Cargando…

Hyperthermia Treatment Monitoring via Deep Learning Enhanced Microwave Imaging: A Numerical Assessment

SIMPLE SUMMARY: Non-invasive temperature monitoring during hyperthermia cancer treatment is of paramount importance. It allows physicians to verify the therapeutic temperature is reached in the treated area. Currently, only superficial or invasive thermometry is performed on a clinical level. Magnet...

Descripción completa

Detalles Bibliográficos
Autores principales:	Yago Ruiz, Álvaro, Cavagnaro, Marta, Crocco, Lorenzo
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	MDPI 2023
Materias:	Article
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10046415/ https://www.ncbi.nlm.nih.gov/pubmed/36980603 http://dx.doi.org/10.3390/cancers15061717

Ejemplares similares

An Effective Framework for Deep-Learning-Enhanced Quantitative Microwave Imaging and Its Potential for Medical Applications
por: Yago Ruiz, Álvaro, et al.
Publicado: (2023)

Monitoring Thermal Ablation via Microwave Tomography: An Ex Vivo Experimental Assessment
por: Scapaticci, Rosa, et al.
Publicado: (2018)

Towards a Microwave Imaging System for Continuous Monitoring of Liver Tumor Ablation: Design and In Silico Validation of an Experimental Setup
por: Wang, Mengchu, et al.
Publicado: (2021)

A Simple Differential Microwave Imaging Approach for In-Line Inspection of Food Products
por: Zeni, Noemi, et al.
Publicado: (2023)

Field and Temperature Shaping for Microwave Hyperthermia: Recent Treatment Planning Tools to Enhance SAR-Based Procedures
por: Bevacqua, Martina T., et al.
Publicado: (2023)

Experimental Validation of a Microwave System for Brain Stroke 3-D Imaging
por: Rodriguez-Duarte, David O., et al.
Publicado: (2021)

Antenna Excitation Optimization with Deep Learning for Microwave Breast Cancer Hyperthermia
por: Yildiz, Gulsah, et al.
Publicado: (2022)

Microwave Hyperthermia of Brain Tumors: A 2D Assessment Parametric Numerical Study
por: Redr, Jan, et al.
Publicado: (2022)

Experimental Investigation of Magnetic Nanoparticle-Enhanced Microwave Hyperthermia
por: McWilliams, Brogan T., et al.
Publicado: (2017)

Experimental Characterization of Spurious Signals in Magnetic Nanoparticles Enhanced Microwave Imaging of Cancer
por: Bucci, Ovidio M., et al.
Publicado: (2021)

Antenna Arrangement in UWB Helmet Brain Applicators for Deep Microwave Hyperthermia
por: Zanoli, Massimiliano, et al.
Publicado: (2023)

A Novel Approach on Microwave Hyperthermia
por: Altintas, Gulsah, et al.
Publicado: (2021)

Broadband Dielectric Spectroscopy with a Microwave Ablation Antenna
por: Vidjak, Klementina, et al.
Publicado: (2023)

Deep learning enhanced Rydberg multifrequency microwave recognition
por: Liu, Zong-Kai, et al.
Publicado: (2022)

Enhancement of Multimodal Microwave-Ultrasound Breast Imaging Using a Deep-Learning Technique
por: Khoshdel, Vahab, et al.
Publicado: (2019)

Microwave Bone Imaging: A Preliminary Investigation on Numerical Bone Phantoms for Bone Health Monitoring
por: Amin, Bilal, et al.
Publicado: (2020)

Numerical Sensitivity Analysis for Dielectric Characterization of Biological Samples by Open-Ended Probe Technique
por: Cavagnaro, Marta, et al.
Publicado: (2020)

Microwave Breast Imaging System Prototype with Integrated Numerical Characterization
por: Haynes, Mark, et al.
Publicado: (2012)

Orthotopic hepatocellular carcinoma: molecular imaging-monitored intratumoral hyperthermia-enhanced direct oncolytic virotherapy
por: Song, Jingjing, et al.
Publicado: (2019)

Prediction of Gold Nanoparticle and Microwave-Induced Hyperthermia Effects on Tumor Control via a Simulation Approach
por: Dimitriou, Nikolaos M., et al.
Publicado: (2019)

Comparison of Microwave Hyperthermia Applicator Designs with Fora Dipole and Connected Array
por: Yildiz, Gulsah, et al.
Publicado: (2023)

A Prototype Microwave System for 3D Brain Stroke Imaging
por: Tobon Vasquez, Jorge A., et al.
Publicado: (2020)

Deep learning for numerical applications with SAS
por: Bequet, Henry
Publicado: (2018)

Enhanced Energy Localization in Hyperthermia Treatment Based on Hybrid Electromagnetic and Ultrasonic System: Proof of Concept with Numerical Simulations
por: Nizam-Uddin, N., et al.
Publicado: (2017)

Microwave Breast Sensing via Deep Learning for Tumor Spatial Localization by Probability Maps
por: Borghouts, Marijn, et al.
Publicado: (2023)

Monitoring Bone Density Using Microwave Tomography of Human Legs: A Numerical Feasibility Study
por: Alkhodari, Mohanad, et al.
Publicado: (2021)

Full 3D Microwave Breast Imaging Using a Deep-Learning Technique
por: Khoshdel, Vahab, et al.
Publicado: (2020)

A Lightweight Deep Learning Based Microwave Brain Image Network Model for Brain Tumor Classification Using Reconstructed Microwave Brain (RMB) Images
por: Hossain, Amran, et al.
Publicado: (2023)

Dual Function of Gold Nanoparticles in Synergism with Mitoxantrone and Microwave Hyperthermia Against Melanoma Cells
por: Shanei, Ahmad, et al.
Publicado: (2017)

Is Limb Salvage With Microwave-induced Hyperthermia Better Than Amputation for Osteosarcoma of the Distal Tibia?
por: Han, Kang, et al.
Publicado: (2017)

An End-to-End Deep Learning Approach for Quantitative Microwave Breast Imaging in Real-Time Applications
por: Ambrosanio, Michele, et al.
Publicado: (2022)

Coating of Magnetite Nanoparticles with Fucoidan to Enhance Magnetic Hyperthermia Efficiency
por: Gonçalves, Joana, et al.
Publicado: (2021)

Enhanced Visualization of Retinal Microvasculature via Deep Learning on OCTA Image Quality
por: Xu, Yishuang, et al.
Publicado: (2021)

Interventional Optical Imaging-Monitored Synergistic Effect of Radio-Frequency Hyperthermia and Oncolytic Immunotherapy
por: Zheng, Hui, et al.
Publicado: (2022)

Numerical Simulation of Temperature Variations during the Application of Safety Protocols in Magnetic Particle Hyperthermia
por: Pefanis, Gerasimos, et al.
Publicado: (2022)

Numerical study of magnetic hyperthermia ablation of breast tumor on an anatomically realistic breast phantom
por: Rahpeima, Reza, et al.
Publicado: (2022)

Numerical methods for passive microwave and millimeter wave structures
por: Sorrentino, Roberto
Publicado: (1989)

Probing the surface-localized hyperthermia of gold nanoparticles in a microwave field using polymeric thermometers
por: Kabb, Christopher P., et al.
Publicado: (2015)

Can deep learning beat numerical weather prediction?
por: Schultz, M. G., et al.
Publicado: (2021)

Status quo and directions in deep head and neck hyperthermia
por: Paulides, Margarethus M., et al.
Publicado: (2016)

Cannot write session to /tmp/vufind_sessions/sess_q3gd3cj6e6nj45sqqk8aisjd33