AI Medical Compendium Journal:
Physical and engineering sciences in medicine

Showing 41 to 50 of 88 articles

An end-end arrhythmia diagnosis model based on deep learning neural network with multi-scale feature extraction.

Physical and engineering sciences in medicine Jul 1, 2023
This study presents an innovative end-to-end deep learning arrhythmia diagnosis model that aims to address the problems in arrhythmia diagnosis. The model performs pre-processing of the heartbeat signal by automatically and efficiently extracting tim...
Humans Arrhythmias, Cardiac Heart Rate Neural Networks, Computer Deep Learning
View on PubMed DOI

Noise reduction performance of a deep learning-based reconstruction in brain computed tomography images acquired with organ-based tube current modulation.

Physical and engineering sciences in medicine Jun 2, 2023
We aimed to evaluate the image quality of brain computed tomography (CT) images reconstructed using deep learning-based reconstruction (DLR) in organ-based tube current modulation (OB-TCM) acquisition. An anthropomorphic head phantom and a cylindrica...
Phantoms, Imaging Deep Learning Radiation Dosage Algorithms Tomography, X-Ray Computed
View on PubMed DOI

Automatic detection of Parkinson's disease from power spectral density of electroencephalography (EEG) signals using deep learning model.

Physical and engineering sciences in medicine May 28, 2023
Parkinson's disease (PD) is characterized by slowed movements, speech disorders, an inability to control muscle movements, and tremors in the hands and feet. In the early stages of PD, the changes in these motor signs are very vague, so an objective ...
Parkinson Disease Electroencephalography Humans Machine Learning Algorithms Deep Learning
View on PubMed DOI

Prediction of breast dose in chest CT examinations using adaptive neuro-fuzzy inference system (ANFIS).

Physical and engineering sciences in medicine May 28, 2023
In chest computed tomography (CT), the breasts located within the scan range receive a substantial radiation dose. Due to the risk of breast-related carcinogenesis, analyzing the breast dose for justification of CT examinations seems necessary. The m...
Humans Tomography, X-Ray Computed Fuzzy Logic Linear Models Female Adult
View on PubMed DOI

Identification of attention deficit hyperactivity disorder with deep learning model.

Physical and engineering sciences in medicine May 16, 2023
This article explores the detection of Attention Deficit Hyperactivity Disorder, a neurobehavioral disorder, from electroencephalography signals. Due to the unstable behavior of electroencephalography signals caused by complex neuronal activity in th...
Electroencephalography Deep Learning Attention Deficit Disorder with Hyperactivity Humans Support Vector Machine Brain
View on PubMed DOI

Automatic classification of distal radius fracture using a two-stage ensemble deep learning framework.

Physical and engineering sciences in medicine Apr 27, 2023
Distal radius fractures (DRFs) are one of the most common types of wrist fracture and can be subdivided into intra- and extra-articular fractures. Compared with extra-articular DRFs which spare the joint surface, intra-articular DRFs extend to the ar...
Intra-Articular Fractures Wrist Fractures Radiography Radius Fractures Humans Deep Learning
View on PubMed DOI

Adrenal lesion classification with abdomen caps and the effect of ROI size.

Physical and engineering sciences in medicine Apr 25, 2023
Accurate classification of adrenal lesions on magnetic resonance (MR) images are very important for diagnosis and treatment planning. The detection and classification of lesions in medical imaging heavily rely on several key factors, including the sp...
Magnetic Resonance Imaging Radiology Humans Artificial Intelligence Deep Learning Abdomen
View on PubMed DOI

A deep learning nomogram of continuous glucose monitoring data for the risk prediction of diabetic retinopathy in type 2 diabetes.

Physical and engineering sciences in medicine Apr 11, 2023
Continuous glucose monitoring (CGM) data analysis will provide a new perspective to analyze factors related to diabetic retinopathy (DR). However, the problem of visualizing CGM data and automatically predicting the incidence of DR from CGM is still ...
Nomograms Blood Glucose Self-Monitoring Diabetes Mellitus, Type 2 Humans Diabetic Retinopathy Deep Learning Blood Glucose
View on PubMed DOI

Predicting survival after radiosurgery in patients with lung cancer brain metastases using deep learning of radiomics and EGFR status.

Physical and engineering sciences in medicine Mar 1, 2023
The early prediction of overall survival (OS) in patients with lung cancer brain metastases (BMs) after Gamma Knife radiosurgery (GKRS) can facilitate patient management and outcome improvement. However, the disease progression is influenced by multi...
Brain Neoplasms Humans Deep Learning ErbB Receptors Lung Neoplasms Retrospective Studies Radiosurgery
View on PubMed DOI

Synthetic cranial MRI from 3D optical surface scans using deep learning for radiation therapy treatment planning.

Physical and engineering sciences in medicine Feb 8, 2023
BACKGROUND: Optical scanning technologies are increasingly being utilised to supplement treatment workflows in radiation oncology, such as surface-guided radiotherapy or 3D printing custom bolus. One limitation of optical scanning devices is the abse...
Deep Learning Tomography, X-Ray Computed Radiotherapy Planning, Computer-Assisted Humans Magnetic Resonance Imaging Brachytherapy Adult
View on PubMed DOI
Popular Topics
Popular Journals