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M

Marcel Młyńczak

Institute of Metrology and Biomedical Engineering

H指数:16

被引数:906

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Yo-Yo IR1-derived aerobic endurance machine-learning prediction in youth male soccer players using demographics information and resting heart rate variability parameters

利用人口信息及静息心率变异性参数对青年男性足球运动员的Yo-Yo IR1衍生有氧耐力进行机器学习预测

Frontiers in Physiology

IF3.4

2026-09-120

OA

Is Non-dominant Leg a Key Factor for Endurance Performance in Male Youth Soccer Players? Data-Driven Knowledge-Adjusted Causal Analysis and Literature Synthesis

非优势腿是否是男性青少年足球运动员耐力表现的关键因素？数据驱动的知识调整因果分析与文献综述

Sports Medicine-Open

IF5.9

2026-07-150

OAAI

Detection of obstetric anal sphincter injuries using machine learning-assisted impedance spectroscopy: a prospective, comparative, multicentre clinical study

SCIENTIFIC REPORTS

IF3.9

2025-03-040

OAAI

Machine Learning Classification of Pediatric Health Status Based on Cardiorespiratory Signals with Causal and Information Domain Features Applied-An Exploratory Study

JOURNAL OF CLINICAL MEDICINE

IF2.9

2024-12-020

OAAI

Validity of the Pneumonitor for Analysis of Short-Term Heart Rate Asymmetry Extended with Respiratory Data in Pediatric Cardiac Patients

JOURNAL OF CLINICAL MEDICINE

IF2.9

2024-08-080

OAAI

Evaluation of the performance of GPT-3.5 and GPT-4 on the Polish Medical Final Examination

SCIENTIFIC REPORTS

IF3.9

2023-11-2253

OAAI

Automatic Heart Rate Detection during Sleep Using Tracheal Audio Recordings from Wireless Acoustic Sensor

IF3.3

2023-09-110

OAAI

Validity of the Pneumonitor for RR intervals acquisition for short-term heart rate variability analysis extended with respiratory data in pediatric cardiac patients

KARDIOLOGIA POLSKA

IF3.7

2023-05-296

OA

Response to the letter to the Editor regarding the article Vaccine versus infection- COVID-19-related loss of training time in elite athletes

JOURNAL OF SCIENCE AND MEDICINE IN SPORT

IF3.4

2023-03-010

OAAI

Vaccine versus infection - COVID-19-related loss of training time in elite athletes

JOURNAL OF SCIENCE AND MEDICINE IN SPORT

IF3.4

2022-12-0112

OAAI

Sleep Position Detection with a Wireless Audio-Motion Sensor-A Validation Study

IF3.3

2022-05-115

OA

Granger causality test with nonlinear neural-network-based methods: Python package and simulation study

COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE

IF4.8

2022-04-0129

OAAI

Reliability of Symbolic Analysis of Heart Rate Variability and Its Changes During Sympathetic Stimulation in Elite Modern Pentathlon Athletes: A Pilot Study

现代五项优秀运动员在交感神经刺激过程中心率变异性及其变化的符号分析的可靠性: 一项初步研究

FRONTIERS IN PHYSIOLOGY

IF3.4

2022-02-285

OAAI

Elite athletes with COVID-19-Predictors of the course of disease

JOURNAL OF SCIENCE AND MEDICINE IN SPORT

IF3.4

2022-01-0131

OAAI

Respiratory Activity during Exercise: A Feasibility Study on Transition Point Estimation Using Impedance Pneumography

IF3.5

2021-09-170

OAAI

Comparing sleep studies in terms of the apnea-hypopnea index using the dedicated Shiny web application

BIOMEDICAL SIGNAL PROCESSING AND CONTROL

IF4.9

2021-07-011

OAAI

Shortwave infrared otoscopy for diagnosis of middle ear effusions: a machine-learning-based approach

SCIENTIFIC REPORTS

IF3.9

2021-06-1511

OAAI

A Pilot Study of the Reliability and Agreement of Heart Rate, Respiratory Rate and Short-Term Heart Rate Variability in Elite Modern Pentathlon Athletes

IF3.3

2020-10-1620

OAAI

Vitamin B12 Status and Optimal Range for Hemoglobin Formation in Elite Athletes

IF5

2020-04-0920

OAAI

Joint Apnea and Body Position Analysis for Home Sleep Studies Using a Wireless Audio and Motion Sensor

IF3.6

2020-01-018

OAAI