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Cabizosu A, Marín-Pagán C, Martínez-Serrano A, Alcaraz PE, Martínez-Noguera FJ. Myotendinous Thermoregulation in National Level Sprinters after a Unilateral Fatigue Acute Bout-A Descriptive Study. SENSORS (BASEL, SWITZERLAND) 2023; 23:9330. [PMID: 38067705 PMCID: PMC10708647 DOI: 10.3390/s23239330] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 09/21/2023] [Revised: 11/17/2023] [Accepted: 11/20/2023] [Indexed: 12/18/2023]
Abstract
In the last decade there has been a growing interest in infrared thermography in the field of sports medicine in order to elucidate the mechanisms of thermoregulation. The aim of this study was to describe bilateral variations in skin temperature of the anterior thigh and patellar tendon in healthy athletes and to provide a model of baseline tendon and muscle thermoregulation in healthy sprinters following a unilateral isokinetic fatigue protocol. Fifteen healthy national-level sprinters (eleven men and four women), with at least 3 years of athletic training experience of 10-12 h/week and competing in national-level competitions, underwent unilateral isokinetic force testing and electrostimulation in which their body temperature was measured before, during, and after the protocol using an infrared thermographic camera. ANOVA detected a significant difference in the time × side interaction for patellar temperature changes (p ≤ 0.001) and a significant difference in the time/side interaction for quadriceps temperature changes (p ≤ 0.001). The thermal challenge produces homogeneous changes evident in quadriceps areas, but not homogeneous in tendon areas. These data show that metabolic and blood flow changes may depend on the physical and mechanical properties of each tissue. Future research could be conducted to evaluate the predictive value of neuromuscular fatigue in the patellar tendon and quadriceps after exercise in order to optimize post-exercise recovery strategies.
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Affiliation(s)
- Alessio Cabizosu
- THERMHESC Group, Chair of Molina Ribera Hospital, C. Asociación, S/N, 30500 Molina de Segura, Spain;
- Research Center for High Performance Sport, Catholic University of Murcia (UCAM), Campus de los Jerónimos, Nº 135, 30107 Murcia, Spain; (A.M.-S.); (P.E.A.); (F.J.M.-N.)
| | - Cristian Marín-Pagán
- Research Center for High Performance Sport, Catholic University of Murcia (UCAM), Campus de los Jerónimos, Nº 135, 30107 Murcia, Spain; (A.M.-S.); (P.E.A.); (F.J.M.-N.)
| | - Antonio Martínez-Serrano
- Research Center for High Performance Sport, Catholic University of Murcia (UCAM), Campus de los Jerónimos, Nº 135, 30107 Murcia, Spain; (A.M.-S.); (P.E.A.); (F.J.M.-N.)
| | - Pedro E. Alcaraz
- Research Center for High Performance Sport, Catholic University of Murcia (UCAM), Campus de los Jerónimos, Nº 135, 30107 Murcia, Spain; (A.M.-S.); (P.E.A.); (F.J.M.-N.)
| | - Francisco Javier Martínez-Noguera
- Research Center for High Performance Sport, Catholic University of Murcia (UCAM), Campus de los Jerónimos, Nº 135, 30107 Murcia, Spain; (A.M.-S.); (P.E.A.); (F.J.M.-N.)
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Hillen B, Andrés López D, Marzano-Felisatti JM, Sanchez-Jimenez JL, Cibrián Ortiz de Anda RM, Nägele M, Salvador-Palmer MR, Pérez-Soriano P, Schömer E, Simon P, Priego-Quesada JI. Acute physiological responses to a pyramidal exercise protocol and the associations with skin temperature variation in different body areas. J Therm Biol 2023; 115:103605. [PMID: 37329763 DOI: 10.1016/j.jtherbio.2023.103605] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/10/2023] [Revised: 05/08/2023] [Accepted: 05/27/2023] [Indexed: 06/19/2023]
Abstract
This study aimed to examine the skin temperature (Tsk) variations in five regions of interest (ROI) to assess whether possible disparities between the ROI's Tsk could be associated with specific acute physiological responses during cycling. Seventeen participants performed a pyramidal load protocol on a cycling ergometer. We synchronously measured Tsk in five ROI with three infrared cameras. We assessed internal load, sweat rate, and core temperature. Reported perceived exertion and calves' Tsk showed the highest correlation (r = -0.588; p < 0.01). Mixed regression models revealed that the heart rate and reported perceived exertion were inversely related to calves' Tsk. The exercise duration was directly associated with the nose tip and calf Tsk but inversely related to the forehead and forearm Tsk. The sweat rate was directly related to forehead and forearm Tsk. The association of Tsk with thermoregulatory or exercise load parameters depends on the ROI. The parallel observation of the face and calf Tsk could indicate simultaneously the observation of acute thermoregulatory needs and individual internal load. The separate Tsk analyses of individual ROI appear more suitable to examine specific physiological response than a mean Tsk of several ROI during cycling.
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Affiliation(s)
- Barlo Hillen
- Department of Sports Medicine, Disease Prevention and Rehabilitation, Institute of Sports Science, Johannes Gutenberg University of Mainz, Germany.
| | - Daniel Andrés López
- Research Group of Computational Geometry, Institute of Computer Science, Johannes Gutenberg University of Mainz, Germany
| | - Joaquín Martín Marzano-Felisatti
- Department of Physical Education and Sports, Faculty of Physical Activity and Sports Sciences, GIBD (Research Group in Sports Biomechanics), University of Valencia, Spain
| | - José Luis Sanchez-Jimenez
- Department of Physical Education and Sports, Faculty of Physical Activity and Sports Sciences, GIBD (Research Group in Sports Biomechanics), University of Valencia, Spain
| | - Rosa Maria Cibrián Ortiz de Anda
- Department of Physiology. Faculty of Medicine and Odontology, GIFIME (Biophysics and Medical Physics Group), University of Valencia, Spain
| | | | - Maria Rosario Salvador-Palmer
- Department of Physiology. Faculty of Medicine and Odontology, GIFIME (Biophysics and Medical Physics Group), University of Valencia, Spain
| | - Pedro Pérez-Soriano
- Department of Physical Education and Sports, Faculty of Physical Activity and Sports Sciences, GIBD (Research Group in Sports Biomechanics), University of Valencia, Spain
| | - Elmar Schömer
- Research Group of Computational Geometry, Institute of Computer Science, Johannes Gutenberg University of Mainz, Germany
| | - Perikles Simon
- Department of Sports Medicine, Disease Prevention and Rehabilitation, Institute of Sports Science, Johannes Gutenberg University of Mainz, Germany
| | - Jose Ignacio Priego-Quesada
- Department of Physical Education and Sports, Faculty of Physical Activity and Sports Sciences, GIBD (Research Group in Sports Biomechanics), University of Valencia, Spain; Department of Physiology. Faculty of Medicine and Odontology, GIFIME (Biophysics and Medical Physics Group), University of Valencia, Spain.
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Tian X, Xu R, Liu W. Facial skin temperature and overall thermal sensation of sub-tropically acclimated Chinese subjects in summer. J Therm Biol 2023; 112:103422. [PMID: 36796884 DOI: 10.1016/j.jtherbio.2022.103422] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/10/2022] [Revised: 12/01/2022] [Accepted: 12/02/2022] [Indexed: 01/22/2023]
Abstract
This study explored the facial skin temperature and thermal sensation of sub-tropically acclimated subjects in summer. We conducted a summer experiment that simulated the common indoor temperatures in Changsha, China. Twenty healthy subjects experienced five exposure conditions: 24, 26, 28, 30 and 32 °C with a relative humidity of 60%. During exposure (140min), the sitting participants documented their thermal sensation, comfort and acceptability of the environment. Their facial skin temperatures were continuously and automatically recorded by using iButtons. These facial parts include the forehead, nose, left and right ears, left and right cheeks and chin. The results found that the maximum facial skin temperature difference increased with air temperature reduction. The forehead skin temperature was the highest. Nose skin temperature is lowest when air temperature is not higher than 26 °C during summer. Correlation analysis confirmed that the nose is the potential facial part that is most suitable to evaluate thermal sensation. Based on the published winter experiment, we further explored their seasonal effects. The seasonal analysis showed that, compared with winter, thermal sensation is more sensitive to indoor temperature changes and facial skin temperatures were less susceptible to thermal sensation changes in summer. Facial skin temperatures were higher in summer under the same thermal conditions. It suggests that seasonal effects should be considered when facial skin temperature can be used as an important parameter for indoor environment control in the future through monitoring thermal sensation.
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Affiliation(s)
- Xiaoyu Tian
- School of Energy Science and Engineering, Central South University, Changsha, 410083, China
| | - Runpu Xu
- School of Energy Science and Engineering, Central South University, Changsha, 410083, China
| | - Weiwei Liu
- School of Architecture and Art, Central South University, Changsha, 410083, China.
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da Silva W, Machado ÁS, Kunzler MR, Jimenez-Perez I, Gil-Calvo M, Priego-Quesada JI, Carpes FP. Reproducibility of skin temperature analyses by novice and experienced evaluators using infrared thermography. J Therm Biol 2022; 110:103345. [DOI: 10.1016/j.jtherbio.2022.103345] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/20/2022] [Revised: 08/31/2022] [Accepted: 09/20/2022] [Indexed: 10/14/2022]
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Ren J, Guan F, Wang T, Qian B, Luo C, Cai G, Kan C, Li X. High Precision Calibration Algorithm for Binocular Stereo Vision Camera using Deep Reinforcement Learning. COMPUTATIONAL INTELLIGENCE AND NEUROSCIENCE 2022; 2022:6596868. [PMID: 35401726 PMCID: PMC8989564 DOI: 10.1155/2022/6596868] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 11/16/2021] [Revised: 02/25/2022] [Accepted: 03/18/2022] [Indexed: 11/30/2022]
Abstract
Camera calibration is the most important aspect of computer vision research. To address the issue of insufficient precision, therefore, a high precision calibration algorithm for binocular stereo vision camera using deep reinforcement learning is proposed. Firstly, a binocular stereo camera model is established. Camera calibration is mainly divided into internal and external parameter calibration. Secondly, the internal parameter calibration is completed by solving the antihidden point of the camera light center and the camera distortion value of the camera plane. The deep learning fitting value function is used based on the internal parameters. The target network is established to adjust the parameters of the value function, and the convergence of the value function is calculated to optimize reinforcement learning. The deep reinforcement learning fitting structure is built, the camera data is entered, and the external parameter calibration is finished by continuous updating and convergence. Finally, the high precision calibration of the binocular stereo vision camera is completed. The results show that the calibration error of the proposed algorithm under different sizes of checkerboard calibration board test is only 0.36% and 0.35%, respectively, the calibration accuracy is high, the value function converges quickly, and the parameter calculation accuracy is high, the overall time consumption of the proposed algorithm is short, and the calibration results have strong stability.
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Affiliation(s)
- Jie Ren
- College of Physical Education and Training, Harbin Sport University, Harbin 150008, China
| | - Fuyu Guan
- College of Physical Education and Training, Harbin Sport University, Harbin 150008, China
| | - Tingting Wang
- Party and Government Office, Harbin Sport University, Harbin 150008, China
| | - Baoshan Qian
- Winter Olympic College, Harbin Sport University, Harbin 150008, China
| | - Chunlin Luo
- College of Physical Education and Training, Harbin Sport University, Harbin 150008, China
| | - Guoliang Cai
- College of Sports Human Science, Harbin Sport University, Harbin 150008, China
| | - Ce Kan
- College of Physical Education and Training, Harbin Sport University, Harbin 150008, China
| | - Xiaofeng Li
- Department of Information Engineering, Heilongjiang International University, Harbin 150025, China
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Editorial: Advances in thermal imaging. J Therm Biol 2021; 102:103109. [PMID: 34863474 DOI: 10.1016/j.jtherbio.2021.103109] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/23/2022]
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Rojas-Valverde D, Tomás-Carús P, Timón R, Batalha N, Sánchez-Ureña B, Gutiérrez-Vargas R, Olcina G. Short-Term Skin Temperature Responses to Endurance Exercise: A Systematic Review of Methods and Future Challenges in the Use of Infrared Thermography. Life (Basel) 2021; 11:1286. [PMID: 34947817 PMCID: PMC8704093 DOI: 10.3390/life11121286] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/14/2021] [Revised: 11/17/2021] [Accepted: 11/22/2021] [Indexed: 01/29/2023] Open
Abstract
BACKGROUND Body temperature is often assessed in the core and the skin. Infrared thermography has been used to measure skin temperature (Tsk) in sport research and clinical practice. This study aimed to explore the information reported to date on the use of infrared thermography to detect short-term Tsk responses to endurance exercise and to identify the methodological considerations and knowledge gaps, and propose future directions. METHOD A web search (PubMed, Science Direct, Google Scholar, and Web of Science) was conducted following systematic review guidelines, and 45 out of 2921 studies met the inclusion criteria (endurance sports, since 2000, English, full text available). RESULTS A total of 45 publications were extracted, in which most of the sample were runners (n = 457, 57.9%). Several differences between IRT imaging protocols and ROI selection could lead to potential heterogeneity of interpretations. These particularities in the methodology of the studies extracted are widely discussed in this systematic review. CONCLUSIONS More analyses should be made considering different sports, exercise stimuli and intensities, especially using follow-up designs. Study-derived data could clarify the underlying thermo physiological processes and assess whether Tsk could be used a reliable proxy to describe live thermal regulation in endurance athletes and reduce their risk of exertional heat illness/stroke. Also more in-depth analyses may elucidate the Tsk interactions with other tissues during exercise-related responses, such as inflammation, damage, or pain.
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Affiliation(s)
- Daniel Rojas-Valverde
- Centro de Investigación y Diagnóstico en Salud y Deporte (CIDISAD), Escuela Ciencias del Movimiento Humano y Calidad de Vida (CIEMHCAVI), Universidad Nacional de Costa Rica, Heredia 86-3000, Costa Rica
- Clínica de Lesiones Deportivas (Rehab & Readapt), Escuela Ciencias del Movimiento Humano y Calidad de Vida (CIEMHCAVI), Universidad Nacional de Costa Rica, Heredia 86-3000, Costa Rica
| | - Pablo Tomás-Carús
- Comprehensive Health Research Center (CHRC), Departamento de Desporto e Saúde, Escola de Ciências e Tecnologia-Universidade de Évora, 7000-727 Évora, Portugal
| | - Rafael Timón
- Grupo en Avances en el Entrenamiento Deportivo y Acondicionamiento Físico (GAEDAF), Facultad Ciencias del Deporte, Universidad de Extremadura, 10005 Cáceres, Spain
| | - Nuno Batalha
- Comprehensive Health Research Center (CHRC), Departamento de Desporto e Saúde, Escola de Ciências e Tecnologia-Universidade de Évora, 7000-727 Évora, Portugal
| | - Braulio Sánchez-Ureña
- Programa de Ciencias del Ejercicio y la Salud (PROCESA), Escuela Ciencias del Movimiento Humano y Calidad de Vida (CIEMHCAVI), Universidad Nacional de Costa Rica, Heredia 86-3000, Costa Rica
| | - Randall Gutiérrez-Vargas
- Centro de Investigación y Diagnóstico en Salud y Deporte (CIDISAD), Escuela Ciencias del Movimiento Humano y Calidad de Vida (CIEMHCAVI), Universidad Nacional de Costa Rica, Heredia 86-3000, Costa Rica
| | - Guillermo Olcina
- Grupo en Avances en el Entrenamiento Deportivo y Acondicionamiento Físico (GAEDAF), Facultad Ciencias del Deporte, Universidad de Extremadura, 10005 Cáceres, Spain
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Aylwin PE, Racinais S, Bermon S, Lloyd A, Hodder S, Havenith G. The use of infrared thermography for the dynamic measurement of skin temperature of moving athletes during competition; methodological issues. Physiol Meas 2021; 42. [PMID: 34320480 DOI: 10.1088/1361-6579/ac1872] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/14/2021] [Accepted: 07/28/2021] [Indexed: 01/28/2023]
Abstract
Objective. To investigate the use of infrared thermography (IRT) for skin temperature measurement of moving athletes during competition and its sensitivity to factors that are traditionally standardised.Approach. Thermograms were collected for 18 female athletes during the 20 km racewalk at the 2019 World Athletics Championships, with a medium-wave, cooled indium antimonide medium wave infrared band (MWIR) and a long-wave, uncooled microbolometer longwave infrared band (LWIR) infrared camera.Main results. The MWIR provided greater clarity images of motion due to a shorter exposure and response time and produced a higher percentage of acceptable images. Analysing acceptable images only, the LWIR and WMIR produced good levels of agreement, with a bias of -0.1 ± 0.6 °C in mean skin temperature for the LWIR. As the surface area of an ROI was reduced, the measured temperature became less representative of the whole ROI. Compared to measuring the whole area ROI, a single central pixel produced a bias of 0.3 ± 0.3 °C (MWIR) and 0.1 ± 0.4 °C (LWIR) whilst using the maximum and minimum temperature pixels resulted in deviations of 1.3 ± 0.4 °C and -1.1 ± 0.3 °C (MWIR) and 1.2 ± 0.3 °C and -1.3 ± 0.4 °C (LWIR). The sensitivity to air and reflected temperatures was lower for the LWIR camera, due to the higher emissivity of skin in its wavelength.Significance. IRT provides an appropriate tool for the measurement of skin temperature during real-world competition and critically during athlete motion. The cheaper LWIR camera provides a feasible alternative to the MWIR in low rate of motion scenarios, with comparable precision and sensitivity to analysis. However, the LWIR is limited when higher speeds prevent the accurate measurement and ability to capture motion.
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Affiliation(s)
- Polly E Aylwin
- Environmental Ergonomics Research Centre, Loughborough University, United Kingdom
| | | | - Stéphane Bermon
- World Athletics, Health and Science Department, Principality of Monaco, Europe.,LAMHESS, Université Côte d'Azur, France
| | - Alex Lloyd
- Environmental Ergonomics Research Centre, Loughborough University, United Kingdom
| | - Simon Hodder
- Environmental Ergonomics Research Centre, Loughborough University, United Kingdom
| | - George Havenith
- Environmental Ergonomics Research Centre, Loughborough University, United Kingdom
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