AIMC Topic: Hyperthermia

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Complex-valued neural networks to speed-up MR thermometry during hyperthermia using Fourier PD and PDUNet.

Scientific reports Apr 6, 2025
Hyperthermia (HT) in combination with radio- and/or chemotherapy has become an accepted cancer treatment for distinct solid tumour entities. In HT, tumour tissue is exogenously heated to temperatures between 39 and 43 °C for 60 min. Temperature monit...
Humans Neural Networks, Computer Neoplasms Deep Learning Image Processing, Computer-Assisted Magnetic Resonance Imaging Artifacts Hyperthermia, Induced Fourier Analysis Thermometry Hyperthermia
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A deep learning-based real-time hypothermia and hyperthermia monitoring system with a simple body sensor.

Proceedings of the Institution of Mechanical Engineers. Part H, Journal of engineering in medicine Aug 6, 2024
A real-time hypothermia and hyperthermia monitoring system with a simple body sensor based on a Convolutional Neural Network (CNN) is presented. The sensor is produced with 3D-printed thermochromic material. Due to the color change feature of thermoc...
Humans Temperature Deep Learning Time Factors Monitoring, Physiologic Printing, Three-Dimensional Polyesters Hypothermia Hyperthermia
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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...
Humans Female Breast Neoplasms Deep Learning Microwaves Hyperthermia, Induced Hyperthermia
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