AIMC Topic: Dielectric Spectroscopy
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Small intestinal viability assessment using dielectric relaxation spectroscopy and deep learning.
Scientific reports
Feb 28, 2022
Intestinal ischemia is a serious condition where the surgeon often has to make important but difficult decisions regarding resections and resection margins. Previous studies have shown that 3 h (hours) of warm full ischemia of the small bowel followe...
A machine learning-based on-demand sweat glucose reporting platform.
Scientific reports
Feb 14, 2022
Diabetes is a chronic endocrine disease that occurs due to an imbalance in glucose levels and altering carbohydrate metabolism. It is a leading cause of morbidity, resulting in a reduced quality of life even in developed societies, primarily affected...
A Frequency Domain Analysis of the Excitability and Bifurcations of the FitzHugh-Nagumo Neuron Model.
The journal of physical chemistry letters
Nov 5, 2021
The dynamics of neurons consist of oscillating patterns of a membrane potential that underpin the operation of biological intelligence. The FitzHugh-Nagumo (FHN) model for neuron excitability generates rich dynamical regimes with a simpler mathematic...
3D printed biomimetic cochleae and machine learning co-modelling provides clinical informatics for cochlear implant patients.
Nature communications
Oct 29, 2021
Cochlear implants restore hearing in patients with severe to profound deafness by delivering electrical stimuli inside the cochlea. Understanding stimulus current spread, and how it correlates to patient-dependent factors, is hampered by the poor acc...
Impedance Spectroscopy Dynamics of Biological Neural Elements: From Memristors to Neurons and Synapses.
The journal of physical chemistry. B
Aug 26, 2021
Understanding the operation of neurons and synapses is essential to reproducing biological computation. Building artificial neuromorphic networks opens the door to a new generation of faster and low-energy-consuming electronic circuits for computatio...
Technological advances for the detection of melanoma: Advances in diagnostic techniques.
Journal of the American Academy of Dermatology
Apr 26, 2020
Managing the balance between accurately identifying early stage melanomas while avoiding obtaining biopsy specimens of benign lesions (ie, overbiopsy) is the major challenge of melanoma detection. Decision making can be especially difficult in patien...
Machine Learning Approaches for Automated Lesion Detection in Microwave Breast Imaging Clinical Data.
Scientific reports
Jul 19, 2019
Breast lesion detection employing state of the art microwave systems provide a safe, non-ionizing technique that can differentiate healthy and non-healthy tissues by exploiting their dielectric properties. In this paper, a microwave apparatus for bre...
Humans
Neural Networks, Computer
Breast Neoplasms
ROC Curve
Algorithms
Female
Statistics, Nonparametric
Dielectric Spectroscopy
Scattering, Radiation
Equipment Design
Microwave Imaging
Support Vector Machine
Ultrasonography, Mammary
Magnetic Resonance Imaging
Breast
Mammography
Clinical Trials as Topic
Electrochemical inhibition bacterial sensor array for detection of water pollutants: artificial neural network (ANN) approach.
Analytical and bioanalytical chemistry
Jun 3, 2019
This work reports on further development of an inhibition electrochemical sensor array based on immobilized bacteria for the preliminary detection of a wide range of organic and inorganic pollutants, such as heavy metal salts (HgCl, PbCl, CdCl), pest...
Equivalent circuit models for a biomembrane impedance sensor and analysis of electrochemical impedance spectra based on support vector regression.
Medical & biological engineering & computing
Apr 2, 2019
In this study, an electrochemical impedance biosensor was developed as a simple and fast method for real-time monitoring of biofilm binding properties via continuous impedance spectroscopy. To prepare the sensing membrane, cells were immobilized onto...
Carbon dots-modified chitosan based electrochemical biosensing platform for detection of vitamin D.
International journal of biological macromolecules
Dec 21, 2017
Here in, a carbon dots (CDs)-modified chitosan (CH) based biosensing platform was fabricated for vitamin D detection. Carbon dots were synthesized through microwave pyrolysis method, and characterized with transmission electron microscopy, Raman spec...
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