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Jakub Domaszewicz avatar

Jakub Domaszewicz

June 3, 2024
Comparing 1-Lead and 3-Lead EKG Holters: Understanding Their Diagnostic Capabilities
Knowledge

Comparing 1-Lead and 3-Lead EKG Holters: Understanding Their Diagnostic Capabilities

Heart monitoring is a crucial component of diagnosing and treating many cardiovascular diseases. In recent years, home heart monitoring devices that operate for at least 24 hours, known as mobile EKG Holters, have gained popularity. In this post, we will compare single-channel (1-lead) EKG Holters with three-channel (3-lead) EKG Holters, discuss the differences between these two types of devices, and provide a comparison table to help understand their diagnostic capabilities.

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Jakub Domaszewicz avatar

Jakub Domaszewicz

December 3, 2021
Plotting Ventilation Level in Python
Engineering

Plotting Ventilation Level in Python

Build a real-time ventilation plotter in Python using the Aidlab SDK, filtering the respiratory stream and painting it with matplotlib. We cover device pairing, async loops, and two animation strategies so researchers can inspect inhalation curves seconds after capture. Ideal for labs that need publication-ready visuals without leaving their notebook.

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Jakub Domaszewicz avatar

Jakub Domaszewicz

December 3, 2021
Workout Detector in Python
Engineering

Workout Detector in Python

Spin up a Python script that listens to Aidlab's workout detector and logs every push-up, burpee, and squat your clients crank out. You will learn how motion plus orientation streams trigger on-device classification, and how to extend the callback for your own analytics. A fast track for coaches and hackers who want rep counts without building machine learning from scratch.

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Maja Nowak avatar

Maja Nowak

October 7, 2020
The Era of AI-Based Fitness
Knowledge

The Era of AI-Based Fitness

While robots won't replace fitness coaches anytime soon, there's merit in having an AI fitness assistant to remind you to unglue yourself from the desk and take a moment to pay attention to your well-being.

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Maciej Daniszewski avatar

Maciej Daniszewski

July 14, 2020
Experience-Backed Case for Chest Straps over Wrist HR
Knowledge

Experience-Backed Case for Chest Straps over Wrist HR

If you train by feel, you are guessing; this field guide shows how chest straps capture easy run heart rate trends that wrist wearables routinely miss. We explain why optical sensors lag after pace changes, fail in the cold, and skew averages, and how accurate data prevents overtraining. Runners get a clear case for strapping in before chasing new volume.

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