Metastability and Eye Movements: A Dynamical‑Systems Interpretation

-
  1. Why metastability is a natural language for gaze behavior The idea that perception, attention, and neural activity evolve through transiently stable states has deep roots in cognitive science and neuroscience. Concepts such as attractors , basins , noise‑induced transitions , and escape times appear in work on perceptual switching, decision‑making, and neural population dynamics (Kelso, 1995; Rabinovich et al., 2008; Deco & Jirsa, 2012). Eye movements, especially the alternation between fixations and saccades ,   fit remarkably well into this metastable picture. The Freidlin–Wentzell theory of rare events (Freidlin & Wentzell, 2012) provides a rigorous mathematical language for these intuitions. 2. Fixations as metastable states  Consider the gaze position X t as the state of a stochastic dynamical system. During a fixation the  gaze remains confined to a small region, microsaccades and noise generate small fluctuations, and the gaze tends to return...
Post a Comment

Normative Reference Values of Right Heart in Competitive Athletes

-
Training-induced right ventricular (RV) enlargement is frequent in athletes. Unfortunately, RV dilatation is also a common phenotypic expression and one of the diagnostic criteria of arrhythmogenic RV cardiomyopathy (ARVC). The current echocardiographic reference values derived from the general population can overestimate the presence of RV dilatation in athletes. We performed a meta-analysis of the literature (J Am Soc Echocardiogr 2017;30:845-58) to derive the proper reference values for assessing RV enlargement in competitive athletes. We conducted systematic review of English-language studies in the MEDLINE, Scopus, and Cochrane databases investigating RV size and function by echocardiography and by cardiac magnetic resonance (CMR) in competitive athletes.

In total, 6,806 and 740 competitive athletes were included for the echocardiographic and CMR quantification of the RV, respectively. In this review, we present normal reference values for RV size and function to be applied in competitive athletes according to the disciplines practiced. The reference ranges reported in this review suggest that physicians should be aware that application of the current recommendations for normal population could be misleading when evaluating athletes. We suggest using these normative reference values, obtained in competitive athletes, to avoid the potential for mistakenly concluding, in this specific population, that RV size or function are abnormal.


Physicians should be aware that the application of the current recommendations for the normal population could be misleading when evaluating athletes. In the present systematic review and meta-analysis, we derived normative values for RV echocardiographic and CMR dimensions to be applied in competitive athletes to properly assess the presence and extent of RV dilatation. The extent of RV remodeling is particularly evident in athletes practicing combined disciplines. The application of the proposed cut-offs would prevent misleading interpretation of echocardiographic RV assessment and unwarranted exclusion from sports participation in athletes exhibiting physiologic RV enlargement. Conversely, measurements greatly exceeding the athlete-derived limits here reported are unlikely to represent a uniquely physiologic adaptation to training and should raise suspicion of a pathological cardiac condition.

Comments

Post a Comment

Popular posts from this blog

Understanding Anaerobic Threshold (VT2) and VO2 Max in Endurance Training

-
Image
  Introduction: The Science Behind Ventilatory Thresholds VT1 vs. VT2: Defining Energy Transitions p (Aerobic Threshold) : The transition from lipid metawwwpp (fat-burning) to a mixed metabolism, where both carbohydrates and fats fuel muscle activity. V0T2 (Anaerobic Threshold) : The point where the  shifts to a predominantly carbohydrate-based wmetabolism , leading to rapid lactate waccumpulation and increased reliance on anaerobic energy pathways. www w In p VT1 and VT2 Wwww ewAgep & Sex Younger athletes generally exhibit higher VT2 values , while aging naturally reduces aerobicw capacity. Men tend to have a higher VO2 Max due to greater lung capacity and muscle mass, but women can achieve similar endurance levels through optimized training. Body Composition & Health Status High body fat percentage may reduce VT2 efficiency, as excess weight increases ...
Read more

Diagnosing Singular Fits in Linear Mixed Models: Practical Examples, Code, and Alternatives

-
Image
  Introduction This post is the practical follow‑up to When Linear Mixed Models Don’t Converge , where I discussed the theoretical reasons why convergence issues often arise in linear mixed models. Here, we move from theory to practice: simulated examples, diagnostic tools, interpretation of singular fits, and practical modeling alternatives. If you haven’t read the first part yet, you may want to start there for the conceptual foundations. Figure. Conceptual map showing how model complexity and available information interact Legend of Figure 1. Green = identifiable models; yellow = risk of singularity; red = non‑identifiable models. A Concrete Example Using R: When a Random-Slope Model Becomes Singular Let’s simulate a simple dataset with only 8 groups and a very small random‑slope variance. This is a classic scenario where the model converges numerically but is statistically non‑identifiable. ```r set.seed(123) n_groups <- 8 n_per_group <- 20 group <- factor(rep(1:n_gro...
Read more

Owen's Function: A Simple Solution to Complex Problems

-
Definition   If you are interested in statistics or probability, you may have encountered the Owen's function , a special function that arises in various applications involving bivariate normal distributions. Let’s explain what Owen's function is, how it is defined and notated, and why it is useful.  The Owen's function is defined as follows: for any real numbers h and a, Owen's function T(h,a) is given by T ( h , a ) = 1 2 π · ∫ 0 a exp ( - h 2 2 · ( 1 ...
Read more