Use of a handheld terahertz pulsed imaging device to differentiate benign and malignant breast tissue.
Maarten Grootendorst,Anthony J. Fitzgerald,Susan G. Brouwer de Koning,Aida Santaolalla,Alessia Portieri,Mieke Van Hemelrijck,Matthew Young,Julie Owen,Massi Cariati,Michael Pepper,Vincent P. Wallace,Sarah E Pinder,Arnie Purushotham +12 more
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TL;DR: This study evaluates the diagnostic accuracy of a handheld terahertz pulsed imaging (TPI) system to discriminate benign from malignant breast tissue ex vivo with an encouraging degree of accuracy, warranting further study.
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Abstract: Since nearly 20% of breast-conserving surgeries (BCS) require re-operation, there is a clear need for developing new techniques to more accurately assess tumor resection margins intraoperatively. This study evaluates the diagnostic accuracy of a handheld terahertz pulsed imaging (TPI) system to discriminate benign from malignant breast tissue ex vivo. Forty six freshly excised breast cancer samples were scanned with a TPI handheld probe system, and histology was obtained for comparison. The image pixels on TPI were classified using (1) parameters in combination with support vector machine (SVM) and (2) Gaussian wavelet deconvolution in combination with Bayesian classification. The results were an accuracy, sensitivity, specificity of 75%, 86%, 66% for method 1, and 69%, 87%, 54% for method 2 respectively. This demonstrates the probe can discriminate invasive breast cancer from benign breast tissue with an encouraging degree of accuracy, warranting further study.
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Citations
Terahertz biophotonics as a tool for studies of dielectric and spectral properties of biological tissues and liquids
O. A. Smolyanskaya,Nikita V. Chernomyrdin,Nikita V. Chernomyrdin,Nikita V. Chernomyrdin,A. A. Konovko,Kirill I. Zaytsev,Kirill I. Zaytsev,Kirill I. Zaytsev,Ilya A. Ozheredov,Olga P. Cherkasova,Olga P. Cherkasova,Maxim Nazarov,Jean-Paul Guillet,Sergei A. Kozlov,Yu. V. Kistenev,Jean-Louis Coutaz,Patrick Mounaix,Vladimir L. Vaks,Joo-Hiuk Son,Hwayeong Cheon,Vincent P. Wallace,Yu. Feldman,Ivan Popov,Anna N. Yaroslavsky,Alexander P. Shkurinov,Alexander P. Shkurinov,Valery V. Tuchin +26 more
TL;DR: In this article, the authors describe the dielectric properties of biological solutions and liquids in the context of terahertz (THz) biophotonics and discuss the methods of sub-wavelength resolution and the problem of THz wave delivery to hard to access tissues and internal organs.
264
Potential clinical applications of terahertz radiation
TL;DR: Several state-of-the-art terahertz biomedical techniques and results are reviewed and potential techniques that may be applicable in real-world clinics in the near future are suggested.
240
The progress and perspectives of terahertz technology for diagnosis of neoplasms: a review
Kirill I. Zaytsev,Kirill I. Zaytsev,Kirill I. Zaytsev,Irina N. Dolganova,Irina N. Dolganova,Irina N. Dolganova,Nikita V. Chernomyrdin,Nikita V. Chernomyrdin,Nikita V. Chernomyrdin,Gleb M. Katyba,Gleb M. Katyba,A. A. Gavdush,A. A. Gavdush,Olga P. Cherkasova,Olga P. Cherkasova,G. A. Komandin,Marina A. Shchedrina,A. N. Khodan,Dmitry Ponomarev,Igor V. Reshetov,Valery E. Karasik,Maksim Skorobogatiy,Vladimir N. Kurlov,Vladimir N. Kurlov,Valery V. Tuchin,Valery V. Tuchin,Valery V. Tuchin +26 more
TL;DR: This review considers the modern research results in THz diagnosis of malignant and benign neoplasms, along with the topical research and engineering problems, which restrain the THz technology translation to clinics, and discusses existing modalities of THz spectroscopic and imaging systems.
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Terahertz radiation detectors: the state-of-the-art
TL;DR: In this paper, the authors discuss the development and exploitation of THz radiation detectors in human activity applications and discuss the operation conditions of the THz detectors and their upper limit performance.
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Biomedical applications of terahertz technology
TL;DR: The basics of chemometric methods which are mainly applied in data preprocessing and multivariate analysis are introduced and some emerging techniques like THz microfluidic chips and scattering-type scanning near-field THz spectroscopy are investigated and it is indicated that these techniques have the potential to tackle some shortcomings of THz technology.
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Terahertz pulsed spectroscopy of freshly excised human breast cancer
Philip C. Ashworth,Emma Pickwell-MacPherson,Elena Provenzano,Sarah E Pinder,Anand D. Purushotham,Michael Pepper,Vincent P. Wallace +6 more
TL;DR: The results indicate that both TPS and TPI can be used to distinguish between healthy adipose breast tissue, healthy fibrous breast tissue and breast cancer due to the differences in the fundamental optical properties.
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