Imaging, AI & care in practice.
Field notes on thermal imaging, model research, sports science, and clinical workflows.
Featured · Thermography
Left/Right Temperature Difference: A Hidden Injury Signal
Learn when a left-right temperature difference may be meaningful and how injury history, load distribution, and thermal asymmetry affect interpretation.
How to Read ai4sports Reports: A 6-Step Thermal Analysis Guide
Learn how to interpret ai4sports thermal reports using measurement conditions, past analyses, trends, load and other athlete data in six steps.
Before/After Thermal Analysis: Evaluating Training Effects
See how pre- and post-training thermal changes are compared, how to read the report, and how ai4sports Before/After analysis supports monitoring.
What Do Average, Minimum, and Maximum Temperature Values Mean for Coaches?
Learn what mean, minimum, and maximum temperatures represent in thermal reports and why coaches should interpret all three together over time.
Body-Region Thermal Asymmetry and Injury Risk
Explore how right-left temperature differences can be monitored in athletes, what graded thresholds mean, and the limits of thermal asymmetry.
Can Thermal Analysis Detect Muscle Fatigue Early?
Compare RPE, lactate and CK monitoring with the regional, repeatable physiological data that thermal analysis can add to athlete fatigue tracking.
Thermography vs Conventional Imaging
Unlike MRI and ultrasound, thermography does not provide anatomical imaging; it provides physiological imaging. It is a non-invasive imaging method and does not harm the body.…
What Do Muscle Group Temperature Maps Tell Us?
Explore how muscle thermal analysis can be used to assess temperature distributions across muscle groups, left-right asymmetries, and thermal changes over time.
What Is Thermal Imaging and How Is It Used in Sports?
A practical guide explaining what thermal cameras show, what thermography is, where it is limited, and how it can be used in athlete monitoring.
Thermal Asymmetry Dynamics After Ankle Injury
This blog summarizes a study that examined how thermal asymmetry changed on training days 1 and 14 in football players with and without a history of…