AI Medical Compendium Journal:
Critical reviews in biomedical engineering

Showing 11 to 18 of 18 articles

Evolution of Deep Learning Algorithms for MRI-Based Brain Tumor Image Segmentation.

Critical reviews in biomedical engineering Jan 1, 2021
Brain tumor textures are among the most challenging features for neuroradiologists to extract from magnetic resonance images (MRIs). Exceptionally high-grade tumors such as gliomas require quick and precise diagnosis and medical intervention due to t...
Humans Deep Learning Algorithms Image Processing, Computer-Assisted Brain Neoplasms Glioma Magnetic Resonance Imaging
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Human Locomotion Classification for Different Terrains Using Machine Learning Techniques.

Critical reviews in biomedical engineering Jan 1, 2020
Gait analysis on healthy subjects was performed based on surface electromyographic and acceleration sensor signal, implemented through machine learning approaches. The surface EMG and 3-axes acceleration signals have been acquired for 5 different ter...
Humans Neural Networks, Computer Machine Learning Algorithms Support Vector Machine Electromyography Locomotion
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Electroencephalogram-Based Emotion Recognition Using a Particle Swarm Optimization-Derived Support Vector Machine Classifier.

Critical reviews in biomedical engineering Jan 1, 2020
We sort human emotions using Russell's circumplex model of emotion by classifying electroencephalogram (EEG) signals from 25 subjects into four discrete states, namely, happy, sad, angry, and relaxed. After acquiring signals, we use a standard databa...
Electrodes Pattern Recognition, Automated Wavelet Analysis Recognition, Psychology Emotions Reproducibility of Results Humans Electroencephalography Young Adult Algorithms Signal Processing, Computer-Assisted Adult Female Adolescent Support Vector Machine Male Deep Learning
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A Review of Magnetically Actuated Milli/Micro-Scale Robots Locomotion and Features.

Critical reviews in biomedical engineering Jan 1, 2019
In the past decades, wireless milli and micro devices have been incorporated into medical procedures as a way to reduce invasiveness. However, the commercially available methods still consist of passive locomotion devices, which is a limiting factor ...
Equipment Design Models, Biological Motion Robotics Microtechnology Magnetics Biomedical Engineering
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Machine-Learning Prediction of Drug-Induced Cardiac Arrhythmia: Analysis of Gene Expression and Clustering.

Critical reviews in biomedical engineering Jan 1, 2018
A marked delay in the electrical repolarization of heart ventricles is characterized by prolongation of the Q-T wave (QT) interval on a surface electrocardiogram. Such a delay can lead to potentially life-threatening cardiac arrhythmia (torsades de p...
MAP Kinase Signaling System Gene Expression Regulation Clinical Trials as Topic False Positive Reactions Torsades de Pointes Drug Evaluation, Preclinical Heart Ventricles Arrhythmias, Cardiac Cluster Analysis Signal Processing, Computer-Assisted Heart Reproducibility of Results Mice Sensitivity and Specificity Rats Animals Electrocardiography Humans Support Vector Machine Male Machine Learning Drug Design Female Gene Expression Profiling
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Classification of Infectious and Noninfectious Diseases Using Artificial Neural Networks from 24-Hour Continuous Tympanic Temperature Data of Patients with Undifferentiated Fever.

Critical reviews in biomedical engineering Jan 1, 2018
Fever is one of the major clinical symptoms of undifferentiated fever cases. Early diagnosis of undifferentiated fever is a challenging task for the physician. The aim of this study was to classify infectious and noninfectious diseases from 24-hour c...
Humans Ear, Middle Monitoring, Physiologic Diagnosis, Differential Neural Networks, Computer Health Records, Personal Female Fever Adult Body Temperature Male Noncommunicable Diseases Middle Aged Circadian Rhythm Machine Learning Algorithms Communicable Diseases
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Automation of Detection of Cervical Cancer Using Convolutional Neural Networks.

Critical reviews in biomedical engineering Jan 1, 2018
Classification of digital cervical images acquired during visual inspection with acetic acid (VIA) is an important step in automated image-based cervical cancer detection. Many algorithms have been developed for classification of cervical images base...
Feasibility Studies Automation Reproducibility of Results Sensitivity and Specificity Uterine Cervical Neoplasms Early Detection of Cancer Predictive Value of Tests Image Processing, Computer-Assisted Cervix Uteri Machine Learning Algorithms Female Humans Neural Networks, Computer
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Haptic Neurorehabilitation and Virtual Reality for Upper Limb Paralysis: A Review.

Critical reviews in biomedical engineering Jan 1, 2016
Motor and sensory loss or dysfunction affects the quality of life for thousands of individuals daily. The upper limb, and especially the hand, are important for a person's ability to complete activities of daily living. Traditional therapy methods fo...
Artificial Limbs Activities of Daily Living Movement Feedback, Sensory Paralysis Brain Injuries Upper Extremity Humans Recovery of Function Neurological Rehabilitation Computer Simulation Robotics Quality of Life
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