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Diabettech AI
Tim Street
18 episodes
1 day ago
From the publisher of Diabettech.com.... These are audio summaries of articles published on www.diabettech.com, created using the Notebook LM tool based on Google's Gemini AI platform. Sometimes it doesn't quite get it right, but we try and highlight those moments in the episode notes!
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Medicine
Health & Fitness
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All content for Diabettech AI is the property of Tim Street and is served directly from their servers with no modification, redirects, or rehosting. The podcast is not affiliated with or endorsed by Podjoint in any way.
From the publisher of Diabettech.com.... These are audio summaries of articles published on www.diabettech.com, created using the Notebook LM tool based on Google's Gemini AI platform. Sometimes it doesn't quite get it right, but we try and highlight those moments in the episode notes!
Show more...
Medicine
Health & Fitness
Episodes (18/18)
Diabettech AI
The Nine Sensor Samba. A deep dive into the experiment, the outcomes and the implications

In this episode, our hosts take a deep dive into the Nine Sensor Samba, an n=1 experiment that pits a variety of newly released CGM systems against the incumbents, Dexcom and Libre.


With 9 sensors, 15 days and 150 fingerpricks, the outcomes aren't quite what you're expecting!

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1 month ago
17 minutes 13 seconds

Diabettech AI
Snaq. A deep dive into AI for Carb Counting and Glucose Prediction

In this episode, our hosts discuss the review of Snaq undertaken over at Diabettech, noting the benefits and frustrations of using it, and the conclusions the reviewer drew.


The two articles this is drawn from are:


https://www.diabettech.com/ai/snaq-a-diabetes-ai-to-help-you-carb-count-badly/

https://www.diabettech.com/diabetes/beyond-snaq-qing-digesting-your-glucose-patterns/

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2 months ago
23 minutes 35 seconds

Diabettech AI
In Conversation With... AIs review user data and pump settings to help with diabetes care...

In this episode, our hosts discuss the attempts that LLMs made to analyse a series of images describing outcomes and pump settings, highlighting the benefits and issues that arose in the experiment.


Suffice to say that it wasn't all sweetness and light and they won't be replacing healthcare professionals just yet.

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3 months ago
15 minutes 16 seconds

Diabettech AI
Our AI friends discuss Carb Counting with AI: A Deep Dive into How Different Models Stack Up

Our hosts discuss how Large Language Models manage when presented with images of foods to analyse and determine the carb content.


It turns out that they are about as good as humans...

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3 months ago
17 minutes 40 seconds

Diabettech AI
Our AI friends review AI responses to factual questions about T1D

In this episode, the twins discuss the study that Diabettech undertook to see how the various AI models handled facts, tips, etc.


There's obviously no irony in this approach...

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4 months ago
26 minutes 3 seconds

Diabettech AI
AI's Diabetes Advice: A Model Comparison Study

Our AI hosts discuss the outline of a study comparing how well AI systems give diabetes advice.

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4 months ago
10 minutes 4 seconds

Diabettech AI
Incretins: Shielding Against Diabetes Complications? Beyond Blood Sugar

With all the information demonstrating that Incretins appears to shield against heart problems, our hosts discuss whether they could help alleviate the complications of diabetes.

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4 months ago
22 minutes 22 seconds

Diabettech AI
Diabetes Device Shake-Up: Spin-Offs and Strategic Shifts

A discussion focusing on Medtronic spinning out its Diabetes division, and with Ypsomed doing the same, what it means for the Diabetes Devices industry...

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4 months ago
18 minutes 43 seconds

Diabettech AI
CGM. Is more better?
Our favourite hosts discussing the advantages and disadvantages of the "more accurate" and "more data" CGMs on the market at the moment and draw some interesting conclusions. Discussion generated by Google Gemini AI.
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8 months ago
13 minutes 53 seconds

Diabettech AI
Location, location, location. Does cannula site affect AID performance?
In this episode, Mac and Lin discuss infusion site locations and the potential effects on AID systems of changing between abdomen, arms and thighs. it's worth noting that they haven't quite understood that the predominant study referred to in the article used a rapid acting insulin rather than regular human insulin to arrive at the numbers provided. Original article at: https://wp.me/p7O2EL-2uK
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12 months ago
9 minutes 15 seconds

Diabettech AI
Exercise, Insulin and Automation. The challenges.
In this episode, Mac and Lin discuss the challenges of managing exercise with automated insulin delivery systems. https://www.diabettech.com/insulin/exercise-insulin-and-automation-the-challenges/
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1 year ago
7 minutes 54 seconds

Diabettech AI
The wild, wild, west of the CGM head to head study
In this episode, we discover that Lin also has type 1 and Mac and Lin discuss the head to head study between the Abbott Libre3 and Dexcom G7 study published in the Journal of Diabetes Science and Technology in March and highlight some of the challenges with it. https://www.diabettech.com/cgm/welcome-to-the-wild-wild-west-the-cgm-head-to-head-study/
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1 year ago
10 minutes 50 seconds

Diabettech AI
GLP1-RAs and Type 1 Diabetes: Real world use with Automated insulin delivery systems
This episode discusses the findings a small study looking at incretin-based therapy used by people with type 1 diabetes who are also using Open Source Automated delivery systems.
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1 year ago
8 minutes 58 seconds

Diabettech AI
GLP1-RAs and Type 1 Diabetes: dosing schedules and Pharmacokinetics
In this episode, Mac and Lin dig into the pharmacokinetics of incretins and how they might affect glucose management in type 1 diabetes. Original Source: https://wp.me/p7O2EL-2t0
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1 year ago
10 minutes 25 seconds

Diabettech AI
Using smart device data to gain an insight into life with diabetes
This episode discusses a couple of posts on diabettech.com that dive into the data derived from CGM, pump and smart watch and offers some ideas on how that might help with diabetes management. Sources: https://www.diabettech.com/biological-data/diabetes-and-data-what-more-can-we-learn-part-1/ https://www.diabettech.com/biological-data/diabetes-and-data-what-more-can-we-learn-part-2/
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1 year ago
8 minutes 48 seconds

Diabettech AI
Open Source Automated Insulin Delivery. Looking at the choice and why it matters.
This episode looks at Loop and AndroidAPS, published studies on their performance and a study on pigs that compared the algorithms and discussed why options are important and how these open source solutions are safe. Source Data at: https://pubmed.ncbi.nlm.nih.gov/33226840/ https://www.nejm.org/doi/full/10.1056/NEJMoa2203913 https://www.diabettech.com/artificial-pancreas/automated-insulin-delivery-why-choice-matters/
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1 year ago
10 minutes 39 seconds

Diabettech AI
To patch pump or not patch pump?
A look at the differences between the types of pump and some of the non-obvious reasons why you might want to choose one or the other. To note: Google's AI wasn't quite aware of what tunneling is... https://www.diabettech.com/patch-pump/to-patch-pump-or-not-to-patch-pump-that-is-the-question/
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1 year ago
11 minutes 31 seconds

Diabettech AI
GLP1 Receptor Agonists and Type 1 Diabetes: More than meets the eye?
This episode features a discussion on GLP1-RAs, what they do physiologically and how they might affect Type 1 Diabetes.
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1 year ago
14 minutes 54 seconds

Diabettech AI
From the publisher of Diabettech.com.... These are audio summaries of articles published on www.diabettech.com, created using the Notebook LM tool based on Google's Gemini AI platform. Sometimes it doesn't quite get it right, but we try and highlight those moments in the episode notes!