Using machine learning algorithms to pool data from meta-analysis for the prediction of countermovement jump improvement

IMK Ho, A Weldon, JTH Yong, CTT Lam… - International Journal of …, 2023 - mdpi.com
To solve the research–practice gap and take one step forward toward using big data with
real-world evidence, the present study aims to adopt a novel method using machine …

Can a pre-training biomechanical pathway identify the most effective exercise to enhance a given group's, subgroup's or individual's countermovement jump height?

B Marshall - 2010 - doras.dcu.ie
Background: Countermovement jump (CMJ) ability is an important contributor to successful
performance in many sports. While the drop jump, squat, jump squat and power clean …

Effects of weightlifting exercise, traditional resistance and plyometric training on countermovement jump performance: a meta-analysis

R Berton, ME Lixandrão, CM Pinto e Silva… - Journal of sports …, 2018 - Taylor & Francis
Jump performance is considered an important factor in many sports. Thus, strategies such
as weightlifting (WL) exercises, traditional resistance training (TRT) and plyometric training …

The countermovement jump to monitor neuromuscular status: A meta-analysis

JG Claudino, J Cronin, B Mezêncio… - Journal of science and …, 2017 - Elsevier
Objectives The primary objective of this meta-analysis was to compare countermovement
jump (CMJ) performance in studies that reported the highest value as opposed to average …

Exploring the Influence of Cognitive and Ecological Dynamics Approaches on Countermovement Jumping Enhancement: A Comparative Training Study

F Di Domenico, T D'Isanto, G Esposito… - Journal of Functional …, 2023 - mdpi.com
Countermovement jumping (CMJ) and free-arm countermovement jumping (CMJFA)
express the explosive-elastic force of the lower limbs. Strategies to enhance performance in …

Improving the signal-to-noise ratio when monitoring countermovement jump performance

RA Kennedy, D Drake - The Journal of Strength & Conditioning …, 2021 - journals.lww.com
Abstract Kennedy, RA and Drake, D. Improving the signal-to-noise ratio when monitoring
countermovement jump performance. J Strength Cond Res 35 (1): 85–90, 2021 …

Dimensionality reduction for countermovement jump metrics

LP James, H Suppiah… - … journal of sports …, 2021 - journals.humankinetics.com
Purpose: Dozens of variables can be derived from the countermovement jump (CMJ).
However, this does not guarantee an increase in useful information because many of the …

Network Meta-analysis of Combined Strength and Power Training for Countermovement Jump Height

M Brandt, S Beinert, M Alfuth - International Journal of Sports …, 2023 - thieme-connect.com
Background Stronger athletes can generate increased ground reaction forces, which are
related to faster sprint times [1–3], change of direction speed [4], and vertical jump height [3] …

MATLAB guide for analyzing countermovement jump strategies and performance over time

JR Harry - Strength & Conditioning Journal, 2021 - journals.lww.com
Valid and reliable countermovement vertical jump (CMJ) assessments using force platforms
can require complex data analysis processes not typically explored during strength and …

Genetic markers and predictive model for individual differences in countermovement jump enhancement after resistance training

T Mei, X Li, Y Li, X Yang, L Li, Z He - Biology of Sport, 2024 - termedia.pl
This study aims to utilize Genome-Wide Association Analysis (GWAS) to identify genetic
markers associated with enhanced power resulting from resistance training. Additionally, we …