AIMC Journal:
IEEE transactions on bio-medical engineering

Showing 231 to 240 of 342 articles

A Novel Extension to Fuzzy Connectivity for Body Composition Analysis: Applications in Thigh, Brain, and Whole Body Tissue Segmentation.

IEEE transactions on bio-medical engineering Aug 30, 2018
Magnetic resonance imaging (MRI) is the non-invasive modality of choice for body tissue composition analysis due to its excellent soft-tissue contrast and lack of ionizing radiation. However, quantification of body composition requires an accurate se...
Cluster Analysis Thigh Body Composition Image Processing, Computer-Assisted Magnetic Resonance Imaging Fuzzy Logic Whole Body Imaging Humans Algorithms Brain Adult Middle Aged Aged Aged, 80 and over
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Quantification and Analysis of Laryngeal Closure From Endoscopic Videos.

IEEE transactions on bio-medical engineering Aug 29, 2018
OBJECTIVE: At present, there are no objective techniques to quantify and describe laryngeal obstruction, and the reproducibility of subjective manual quantification methods is insufficient, resulting in diagnostic inaccuracy and a poor signal-to-nois...
Video Recording Laryngoscopy Larynx Reproducibility of Results Image Processing, Computer-Assisted Signal Processing, Computer-Assisted Neural Networks, Computer Algorithms Humans
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Melanoma Recognition in Dermoscopy Images via Aggregated Deep Convolutional Features.

IEEE transactions on bio-medical engineering Aug 20, 2018
In this paper, we present a novel framework for dermoscopy image recognition via both a deep learning method and a local descriptor encoding strategy. Specifically, deep representations of a rescaled dermoscopy image are first extracted via a very de...
Databases, Factual Melanoma Skin Neoplasms Dermoscopy Humans Algorithms Deep Learning Support Vector Machine Image Interpretation, Computer-Assisted
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Developing a Three- to Six-State EEG-Based Brain-Computer Interface for a Virtual Robotic Manipulator Control.

IEEE transactions on bio-medical engineering Aug 17, 2018
OBJECTIVE: We develop an electroencephalography (EEG)-based noninvasive brain-computer interface (BCI) system having short training time (15 min) that can be applied for high-performance control of robotic prosthetic systems.
Neural Prostheses Adult Humans Male Female Brain-Computer Interfaces Robotics Young Adult Self-Help Devices Electroencephalography Signal Processing, Computer-Assisted
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Regional Multi-View Learning for Cardiac Motion Analysis: Application to Identification of Dilated Cardiomyopathy Patients.

IEEE transactions on bio-medical engineering Aug 15, 2018
OBJECTIVE: The aim of this paper is to describe an automated diagnostic pipeline that uses as input only ultrasound (US) data, but is at the same time informed by a training database of multimodal magnetic resonance (MR) and US image data.
Algorithms Databases, Factual Ultrasonography Humans Machine Learning Heart Image Interpretation, Computer-Assisted Movement Cardiomyopathy, Dilated Support Vector Machine Magnetic Resonance Imaging Multimodal Imaging
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Robust Heartbeat Detection From Multimodal Data via CNN-Based Generalizable Information Fusion.

IEEE transactions on bio-medical engineering Jul 11, 2018
OBJECTIVE: Heartbeat detection remains central to cardiac disease diagnosis and management, and is traditionally performed based on electrocardiogram (ECG). To improve robustness and accuracy of detection, especially, in certain critical-care scenari...
Algorithms Databases, Factual Electrocardiography Arrhythmias, Cardiac Heart Rate Blood Pressure Signal Processing, Computer-Assisted Humans Neural Networks, Computer
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Predicting Athlete Ground Reaction Forces and Moments From Spatio-Temporal Driven CNN Models.

IEEE transactions on bio-medical engineering Jul 9, 2018
The accurate prediction of three-dimensional (3-D) ground reaction forces and moments (GRF/Ms) outside the laboratory setting would represent a watershed for on-field biomechanical analysis. To extricate the biomechanist's reliance on ground embedded...
Supervised Machine Learning Athletes Pattern Recognition, Automated Sports Humans Neural Networks, Computer Biomechanical Phenomena Female Male Image Processing, Computer-Assisted
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A Portable Passive Rehabilitation Robot for Upper-Extremity Functional Resistance Training.

IEEE transactions on bio-medical engineering Jun 21, 2018
OBJECTIVE: Loss of arm function is common in individuals with neurological damage, such as stroke or cerebral palsy. Robotic devices that address muscle strength deficits in a task-specific manner can assist in the recovery of arm function; however, ...
Equipment Design Electromyography Resistance Training Male Female Muscle, Skeletal Humans Biomechanical Phenomena Robotics Neurological Rehabilitation
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Robotic Immobilization of Motile Sperm for Clinical Intracytoplasmic Sperm Injection.

IEEE transactions on bio-medical engineering Jun 19, 2018
OBJECTIVE: In clinical intracytoplasmic sperm injection (ICSI), a motile sperm must be immobilized before insertion into an oocyte. This paper aims to develop a robotic system for automated tracking, orientation control, and immobilization of motile ...
Micromanipulation Male Oocytes Humans Equipment Design Robotics Nanomedicine Female Spermatozoa Sperm Injections, Intracytoplasmic
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A Cascaded Deep Convolutional Neural Network for Joint Segmentation and Genotype Prediction of Brainstem Gliomas.

IEEE transactions on bio-medical engineering Jun 8, 2018
GOAL: Automatic segmentation of brainstem gliomas and prediction of genotype (H3 K27M) mutation status based on magnetic resonance (MR) images are crucial but challenging tasks for computer-aided diagnosis in neurosurgery. In this paper, we present a...
Genotyping Techniques Glioma Humans Image Interpretation, Computer-Assisted Histones Neural Networks, Computer Brain Stem Neoplasms DNA Mutational Analysis Brain Stem Algorithms
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