Highly sensitive time-resolved thermography and multivariate image analysis of the cerebral cortex for intrasurgical diagnostics

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Beitragende

Abstract

Time-resolved thermography is a novel method to assess thermal variations and heterogeneities in tissue and blood. The recent generation of thermal cameras provides a sensitivity of less than mK. This high sensitivity in conjunction with non-invasive, label-free and radiation-free monitoring makes thermography a promising tool for intrasurgical diagnostics. In brain surgery, time-resolved thermography can be employed to distinguish between normal and anomalous tissue. In this study, we investigated and discussed the potential of time-resolved thermography in neurosurgery for the intraoperative detection and demarcation of tumor borders. Algorithms for segmentation, reduction of movement artifacts and image fusion were developed. The preprocessed image stacks were subjected to discrete wavelet transform to examine individual frequency components. K-means clustering was used for image evaluation to reveal similarities within the image sequence. The image evaluation shows significant differences for both types of tissue. Tumor and normal tissues have different time characteristics in heat production and transfer. Furthermore, tumor could be highlighted. These results demonstrate that time-resolved thermography is able to support the detection of tumors in a contactless manner without any side effects for the tissue. The intraoperative usage of time-resolved thermography improves the accuracy of tumor resections to prevent irreversible brain damage during surgery.

Details

OriginalspracheEnglisch
TitelPhotonic Therapeutics and Diagnostics IX
PublikationsstatusVeröffentlicht - 2013
Peer-Review-StatusJa

Publikationsreihe

ReiheProgress in Biomedical Optics and Imaging - Proceedings of SPIE
Band8565
ISSN1605-7422

Konferenz

TitelPhotonic Therapeutics and Diagnostics IX
Veranstaltungsnummer9
Dauer2 - 7 Februar 2013
StadtSan Francisco
LandUSA/Vereinigte Staaten

Externe IDs

ORCID /0000-0002-7267-7016/work/147674638
ORCID /0000-0003-0554-2178/work/147674659
ORCID /0000-0002-7625-343X/work/150881427

Schlagworte

Schlagwörter

  • Cerebral cortex imaging, Discrete wavelet transform, Multivariate data analysis, Time-resolved thermography, Tumor detection