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All things TrainingPeaks

2/5/2017

 
We are about to release a long awaited feature for our TrainingPeaks integration. Many of you asked about getting TSS data automatically in HRV4Training, and luckily our friends at TrainingPeaks just opened up new APIs for us to read workouts data. 

We went a bit further and extended the current integration to not only read TSS but also read workouts for swimming, biking, running and rowing trainings, so that most of your morning tags can be automatically pre-compiled (sport type, distance, duration, intensity, average heart rate, cadence, and of course TSS).

Additionally, we also extended the integration to use workouts data for VO2max estimation and other summaries available in the app. Check out the remaining of this post for more details and screenshots of the upcoming changes. 
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What do I have to do?

The only thing you need to do is to re-link HRV4Training to TrainingPeaks from the app Settings. This update requires a new authorization on your side as we do not only push metrics but need to access your workouts data to read TSS and other metrics, so simply go in HRV4Training, un-link TP and re-link it so that the app will prompt with the new authorization to approve, as shown above. Once approved, we will read your workouts data right before the measurement, so make sure you are online and your data is already on TrainingPeaks. You can also read workouts data for individual days from the History page, similarly to what you can do already with the Strava integration.
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Enable TrainingPeaks from Menu / Settings in HRV4Training. Make sure to re-link the app if you are already using this integration.

Let's start with TSS

TSS (training stress score) is a metric TrainingPeaks created to quantify the effort of a specific workout. It's particularly useful for cyclists and triathletes as other metrics tend to be inaccurate in determining the stress you put on your body with a specific workout (or multiple workouts and different sports). You can refer to this article for more information. On our side, as we measure physiological stress, looking at physiological responses from various parameters (heart rate, HRV, coefficient of variation of your HRV, normalized HRV and all other variables you have under Insights / HRV Trends for example) makes sense only when we contextualize physiology by training load (and other lifestyle factors as well). Thus, as TrainingPeaks already did great work in quantifying workouts effort using TSS, we can use TSS to better understand how things are going. See the last section of this article for some examples of how you can use TSS in HRV4Training.
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Enable the TSS Tag from Settings / Configure TAGS to make sure the app will read and populate your TSS automatically. TSS from multiple activities will be summed in a "overall TSS for the day" score.

How can I use TSS in HRV4Training?

As mentioned above, you can use TSS in many different analysis in HRV4Training as it can be used as a basic training impulse metric on which we build different insights (similarly to for example just using distance for running, or Suffer Score if you use Strava, you can use TSS). Some examples are shown below:
  • Morning TAGS: automatic fill in (see later)
  • Insights / ​Correlation analysis: correlate training load (day to day and baseline moving average) with respect to physiological data
  • Insights / Training Load Analysis: use TSS to compute chronic and acute training loads and injury risk (ratio between chronic and acute)
  • Insights / HRV Trends analysis: TSS is used to contextualized physiological changes with respect to training load, and determine how you are responding to your training plan (coping well, risk of maladaptation, etc.)
  • Insights / Weekly and Monthly summaries: summaries of your workouts to keep track of the load you average over time
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Get your Tags automatically filled in

Another useful improvement you will see when linking HRV4Training to TrainingPeaks is that your training Tags will be filled in automatically, saving you some time each morning. This functionality is similar to what was already available to Strava users. The same data will also be available from the History page, with a small TrainingPeaks icon indicating that workout data was retrieved for a specific day. Tap the workout icon to see a short summary.
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VO2max estimation and other metrics

Lastly, your workouts data will be used to estimate VO2max, according to models we previously published. In particular, submaximal heart rate (heart rate in relation to pace) will be used for this estimate, and therefore you need to be training with a heart rate monitor. This feature is available only for runners at this stage.​ Other metrics will also be available so that you can track progress over time, for example cadence shown below.
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The exact same functionality will be available on Android as well.

Enjoy.

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    This blog is curated by
    Marco Altini, founder of HRV4Training


    ​Blog Index
    ​
    The Ultimate Guide to HRV
    1: Measurement setup
    2: Interpreting your data
    3: Case studies and practical examples

    How To
    1. Intro to HRV
    ​2. How to use HRV, the basics
    3. HRV guided training
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    6. Overview in HRV4Training Pro​
    7. HRV in team sports
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    1. Context & Time of the Day
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    3. Paced breathing
    4. Orthostatic Test
    5. Slides HRV overview
    6. Normal values and historical data
    ​7. HRV features
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    Data Analysis
    1a. Acute Changes in HRV
    (individual level)

    1b. Acute Changes in HRV (population level)
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    1c. Acute Changes in HRV & measurement consistency
    1d. Acute Changes in HRV in endurance and power sports​
    2a. Interpreting HRV Trends
    2​b. HRV Baseline Trends & CV
    3. ​Tags & Correlations​
    4. Ectopic beats & motion artifacts
    5. HRV4Training Insights
    6. HRV4Training & Sports Science
    7. HRV & fitness / training load
    ​8. HRV & performance
    9. VO2max models
    10. Repeated HRV measurements
    11. VO2max and performance
    12. HR, HRV and performance
    13. Training intensity & performance​
    14. Publication: VO2max & running performance
    ​
    15. Estimating running performance
    16. Coefficient of Variation
    17. More on CV and the big picture
    ​​​​​18. Case study marathon training
    19. Case study injury and lifestyle stress
    20. HRV and menstrual cycle
    21. Cardiac decoupling
    22. FTP, lactate threshold, half and full marathon time estimates
    ​23. Training Monotony
    ​
    Camera & Sensors
    1. ECG vs Polar & Mio Alpha
    2a. Camera vs Polar
    2b. Camera vs Polar iOS10
    2c. iPhone 7+ vs Polar
    2d. Comparison of PPG sensors
    3. Camera measurement guidelines
    4. Validation paper
    ​5. Android camera vs Chest strap
    ​6. Scosche Rhythm24
    ​7. Apple Watch
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    ​1. Features and Recovery Points
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    4. Sleep tracking
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    ​6a. Integration with Strava
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    6c. Integration with SportTracks
    6d. Integration with Genetrainer
    ​
    6e. Integration with Apple Health
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    ​6f. Integration with Todays Plan
    7. Acute HRV changes by sport
    8. Remote tags in HRV4T Coach
    9. VO2max Estimation
    ​
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    12. Lactate Threshold Estimation
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    14. Aerobic Endurance analysis
    15. Intervals Analysis
    ​​​16. Training Planning
    17. Integration with Oura
    18. Aerobic efficiency and cardiac decoupling
    ​
    Other
    1. HRV normal values​
    ​2. HRV normalization by HR
    ​
    3. HRV 101

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