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In the ever-evolving world of sports medicine and exercise science, SportsMedTraining has taken a groundbreaking step forward by fully integrating artificial intelligence (AI) into all of its services. This cutting-edge technology is set to revolutionize the way we approach athletic development, injury prevention, and overall health and wellness.


SportsMedTraining's AI-powered platform offers a comprehensive range of services, including online courses, workshops, webinars, and virtual conferences. By leveraging AI, the platform provides personalized learning experiences, real-time feedback, and data-driven insights to optimize learning outcomes for each individual. The AI-enhanced e-learning system adapts to the learner's needs, styles, and paces, ensuring a tailored educational journey that covers a wide array of subjects, from exercise physiology and sports nutrition to injury prevention and rehabilitation.


In addition to its e-learning offerings, SportsMedTraining now provides AI-driven consultancy services through various digital platforms. By analyzing vast amounts of data, including individual client information, latest research findings, and industry best practices, the AI-powered consultancy system offers unprecedented insights, precise analysis, and data-driven recommendations. This enables athletes, coaches, and health professionals to make informed decisions and optimize their strategies for peak performance and injury prevention.


One of the most exciting developments in SportsMedTraining's AI integration is the custom creation of evidence-based guidelines. Whether it's for sports emergencies, exercise prescription, or injury prevention and management, the AI technology analyzes extensive scientific literature, case studies, and clinical data to generate tailored recommendations. These guidelines are continuously updated based on the latest research findings and best practices, ensuring that clients have access to the most current and reliable information.


The potential impact of AI integration in sports medicine and exercise science is immense. By harnessing the power of data and advanced algorithms, SportsMedTraining is paving the way for smarter, more effective athletic development and comprehensive online training. The AI-powered platform not only empowers individuals to take control of their health and performance but also enables sports organizations and healthcare institutions to make data-driven decisions and optimize their strategies.


As we embrace this new era of AI-driven sports medicine and exercise science, SportsMedTraining remains at the forefront of innovation. With its commitment to providing cutting-edge, evidence-based solutions, SportsMedTraining is transforming the landscape of athletic performance and wellness.


Join SportsMedTraining on this exciting journey and experience the future of sports medicine and exercise science. Visit SportsMedTraining.com to learn more about our AI-powered services and start your path towards optimal health, performance, and success.

 
 
  • Writer: Jaime Roa, M.D.
    Jaime Roa, M.D.
  • Feb 20, 2024
  • 4 min read

Throughout my life, I have been fascinated by the use of technology in sports. I remember the triathlon handlebars used by the American cyclist Greg Lemond in the 1989 Tour de France, which led him to victory in the final time trial stage. Or the special biking position of Graeme Obree in 1993, or his "Superman" position in 1995. I also admired the various innovations in bike frames used by the British cyclist Chris Boardman during those years, as well as the widespread adoption of heart rate monitors in the late '80s and early '90s, and the expansion of power meters towards the end of the '90s and the beginning of the 2000s. All these technological innovations in cycling particularly marked me.

 

Personally, by 1994, I was already using a Polar watch with a heart rate monitor, being the first or one of the first cyclists in my cycling club in Cali, Colombia, to use it. And by 1998, I had my first smart indoor trainer that could simulate slopes, analyze power and pedaling biomechanics, and virtually simulate almost any course I programmed. It was the CompuTrainer by Racermate Inc., discontinued in 2017 due to the rapid evolution of the smart indoor trainer market and the emergence of new technologies and competitors, such as indoor trainers offering direct-drive systems, wireless connectivity, and integration with immersive training platforms like Zwift, TrainerRoad, and Sufferfest. This began to eclipse traditional wheel-on trainers like the CompuTrainer. These new smart indoor trainers provided a more realistic riding sensation, easier setup, and were often more affordable, attracting a broader segment of the cycling community. However, I will leave the topic of cycling indoor trainers for another post.

 

Regarding wearable technology specifically, the first smartwatches capable of monitoring health, wellness, and fitness variables hit the market in the 2010s. I had the opportunity to experience this technology around 2014, first with the Polar Loop bracelet and later with the first-generation Apple Watch in 2015 and Garmin Fenix in 2019. It should be clarified that it was only around 2018 that these watches were able to perform measurements through heart rate variability (more specifically, heart pulse variability). This allowed for monitoring a greater number of health, wellness, and fitness variables such as physiological stress, sleep quality, maximum oxygen consumption, among others.

 

In the academic field, there has been great controversy about whether these wearable devices can accurately and consistently measure such variables 24 hours a day, 7 days a week. To obtain such scientific evidence, the ideal would be to have review articles or meta-analyses. The issue is that being a new technology, it is constantly evolving. To date, not only are there smartwatches, but we also have rings, bracelets, bands, sleeves, and even smart glasses. Additionally, the sensors in each of these devices are also evolving and changing, increasing their measuring power and accuracy. So when a scientific article is published about any of these devices, one or more years have passed since it was evaluated. And it turns out that by then, the device has an improved sensor.

 

Another factor complicating the analysis of the accuracy and consistency of wearable technology devices is the variation in use among people. Factors such as skin tone, the fit of the device, the brand and model of the device, the sensor, the presence or absence of tattoos at the site of device placement, its calibration, the amount of body movement, and even the blood flow in the area where it is located influence its accuracy. For example, it is reported that tattoos and darker skin tones may have difficulties in measuring variables due to the light technology (photoplethysmography) used. If the device is too tight or too loose, it also contributes to measurement errors.

 

However, if we leave behind these variables and the device has a latest-generation sensor, is properly adjusted and located, and there are no skin variables that negatively influence, nearly a decade of experience has shown me that these devices can become an indispensable element in measuring variables related to health, wellness, and fitness.

 

Almost 10 years of data accumulated using and comparatively analyzing devices like the Apple Watch Series (including the Apple Watch Ultra), the Garmin Fenix (6 onwards), Garmin Epix, the Polar V2, the Whoop band, and even the Oura ring have shown me that all this wearable technology (those with the latest generation sensors) can measure data such as heartbeats per minute, oxygen saturation, breaths per minute, sleep quality and quantity, physiological stress, calories burned, floors climbed, steps taken, maximum oxygen consumption, heart rate variability (HRV), body battery, acclimatization to heat and altitude, jet lag, and even body temperature with sufficient accuracy and consistency. I have thousands of data points in various scenarios that allow me to corroborate this information: baseline and rest states, states of fatigue, viral conditions, trips to altitude and sea level, different moments of fitness, and correlation on multiple occasions between two or more devices simultaneously (for example, an Apple Watch Ultra on one wrist and a Garmin Epix on the other).

 

I still could not say that there is accuracy in blood pressure data in those devices that claim to measure it. For this, we are still a few years away. Nor could I say that devices using photoplethysmography are more accurate than chest heart rate monitors that use electrocardiography for their measurements. But let's remember that the purpose of wearable technology is to continuously monitor physiological variables, 24 hours a day, 7 days a week. That it be easily accessible and reasonably priced for most people and that its battery allows these continuous measurements for hours, days, weeks, and months.

 

What comes in the near future? Better analysis of all these variables using artificial intelligence to issue more appropriate recommendations regarding health, wellness, and fitness; the possibility of non-invasively monitoring blood glucose (blood sugar) and lactate, which would revolutionize the world of sports and applied sports sciences; and having more options to wear this technology with different brands and models. For example, there are rumors that Apple would enter the competition with the Oura ring with its own ring, as Samsung has already announced. I also hope that the sensors evolve to the point where they can match the gold standard of measurement by electrocardiography. I will be very attentive to when these innovations are commercialized and will surely be reporting my experience with them.


Jaime Roa, M.D., M.S.E.P., M.Ed, ACSM-CEP

Founder-CEO & Scientific Director at SportsMedTraining

 
 
  • Writer: Jaime Roa, M.D.
    Jaime Roa, M.D.
  • Jan 22, 2024
  • 3 min read

In the academic and scientific realm, an interesting phenomenon is observed: as one delves deeper into study, reading, learning, research, and critical thinking, the extent of one's ignorance becomes more apparent. This is particularly evident in the field of health and exercise and sports science, where patients, clients, and athletes are often the most impacted. This situation arises from the lack of consensus among doctors, trainers, nutritionists, physiotherapists, psychologists, and other related professionals on multiple interventions or treatments, resulting in not always optimal care.

 

For example, there are questions about the effectiveness of different training methods to reduce body fat percentage, such as continuous moderate-intensity training, high-intensity interval training (HIIT), or strength training. Similarly, there is debate about the best type of training: HIIT, polarized training, or pyramidal training. In the field of nutrition, there are also questions about whether fruit is beneficial or harmful to health.

 

Regarding injuries, doubts arise about the appropriate treatment for certain conditions, such as meniscus injuries, anterior cruciate ligament injuries, or fifth metatarsal fractures, and whether these always require surgery.

 

This landscape reveals an abundance of information but a scarcity of clear and defined knowledge. Questions are raised about why some people can consume a large amount of calories without gaining weight or fat, while others quickly increase their fat percentage, or why some individuals develop muscle mass quickly compared to others.

 

These reflections lead to rethinking many aspects, even within the practice of "evidence-based medicine," where contradictions are often found. Scientific evidence can show divergent results on the same topic, and paradoxically, there are individuals who respond positively to interventions not supported by evidence. Furthermore, for most interventions, there is no clear scientific proof, which does not necessarily imply the ineffectiveness of an intervention.

 

In the exercise physiology laboratory, efforts are made to control variables such as temperature, humidity, radiant heat, and air movement, including precise calibration of equipment and the application of specific loads to athletes. However, the emotional and psychological aspects, inherent to human beings, escape this control. These factors significantly influence training and competition, affecting athletes' physiological responses and adaptations at key moments. Despite attempts to regulate all factors, elements of uncertainty and unforeseen outcomes are inherent in the process and human physiology, both in sports and in everyday life.

 

Understanding these differences in studies and human responses requires understanding the interaction of physiology with the human factor, including genetics, which leads to each person responding uniquely to a stimulus, medication, treatment, or intervention. The key is INDIVIDUALIZATION.

 

To apply proper management, intervention, or treatment, it is essential to understand each person's individual physiology. In the field of physical activity, exercise, and sports, it is crucial to know each individual in their genetic, physiological, psychological, and emotional aspects, to understand how they will respond and adapt to any intervention.

 

SportsMedTraining is dedicated to advancing the understanding and application of sports medicine, exercise physiology, and the science of sports and exercise. We strive to educate and empower individuals in their pursuit of knowledge, combining scientific evidence with an appreciation for the human aspects of health and sports performance. Our goal is to provide comprehensive learning resources and consulting services, recognizing the unique physiological, emotional, and psychological dimensions of physically active individuals and sports performance.

 

SportsMedTraining aspires to be a top-tier digital platform, transforming the landscape of education and practice in sports medicine and exercise sciences. Envisioning a future where every individual – from sedentary people to professional coaches, athletes, and their support teams – has access to cutting-edge knowledge and holistic perspectives in sports medicine and exercise sciences. This vision extends beyond technical expertise, fostering an understanding of the complex interplay between human physiology and psychology in sports. Through innovative technology, community collaboration, and ongoing research, we seek to cultivate an informed, empathetic, and skilled community that appreciates the human element in health and sports performance.

 

I hope you will join me in this project and invite you to follow us on social media (X, Instagram, Facebook, Threads, YouTube) and on our website, SportsMedTraining.com. We will be offering courses, seminars, webinars, training, consultations, podcasts, and publications of the highest level.

 

I look forward to seeing you!


Jaime Roa, M.D.

 
 
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