decentralized infrastructure is designed to satisfy the wants of new-age DeFi and NFT purposes by overcoming the problems of scalability, interoperability, and fragmentation of liquidity. Currently underneath improvement, the Metria multichain platform is […]

The post Creating a Unique Unified Blockchain Infrastructure to Support Next-Gen dApps – Press launch Bitcoin News appeared first on Bitcoin Upload.

Blockchain2022 Experience Gathers Web3 Leaders, Builders and Creators in Miami April 10-11

Layer1 Events (www.layer1events.com), the premier multifaceted approach to blockchain events and marketing, and Miami Crypto Experience (www.expcrypto.io), the first crypto event endorsed by the City of Miami, and featured in Forbes as a Top 5 NFT Event, today announced the debut of Blockchain2022, an interactive conference bringing together thought leaders driving the growth of blockchain technology and Web 3.0. The event will take place April 10-11, 2022 at the popular James L. Knight Center in Miami. All entrepreneurs, creators, collectors, developers, investors, crypto degens and crypto curious are welcome to attend. Early-bird and VIP tickets are available at www.blockchain2022.miami.


Sponsored by Transform Ventures, Blockchain Wire, and Bizbits, Blockchain2022 will feature five stages with keynotes, fireside chats, and thought-leadership panels around topics such as NFTs, metaverses, DAOs, mining, DeFi, ReFi, interoperability, regulation, and investing.


Initial Speakers include:

  • Brock Pierce, CEO of Helios; Chairman of Bitcoin Foundation; Candidate for Senator of Wyoming

  • Michael Wagner, Co-Founder & CEO of Star Atlas

  • James Haft, Chairman at DLTx

  • Masha Prusso, Marketing for Polygon; Partner at Story Ventures

  • Irina Litchfield, Partner at Percival Capital; BitAngels City Leader Austin

  • Dirk Lueth, Co-Founder & Co-CEO at Upland

  • Brad Yasar, CEO, EQIFI

  • Michael Terpin, Founder and CEO of Transform Ventures; Co-founder of BitAngels

  • Paul Puey, CEO and Co-Founder of Edge

  • Kaitie Zhee, CMO of DLTx

  • Adryenn Ashley, Founder of Foxies NFT; NFT Community Designer at Wow! Is Me, Inc.

  • Ed Prado, CEO/Co-Founder at RAIR Technologies; Founding Partner at Novena

  • Mitchell Dong, CEO at Pythagoras

  • Miles Paschini, CEO of FV Bank

  • Christina Cartagena, Founder of BizBits; Founder of Architechtura; Co-Founder of Miami Crypto Experience

  • Brian Nelson, VP of Surety at Crypto & MSBs; Advisory Board Member at Utah Blockchain Coalition


In addition, Blockchain 2022 will offer signature features like a Bored Ape Yacht Club After Party powered by NFT.tips at the Wharf, BitAngels Breakfast Pitches, NFT Carnival (the first digital gallery event series for non-fungible tokens), Executive Soiree Area, Recovery Zone, Miami Crypto Block Party, Builder Block Experiences, a Vendor Village, Neural Networking, Media Studio, and more. 


“Last June, Miami was the epicenter of the crypto world as Bitcoin2021 rolled into town and brought 50,000 people to sunny South Florida for a series of conferences, with the main event being exclusively by and for bitcoin,” said Michael Terpin (AKA The Godfather of Crypto) and Founder of Layer1 Events. “With Bitcoin2022 returning to Miami this April, we decided to create a new conference for everything in crypto that's not bitcoin, including Ethereum, Solana, Cardano, BNB, NFTs and DeFi, in partnership with our friends at Miami Crypto Experience.”


“Ultimately our partnership is about uniting the crypto curious with the crypto veterans, showcasing that Blockchain is more than just Bitcoin, and providing intimate learning and networking opportunities that give people the chance to experience the next big thing first-hand,” said Christina Cartagena, Miami Crypto Experience Co-Founder.


To learn more, sponsor a presentation or party, showcase your art or buy tickets, visit www.blockchain2022.miami or follow @blockconference.


ABOUT BLOCKCHAIN2022

Blockchain 2022 (www.blockchain2022.miami) is an inclusive, interactive conference bringing together thought leaders driving the growth of blockchain technology and Web 3.0. Blockchain2022 does not solely focus on one chain, brand, or demographic and welcomes all entrepreneurs, investors, developers, and creators to experience the latest blockchain innovations and build and network with some of the most influential names in crypto.

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ABOUT LAYER1 EVENTS

Layer1 Events (www.layer1events.com) is a multifaceted approach to blockchain events and marketing. Through our various event series offerings, we provide individuals and projects options to meet their goals such as Brand Awareness, Funding, Community Building, Lead-Gen, Education, and Partnerships. Our team of experts has been producing international blockchain events since 2014, including CoinAgenda, BitAngels, NFT Carnival, and Satoshi Salon.

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ABOUT MIAMI CRYPTO EXPERIENCE

Miami Crypto Experience (www.expcrypto.io), the first crypto event endorsed by the City of Miami, and featured in Forbes as a Top 5 NFT Event.

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