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Will AI and NIRS Redefine Endurance Training?! | #50 ft. Dr. Robert A. Jacobs
In this episode of the Critical Oxygen podcast, Dr. Robert Jacobs and I discuss the use of technology and artificial intelligence (AI) in endurance training. We explore the application of Moxy Monitor, a near-infrared spectroscopy device (NIRS), for physiological testing and monitoring. We cover topics such as the limitations of models and training plans, the use Moxy Monitor for coaches and athletes. We also touch on the recent controversies in college football and share our thoughts on the Michigan Football's National Championship performance. We discuss the benefits of indoor training, the challenges of FTP testing, and the future of physiological monitoring. The conversation concludes with a discussion on the role of coaches in the AI era and the importance of adaptability and human connection in the face of advancing technology.
If you are interested in buying a Moxy you can get 5% off if you use the code OXPO at check out!
TAKEAWAYS
1) Machine learning and artificial intelligence are being leveraged in the field of endurance training to optimize performance.
2) Moxy Monitor, a near-infrared spectroscopy device, can be used for physiological testing and monitoring during training.
3) The integration of Moxy Monitor with software platforms like FulGaz allows for real-time visualization of physiological data.
4) The use of AI in training plans, such as TriDot, can provide personalized and optimized training recommendations for athletes. AI and machine learning have the potential to optimize training by balancing stress and recovery.
5) Continuous physiological monitoring, such as SMO2 and metabolic devices, may offer more accurate and real-time data for training.
6) Coaches can focus on the interpersonal aspects of coaching, while AI technology handles training plan adjustments.
Enjoy!
Enjoying these podcasts? Don't forget to subscribe to get notified when new episodes are released.
If you have a question or topic you want us to address, leave a comment!
Follow Phil on Instagram - https://www.instagram.com/criticalo2
Interested in testing, courses, or other long form content check out the critical oxygen website - https://www.criticaloxygen.com
CHAPTERS
00:00 Introduction and Overview
01:44 Leveraging Machine Learning and Artificial Intelligence
03:37 Using Moxy Monitor for Physiological Testing
06:30 Customizing Testing for Different Athletes
07:27 Optimal Muscle Placement for Moxy Monitor
08:55 Integration of Moxy Monitor with FulGaz
09:52 Using Moxy Monitor for Pacing
10:48 Benefits of Moxy Monitor for Coaches
16:03 The Concept of Critical Power
17:31 Comparing Watt max and Blood Lactate Max
18:30 Using Moxy Monitor for VO2 Max Testing
21:22 Conversation about Michigan Football and the National Championship Game
34:29 Focus of the Endurance Exchange Conference
38:02 Advantages of Non-Invasive Monitoring with Moxy Monitor
39:27 The Role of AI in Endurance Training
51:12 TriDot's Training Plan Based on AI
55:29 The Power of Big Data in Training
56:49 Considerations and Limitations of AI
01:00:02 The Benefits of Indoor Training
01:03:23 The Validity of FTP Testing
01:04:49 The Potential of Continuous Monitoring
01:06:21 The Future of Physiological Monitoring
01:09:59 The Potential of Continuous Metabolic Monitoring
01:10:56 The Advancements in Monitoring Devices
01:18:31 The Training of Sled Dogs
01:20:19 The Potential of AI in Training Plans
01:21:49 Discussion of AI and it's use in life
01:30:45 Outro
View all episodes
By Philip Batterson, Ph.D.
5
1313 ratings
In this episode of the Critical Oxygen podcast, Dr. Robert Jacobs and I discuss the use of technology and artificial intelligence (AI) in endurance training. We explore the application of Moxy Monitor, a near-infrared spectroscopy device (NIRS), for physiological testing and monitoring. We cover topics such as the limitations of models and training plans, the use Moxy Monitor for coaches and athletes. We also touch on the recent controversies in college football and share our thoughts on the Michigan Football's National Championship performance. We discuss the benefits of indoor training, the challenges of FTP testing, and the future of physiological monitoring. The conversation concludes with a discussion on the role of coaches in the AI era and the importance of adaptability and human connection in the face of advancing technology.
If you are interested in buying a Moxy you can get 5% off if you use the code OXPO at check out!
TAKEAWAYS
1) Machine learning and artificial intelligence are being leveraged in the field of endurance training to optimize performance.
2) Moxy Monitor, a near-infrared spectroscopy device, can be used for physiological testing and monitoring during training.
3) The integration of Moxy Monitor with software platforms like FulGaz allows for real-time visualization of physiological data.
4) The use of AI in training plans, such as TriDot, can provide personalized and optimized training recommendations for athletes. AI and machine learning have the potential to optimize training by balancing stress and recovery.
5) Continuous physiological monitoring, such as SMO2 and metabolic devices, may offer more accurate and real-time data for training.
6) Coaches can focus on the interpersonal aspects of coaching, while AI technology handles training plan adjustments.
Enjoy!
Enjoying these podcasts? Don't forget to subscribe to get notified when new episodes are released.
If you have a question or topic you want us to address, leave a comment!
Follow Phil on Instagram - https://www.instagram.com/criticalo2
Interested in testing, courses, or other long form content check out the critical oxygen website - https://www.criticaloxygen.com
CHAPTERS
00:00 Introduction and Overview
01:44 Leveraging Machine Learning and Artificial Intelligence
03:37 Using Moxy Monitor for Physiological Testing
06:30 Customizing Testing for Different Athletes
07:27 Optimal Muscle Placement for Moxy Monitor
08:55 Integration of Moxy Monitor with FulGaz
09:52 Using Moxy Monitor for Pacing
10:48 Benefits of Moxy Monitor for Coaches
16:03 The Concept of Critical Power
17:31 Comparing Watt max and Blood Lactate Max
18:30 Using Moxy Monitor for VO2 Max Testing
21:22 Conversation about Michigan Football and the National Championship Game
34:29 Focus of the Endurance Exchange Conference
38:02 Advantages of Non-Invasive Monitoring with Moxy Monitor
39:27 The Role of AI in Endurance Training
51:12 TriDot's Training Plan Based on AI
55:29 The Power of Big Data in Training
56:49 Considerations and Limitations of AI
01:00:02 The Benefits of Indoor Training
01:03:23 The Validity of FTP Testing
01:04:49 The Potential of Continuous Monitoring
01:06:21 The Future of Physiological Monitoring
01:09:59 The Potential of Continuous Metabolic Monitoring
01:10:56 The Advancements in Monitoring Devices
01:18:31 The Training of Sled Dogs
01:20:19 The Potential of AI in Training Plans
01:21:49 Discussion of AI and it's use in life
01:30:45 Outro
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