AIMC Topic: Microwaves

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Pre-operative lung ablation prediction using deep learning.

European radiology May 22, 2024
OBJECTIVE: Microwave lung ablation (MWA) is a minimally invasive and inexpensive alternative cancer treatment for patients who are not candidates for surgery/radiotherapy. However, a major challenge for MWA is its relatively high tumor recurrence rat...
Humans Microwaves Ablation Techniques Male Middle Aged Deep Learning Lung Neoplasms Female Lung Aged Retrospective Studies Tomography, X-Ray Computed
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Multimodality quantitative ultrasound envelope statistics imaging based support vector machines for characterizing tissue scatterer distribution patterns: Methods and application in detecting microwave-induced thermal lesions.

Ultrasonics sonochemistry May 17, 2024
Ultrasound envelope statistics imaging, including ultrasound Nakagami imaging, homodyned-K imaging, and information entropy imaging, is an important group of quantitative ultrasound techniques for characterizing tissue scatterer distribution patterns...
Animals Swine Ultrasonography Liver Microwaves Phantoms, Imaging Image Processing, Computer-Assisted Support Vector Machine
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Perioperative and Survival Outcomes of Patients Treated With Robot-Assisted Partial Nephrectomy and Percutaneous Microwave Ablation for Small Renal Masses: A Single Center Experience.

Clinical genitourinary cancer Nov 7, 2023
BACKGROUND: Robot assisted partial nephrectomy (RAPN) and microwave ablation (MWA) are 2 of the most advanced techniques for the management of localized small renal masses.
Treatment Outcome Robotics Humans Retrospective Studies Kidney Neoplasms Nephrectomy Robotic Surgical Procedures Microwaves
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Deep-Learning-Enabled Microwave-Induced Thermoacoustic Tomography Based on ResAttU-Net for Transcranial Brain Hemorrhage Detection.

IEEE transactions on bio-medical engineering Jul 18, 2023
OBJECTIVE: Hemorrhagic stroke is a leading threat to human's health. The fast-developing microwave-induced thermoacoustic tomography (MITAT) technique holds potential to do brain imaging. However, transcranial brain imaging based on MITAT is still ch...
Deep Learning Cattle Microwaves Intracranial Hemorrhages Image Processing, Computer-Assisted Animals Swine Humans Tomography, X-Ray Computed
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Brain Tumor Segmentation and Classification from Sensor-Based Portable Microwave Brain Imaging System Using Lightweight Deep Learning Models.

Biosensors Feb 21, 2023
Automated brain tumor segmentation from reconstructed microwave (RMW) brain images and image classification is essential for the investigation and monitoring of the progression of brain disease. The manual detection, classification, and segmentation ...
Humans Brain Neoplasms Deep Learning Brain Microwaves Image Processing, Computer-Assisted Neuroimaging
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A Lightweight Deep Learning Based Microwave Brain Image Network Model for Brain Tumor Classification Using Reconstructed Microwave Brain (RMB) Images.

Biosensors Feb 7, 2023
Computerized brain tumor classification from the reconstructed microwave brain (RMB) images is important for the examination and observation of the development of brain disease. In this paper, an eight-layered lightweight classifier model called micr...
Neural Networks, Computer Humans Brain Deep Learning Brain Neoplasms Microwaves
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An Effective Framework for Deep-Learning-Enhanced Quantitative Microwave Imaging and Its Potential for Medical Applications.

Sensors (Basel, Switzerland) Jan 6, 2023
Microwave imaging is emerging as an alternative modality to conventional medical diagnostics technologies. However, its adoption is hindered by the intrinsic difficulties faced in the solution of the underlying inverse scattering problem, namely non-...
Microwave Imaging Diagnostic Imaging Neural Networks, Computer Microwaves Deep Learning Image Processing, Computer-Assisted
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Factors affecting energy efficiency of microwave drying of foods: an updated understanding.

Critical reviews in food science and nutrition Sep 22, 2022
Microwave drying (MWD) is an efficient dielectric drying method in food, with advantages such as volumetric heating, fast drying, safety, and good product quality. As a key indicator of a dryer's market value, energy efficiency is of concern to selle...
Artificial Intelligence Conservation of Energy Resources Fruit Desiccation Microwaves
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Antenna Excitation Optimization with Deep Learning for Microwave Breast Cancer Hyperthermia.

Sensors (Basel, Switzerland) Aug 23, 2022
Microwave hyperthermia (MH) requires the effective calibration of antenna excitations for the selective focusing of the microwave energy on the target region, with a nominal effect on the surrounding tissue. To this end, many different antenna calibr...
Hyperthermia Breast Neoplasms Microwaves Humans Hyperthermia, Induced Female Deep Learning
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Multi-Degree-of-Freedom Robots Powered and Controlled by Microwaves.

Advanced science (Weinheim, Baden-Wurttemberg, Germany) Aug 19, 2022
Microwaves have become a promising wireless driving strategy due to the advantages of transmissivity through obstacles, fast energy targeting, and selective heating. Although there are some studies on microwave powered artificial muscles based on dif...
Muscles Microwaves Magnetic Fields Robotics Heating
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