The Challenges of Implementing AI Solutions in Data and Everything

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In this episode, we explore the intersection of artificial intelligence (AI) and genetics, focusing on the potential impact of AI policies and regulations on the field. Why do our show notes look different this week? We decided to stay on brand for this episode and use AI (shoutout Podium) to write this content.

We discuss the rise of AI chatbots like ChatGPT and BioGPT and their potential to transform healthcare and the genomics industry by assisting humans in interpreting vast amounts of genetic data. We delve into the importance of using AI-powered tools like ChatGPT to enhance our understanding of genomic data while maintaining privacy, and we discuss The Family Vault, which helps parents maintain ownership and control of their babies' genomic data. We also explore the challenges of implementing AI solutions in the clinical genomics industry, focusing on the importance of data provenance, quality, and privacy. Join us as we examine the future of data management in a hybrid world of centralized and decentralized databases, and learn about the exciting developments in the world of genetics.

Daniel Uribe is the father of a rare disease child. He is an expert in cybersecurity, data laws, non-fungible tokens (NFTs) and genomics. Daniel is the inventor of BioNFTs to tokenize revocable digital rights over human biosamples and derived biodata based on data privacy laws to enable ethical AI training in genomics and healthcare.

Top 10 Keypoints:

AI chatbots like ChatGPT and BioGPT are transforming healthcare and genomics by assisting humans in interpreting vast amounts of genetic data.

AI policies and regulations, such as the AI Bill of Rights, are being proposed to ensure responsible and ethical AI systems in healthcare and genomics.

Data used to train AI must be accurate, properly presented, and free from bias to avoid producing misleading or harmful results.

AI-powered tools like ChatGPT can help individuals explore their genomic data while maintaining privacy and control over their genetic information.

The Family Vault enables parents to maintain ownership and control of their babies' genomic data while collaborating with researchers in federal programs.

Data provenance, quality, and privacy are essential when implementing AI solutions in the clinical genomics industry.

A hybrid world of centralized and decentralized databases is emerging for data management in genomics, with a focus on digital hygiene and controlled access to sensitive genetic information.

Creating sub-datasets and limiting access to relevant data for specific purposes can help maintain control over genetic data while contributing to research and receiving personalized medical care.

Trustable, certified genetic testing is crucial as AI continues to play a larger role in healthcare and genomics.

The future of genetics will involve exciting developments in the understanding and interpretation of DNA data, with AI technologies playing a significant role in augmenting human knowledge and capabilities.

Episode Chapters:

AI in Genetics and Healthcare

The Best of Both Worlds

Centralization vs Decentralization in Digital Data

Exploring the Wonders of DNA

Chapter Summaries:

(0:00:02) - AI in Genetics and Healthcare (16 Minutes)

In this episode, we explore the role of artificial intelligence (AI) in genetics and the potential impact of AI policies and regulations on the field. Our guest, Daniel Uribe, is an expert in cybersecurity, data laws, NFTs, and genomics. He discusses the rise of AI chatbots like ChatGPT and BioGTP and their potential impact on healthcare and the genomics industry. AI has the potential to assist humans in interpreting large amounts of genetic data and augment human knowledge. However, the data used to train AI must be accurate, properly presented, and free from bias.

(0:15:47) - The Best of Both Worlds (10 Minutes)

In this portion of the conversation, we delve into the potential of AI-powered tools such as Chat GPT to enhance the understanding of our genomic data while maintaining privacy, enabling individuals to make informed decisions about their health. The Family Vault is discussed as a means to help parents maintain ownership and control of their babies' genomic data, while still collaborating with researchers in federal programs. The conversation also touches on the importance of decentralized data storage and privacy-preserving technologies for protecting sensitive genetic information from hackers and unauthorized access'

(0:26:03) - Centralization vs Decentralization in Digital Data (6 Minutes)

In this part of the discussion, we examine the future of data management in a hybrid world of centralized and decentralized databases, focusing on the importance of digital hygiene and controlled access to sensitive genetic information. By creating sub-datasets and limiting access to only the relevant data for specific purposes, individuals can maintain control over their genetic data while still contributing to research and receiving personalized medical care. We also touch on the potential implications of genetic data on insurance pricing and the importance of trustable, certified genetic testing as AI continues to play a larger role in the field'

Learn more about Genobank.io here. You can also check out this DNA Exchange article that Kira read in preparation for this interview.

Stay tuned for the next new episode of DNA Today on April 14th, 2023! New episodes are released every Friday. In the meantime, you can binge over 230 other episodes on Apple Podcasts, Spotify, streaming on the website, or any other podcast player by searching, “DNA Today”. Episodes since 2021 are also recorded with video which you can watch on our YouTube channel.

DNA Today is hosted and produced by Kira Dineen. Our social media lead is Corinne Merlino. Our video lead is Amanda Andreoli. Our Outreach Intern is Sanya Tinaikar. Our Social Media Intern is Kajal Patel. And our Graphic Designer Ashlyn Enokian.

See what else we are up to on Twitter, Instagram, Facebook, YouTube and our website, DNAToday.com. Questions/inquiries can be sent to info@DNAtoday.com.

Juno Diagnostics has developed the next generation of non-invasive prenatal tests so that all pregnant people can access a higher standard of care. Juno Diagnostics is the only genetic testing company on the market that performs NIPS for common aneuploidies on blood samples from a finger stick instead of a traditional venous blood draw. That means you collect your sample on your own time, at home, and still have NIPS at a CLIA laboratory! Juno’s Hazel™ NIPS screens for common chromosome variations seen in pregnancy, such as Down syndrome or trisomy 21, trisomy 13, and trisomy 18 – in addition to testing for fetal sex. You can order this test yourself, or have your healthcare provider order for you. Head to JunoDx.com and use the code "DNATODAY” for 10% off! Keep your eye out for our full episode interview with experts from Juno Dx including fellow genetic counselor Katie Sagaser and Dr. Allison Rodgers. In the meantime, check out JunoDx.com to learn more about Hazel and their other test Birch (which tests just for the sex of your baby). (Sponsored)

Surely you have heard of whole genome sequencing, but what about rapid and ultra-rapid whole genome sequencing? This is an emerging method of diagnosing genetic conditions for quick management. PerkinElmer Genomics offers this incredibly valuable test, which can be life saving for ill babies and kids. Learn more in our full episode (#226) with PerkinElmer Genomics. You can visit perkinelmergenomics.com for more information. (Sponsored)

As many of you know through podcasting I have become an entrepreneur including consulting for other podcasts. Since I don't have a business degree I have learned a lot through podcasts like Porch Talks. The inspiration to start this show was from the host Melissa Bradley who wanted to inform, instruct, and inspire fellow entrepreneurs, especially in people who identify as women, people of color, immigrants, veterans, people with disabilities, and folks in the LGBTQIA+ community (which drew me in initially). So if you are thinking about starting a business or just love hearing stories about how businesses grow, Porch Talks is for you. (Sponsored)