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International Journal of Hyperthermia Volume 34, 2018 - Issue 7
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Research Article

Real-time estimation of lesion depth and control of radiofrequency ablation within ex vivo animal tissues using a neural network

Yearnchee Curtis WangDepartment of Electrical Engineering and Computer Science, Northwestern University, Evanston, IL, USA; ;Innoblative Designs, Chicago, IL, USA; ORCID Iconhttp://orcid.org/0000-0003-0211-9286View further author information
ORCID Icon,
Terence Chee-Hung ChanDepartment of Electrical Engineering and Computer Science, Northwestern University, Evanston, IL, USA; ;Innoblative Designs, Chicago, IL, USA; View further author information
&
Alan Varteres SahakianDepartment of Electrical Engineering and Computer Science, Northwestern University, Evanston, IL, USA; ;Department of Biomedical Engineering, Northwestern University, Evanston, IL, USACorrespondence[email protected]
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Pages 1104-1113 | Received 18 Jul 2017, Accepted 09 Dec 2017, Published online: 04 Jan 2018

Citations (9)

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Read on this site (2)

Sundeep Singh & Roderick Melnik. (2020) Thermal ablation of biological tissues in disease treatment: A review of computational models and future directions. Electromagnetic Biology and Medicine 39:2, pages 49-88.
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Emre Besler, Y. Curtis Wang, Terence C. Chan & Alan V. Sahakian. (2019) Real-time monitoring radiofrequency ablation using tree-based ensemble learning models. International Journal of Hyperthermia 36:1, pages 427-436.
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Articles from other publishers (7)

Hanife Tugba Kumru, Vitaly Gordin & Daniel Cortes. (2024) Predicting spatio-temporal radiofrequency ablation temperature using deep neural networks. Medical Engineering & Physics 124, pages 104089.
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Vera A. Khokhlova, Pavel B. Rosnitskiy, Sergey A. Tsysar, Sergey V. Buravkov, Ekaterina M. Ponomarchuk, Oleg A. Sapozhnikov, Maria M. Karzova, Tatiana D. Khokhlova, Adam D. Maxwell, Yak-Nam Wang, Alexey V. Kadrev, Andrey L. Chernyaev, Valery P. Chernikov, Dmitriy A. Okhobotov, Armais A. Kamalov & George R. Schade. (2023) Initial Assessment of Boiling Histotripsy for Mechanical Ablation of Ex Vivo Human Prostate Tissue. Ultrasound in Medicine & Biology 49:1, pages 62-71.
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Manabu Harada, Yuji Morimoto, Ohara Mutsuki, Jun Ohya, Ken Masamune, Yujiro Itazaki, Takao Sugihara, Hironori Tsujimoto, Yoji Kishi & Hideki Ueno. (2022) Temperature-controlled laser thermal therapy system using a newly developed laparoscopic system equipped with an ultra-compact thermographic camera. Scientific Reports 12:1.
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Emre Besler, Yearnchee Curtis Wang & Alan V. Sahakian. (2020) Early and Late Fusion Machine Learning on Multi-Frequency Electrical Impedance Data to Improve Radiofrequency Ablation Monitoring. IEEE Journal of Biomedical and Health Informatics 24:8, pages 2359-2367.
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Emre Besler, Yearnchee Curtis Wang & Alan V. Sahakian. (2020) Real-Time Radiofrequency Ablation Lesion Depth Estimation Using Multi-frequency Impedance With a Deep Neural Network and Tree-Based Ensembles. IEEE Transactions on Biomedical Engineering 67:7, pages 1890-1899.
Crossref
Sundeep Singh & Roderick Melnik. (2020) Domain Heterogeneity in Radiofrequency Therapies for Pain Relief: A Computational Study with Coupled Models. Bioengineering 7:2, pages 35.
Crossref
Emre Besler, Yearnchee Curtis Wang, Terence Chan & Alan Varteres Sahakian. 2019. Artificial Intelligence in Medicine. Artificial Intelligence in Medicine 205 215 .

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