journal article Nov 01, 2015

Non-invasive real-time prediction of inner knee temperatures during therapeutic cooling

View at Publisher Save 10.1016/j.cmpb.2015.07.004
Topics

No keywords indexed for this article. Browse by subject →

References
51
[1]
Ackerman "The visible human project" Proc. IEEE (1998) 10.1109/5.662875
[2]
Albertos "Virtual sensors for control applications" Annu. Rev. Control (2002) 10.1016/s1367-5788(02)80018-9
[3]
Antonic "Renal function after port access and median sternotomy mitral valve surgery" Heart Surg. Forum (2007) 10.1532/hsf98.20071084
[4]
Bernardi "Specific absorption rate and temperature elevation in a subject exposed in the far-field of radio-frequency sources operating in the 10-900-MHz range" IEEE Trans. Biomed. Eng. (2003) 10.1109/tbme.2003.808809
[5]
Bratko (1989)
[6]
Bagging predictors

Leo Breiman

Machine Learning 1996 10.1007/bf00058655
[7]
Breiman (1984)
[8]
Charny "Mathematical models of bioheat transfer" (1992) 10.1016/s0065-2717(08)70344-7
[9]
Chertov "Geovizualization of forest simulation modelling results: a case study of carbon sequestration and biodiversity" ACM Trans. Math. Softw. (2005)
[10]
Filipovic "Hemodynamic flow modeling through an abdominal aorta aneurysm using data mining tools" IEEE Trans. Inf. Technol. Biomed. (2011) 10.1109/titb.2010.2096541
[11]
Grana "Cold modalities" (1994)
[12]
Hastie (2001)
[13]
Heath (2002)
[14]
Ho "The effects of ice on blood flow and bone metabolism in knees" Am. J. Sports Med. (1994) 10.1177/036354659402200417
[15]
Karaszewski "Measurement of brain temperature with magnetic resonance spectroscopy in acute ischemic stroke" Ann. Neurol. (2006) 10.1002/ana.20957
[16]
Kononenko (2007)
[17]
Langley (1996)
[18]
Martino "Parallel computing in biomedical research" Science (1994) 10.1126/science.8052847
[19]
Martin "Cryotherapy: an effective modality for decreasing intraarticular temperature after knee arthroscopy" Am. J. Sports Med. (2001) 10.1177/03635465010290030501
[20]
Mitchell (1997)
[21]
Mladenič "Using machine learning techniques to interpret results from discrete event simulation" (1994)
[22]
Ng "Prediction of skin burn injury. Part 1: Numerical modelling" (2002)
[23]
Ng "Prediction of skin burn injury. Part 2: Parametric and sensitivity analysis" (2002)
[24]
Ng "Prediction and parametric analysis of thermal profiles within heated human skin using the boundary element method" Philos. Trans. Ser. A Math. Phys. Eng. Sci. (2010) 10.1098/rsta.2009.0224
[25]
Őzisik (2000)
[26]
Analysis of Tissue and Arterial Blood Temperatures in the Resting Human Forearm

Harry H. Pennes

Journal of Applied Physiology 1948 10.1152/jappl.1948.1.2.93
[27]
Quinlan "Learning with continuous classes" (1992)
[28]
Rashkovska (2013)
[29]
Rashkovska "Knee temperatures measured in vivo after arthroscopic ACL reconstruction followed by cryotherapy with gel-packs or computer controlled heat extraction" Knee Surg. Sports Traumato. Arthrosc. (2013)
[30]
Rashkovska "3D numerical simulation of heat transfer in biomedical applications" (2012)
[31]
Richie "Non-invasive assessment of the risk of coronary heart disease" J. Insur. Med. (2002)
[32]
Robnik-Šikonja "An adaptation of Relief for attribute estimation in regression" (1997)
[33]
Theoretical and Empirical Analysis of ReliefF and RReliefF

Marko Robnik-Šikonja, Igor Kononenko

Machine Learning 2003 10.1023/a:1025667309714
[34]
Rohrscheib "Non-invasive glucose sensors and improved informatics – the future of diabetes management" Diabetes Obes. Metab. (2003) 10.1046/j.1463-1326.2003.00275.x
[35]
Schaubel "The local use of ice after orthopedic procedures" Am. J. Surg. (1946) 10.1016/0002-9610(46)90347-9
[36]
Seni (2010)
[37]
Silverthorn (2001)
[38]
Šterk "Biomedical simulation of heat transfer in a human heart" J. Chem. Inf. Model. (2005) 10.1021/ci050206p
[39]
Sugimoto "Regional blood flow in sciatic nerve, biceps femoris muscle, and truncal skin in response to hemorrhagic hypotension" J. Trauma (1987) 10.1097/00005373-198709000-00012
[40]
Tachibana "Emerging technologies in therapeutic ultrasound: thermal ablation to gene delivery" Hum. Cell (2004) 10.1111/j.1749-0774.2004.tb00015.x
[41]
Tikuisis "Finite-element solution of thermal conductivity of muscle during cold water immersion" J. Appl. Physiol. (1991) 10.1152/jappl.1991.70.6.2673
[42]
Trobec "Parallel computer simulations of heat transfer in biological tissues" (2009)
[43]
Trobec "Simulated temperature distribution of the proximal forearm" Comput. Biol. Med. (2011) 10.1016/j.compbiomed.2011.08.006
[44]
Trobec "Computer simulation and spatial modelling in heart surgery" Comput. Biol. Med. (1998) 10.1016/s0010-4825(98)00023-7
[45]
Trobec "Computer simulation of topical knee cooling" Comput. Biol. Med. (2008) 10.1016/j.compbiomed.2008.08.004
[46]
Trunk "Topical cardiac cooling – computer simulation of myocardial temperature changes" Comput. Biol. Med. (2003) 10.1016/s0010-4825(02)00087-2
[47]
Waegener R&D, Belgium, http://www.waegener.com.
[48]
Wissler "Pennes’ 1948 paper revisited" J. Appl. Physiol. (1998) 10.1152/jappl.1998.85.1.35
[49]
Witten (2005)
[50]
Xu "Mathematical modeling of skin bioheat transfer" Appl. Mech. Rev. (2009)

Showing 50 of 51 references

Metrics
8
Citations
51
References
Details
Published
Nov 01, 2015
Vol/Issue
122(2)
Pages
136-148
License
View
Funding
European Commission Award: ICT-2013-612944
Slovenian Research Agency Award: P2-0095
Cite This Article
Aleksandra Rashkovska, Dragi Kocev, Roman Trobec (2015). Non-invasive real-time prediction of inner knee temperatures during therapeutic cooling. Computer Methods and Programs in Biomedicine, 122(2), 136-148. https://doi.org/10.1016/j.cmpb.2015.07.004