EnduCloud

EnduCloud Harnessing artificial intelligence to provide the next generation of personalized fitness

Prescription, analysis and individualization of physical activity for health and performance

EnduCloud assist health providers and coaches in the prescription of aerobic physical activity plan for health and performance based on the individual targets and constrains. EnduCloud monitors the response to training and modifies the plan based on the individual response. EnduCloud combines advanced (and unique) advanced analytical tools and artificial intelligence to analyze the training load, the response to the load and the individualized adaptation. EnduCloud uses the wide range of wearable devices that are already in use by the people from sport and smart watches with training time or 24*7 monitoring, which is collected through common applications including Strava™ Garmin Connect™ and Polar Flow™, and will gradually add more vendors and sensor types. EnduCloud include specific modules customized to the needs of specific populations starting with cardiac patients and continuing to general health, recreational athletes and oncological patients. At its initial stage EnduCloud supports walking and running, that will be gradually expand to include cycling, swimming, triathlon, rowing, cross country ski and more for indoor and outdoor sport. EnduCloud primary audience is health providers and coaches that uses EnduCloud to provide higher quality personalized service to their customers. Additionally, EnduCloud offers a free tier of unsupervised personalized service to the general public, that can be complemented by paid supervision services through EnduCloud. EnduCloud elaborate database which includes comprehensive information regarding the trainee, the training plan and the trainee response to the plan will use both for the next stages of EnduCloud’s development and to improve our understanding on the consequences of physical activity.

We are happy to announce that EnduCloud has been accepted into Garmin Connect Developer Program - another major step tow...
05/12/2023

We are happy to announce that EnduCloud has been accepted into Garmin Connect Developer Program - another major step toward the limited launch of EnduCloud later this year.

One of several studies that have been published in recent years and repeatedly demonstrate that the derivation of traini...
08/02/2023

One of several studies that have been published in recent years and repeatedly demonstrate that the derivation of training ranges from one maximum or arbitrary value differs from person to person (and in particular between women and men), therefore leading to an incorrect definition of the training ranges, and as a result a failure to achieve the desired metabolic (and health) adaptations.

One of the main challenges facing trainers and developers of systems for recording training is finding a mechanism that will allow individual adjustment of the training ranges according to the characteristics of the specific trainee.

(Link to the article in the first comment)

This exciting story comes from the Yorkshire Cancer Research Center:As evidence continues to emerge on the benefits of e...
09/08/2022

This exciting story comes from the Yorkshire Cancer Research Center:

As evidence continues to emerge on the benefits of exercise for people with cancer, physical activity is becoming increasingly central to cancer treatment and rehabilitation.

Katie Pickering is part of the Active Together project, a pioneering programme delivered by Sheffield Hallam University’s Advanced Wellbeing Research Centre (AWRC) and funded by Yorkshire Cancer Research. The programme uses exercise to help people prepare for and recover from cancer treatment.

As evidence continues to emerge on the benefits of exercise for people with cancer, physical activity is becoming increasingly central to cancer treatment and rehabilitation.

Use of Speed and Power Data to Assess Endurance and Durability Among RunnersBy Tomer Geminder, EnduCloudOne of the keys ...
06/07/2022

Use of Speed and Power Data to Assess Endurance and Durability Among Runners

By Tomer Geminder, EnduCloud

One of the keys for enhancing running performance is a gradual progression in loads along the time axis. The progress in loads is due to progress in training duration, intensity, or a combination of both. The athlete progression and the emphases are individually tailored to the athlete, his/her constraints, his/her intensity-duration curve, the event to which they are training for and the available time.





The intensity-duration curve provides a comprehensive snapshot of the athlete's abilities including the speed or power they can sustain for the various durations, the time to exhaustion with prolonged efforts, and more. Not only does this two-dimensional snapshot provides us with a much more complete picture of the athlete compared to individual thresholds like power or speed at lactate threshold or time to exhaustion, but it also enables us to track the athlete's progress, focus the training on the weaknesses, and predict performance. Furthermore, the duration-intensity curve provides insights into the athlete's aerobic and anaerobic profiles, which are at the basis of his performance.

Some interesting points that can be calculated from the duration-intensity curve include:
- The athlete’s lactate/anaerobic threshold/second respiratory threshold – the threshold that separates heavy intensity from severe intensity domain.
- Critical power/speed – The power / speed that can be held for a long period of time
- "Anaerobic Capacity" (W '/D') – The ability of the athlete to exert effort above critical power/speed. This ability "empties" during intense efforts, and slowly "recharge" with pauses between them.
- Durability (TTE - Time to Exhaustion) – the rate of decay in the athlete’s ability during prolonged efforts
- Stamina – The time current sped or power can be sustained. This value is determined by the combined athlete's aerobic and anaerobic abilities in efforts above the lactate threshold, and by the combined aerobic ability and durability to efforts below the lactate threshold.
- Aerobic threshold/first respiratory threshold – As of now there is no exact tool other than laboratory tests, to calculate this value, so we use only a rough estimate and/or subjective metrics

The duration-intensity curve can be found from a series of dedicated tests of different durations which are usually held over about a week, or be estimated using the athlete's training data. We recommend using initial values derived from tests, and later update the figures using data attained during training, while giving extra weight to tests for different distances which are carried out throughout the season.

A simple example of the benefits of using the intensity-duration curve over discrete thresholds is the ability to obtain better estimations for the anaerobic threshold or the athlete's functional threshold power (FTP). In contrast to the current tools that base the FTP assessment on the assumption that this value is close to the intensity that can be maintained for an hour, or approximate it by shorter tests, in practice we see that these values are obtained in different athletes over a wide range of durations from 30 minutes and up to 70 minutes or more, with correlation to the athlete fitness, which regularly leads to overestimation of the FTP of amateur athletes. The result is that many amateur athletes, mostly riders, perform hard training at disproportionate power to their actual abilities.

Another example is the ability to accurately predict race times in long competitions lasting two hours or more, including the marathon, and the ability to predict the impact of external factors such as heat load, inclines, fatigue, fitness, etc. Furthermore, monitoring the athlete's durability makes it possible to assess the level of readiness for very long events, and accordingly update the training mix in order to utilize the available training time for the competition in the most effective way.

In conclusion, the use of the duration-intensity curve instead of discrete thresholds provides us with new tools for understanding the athlete's abilities and the physiology at their core, adapting the training to the individual athlete, and predict their abilities at different distances enabling better competition planning.

European Society of Cardiology: Exercise intensity assessment and prescription in cardiovascular rehabilitation and beyo...
29/05/2022

European Society of Cardiology: Exercise intensity assessment and prescription in cardiovascular rehabilitation and beyond: why and how: a position statement from the Secondary Prevention and Rehabilitation Section of the European Association of Preventive Cardiology

https://academic.oup.com/eurjpc/article/29/1/230/6291268

Marco Altini, one of the leading researchers in the area of HRV and the usage of DFA alpha 1 during activity to calculat...
15/03/2022

Marco Altini, one of the leading researchers in the area of HRV and the usage of DFA alpha 1 during activity to calculate VT1/LT1, has issued a statement that following the data gathered during the last months, he takes back the claim that there is a universal threshold (75%) that allows to calculate this value.

About one year ago, following a few interesting exchanges via email with Sander Berk at Dutch Triathlon, as well as with Raúl Celdrán, Alan Couzens and James Cobb on Twitter, I got more...

Wearable technology is the leading 2022 fitness trend according to the ACSM.EnduCloud is focused on delivering the brain...
30/12/2021

Wearable technology is the leading 2022 fitness trend according to the ACSM.

EnduCloud is focused on delivering the brain that utilize the wearable technology to assist health providers and coaches in the prescription, monitoring, analysis and modification of individualized endurance training programs for health and performance.

Research update:54,163 patients with coronary heart disease were included and followed up for exercise-based cardiac reh...
09/12/2021

Research update:

54,163 patients with coronary heart disease were included and followed up for exercise-based cardiac rehabilitation participation. Mortality risk was nearly doubled for those who did not participate in exercise-based cardiac rehabilitation compared to those who participated for a long duration and 44% higher compared to a short participation. Furthermore, the risk of reduced working capacity was higher for those who did not participate compared to those who participated for a short duration.

https://sportsmedicine-open.springeropen.com/track/pdf/10.1186/s40798-021-00381-z.pdf

Research update: Effects of 16 weeks of pyramidal and polarized training intensity distributions in well-trained enduran...
21/11/2021

Research update: Effects of 16 weeks of pyramidal and polarized training intensity distributions in well-trained endurance runners

The aim of this study was to investigate the effects of four different training periodizations, based on two different training intensity distributions during a 16-week training block in well-trained endurance runners. Sixty well-trained male runners were divided into four groups. ..
Each intervention effectively improved endurance surrogates and performance in well-trained endurance runners. However, the change from pyramidal to polarized distribution maximized performance improvements, with relative ⩒O2peak representing the only physiological correlate.

The aim of this study was to investigate the effects of four different training periodizations, based on two different training intensity distributions during a 16-week training block in well-trained...

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