AIMC Topic: Sensitivity and Specificity

Clear Filters Showing 2081 to 2090 of 2921 articles

Deep learning based classification of breast tumors with shear-wave elastography.

Ultrasonics Aug 6, 2016
This study aims to build a deep learning (DL) architecture for automated extraction of learned-from-data image features from the shear-wave elastography (SWE), and to evaluate the DL architecture in differentiation between benign and malignant breast...
Humans Neural Networks, Computer Elasticity Imaging Techniques Breast Neoplasms Diagnosis, Differential Biopsy Ultrasonography, Mammary Image Interpretation, Computer-Assisted Retrospective Studies Female Adult Sensitivity and Specificity
View on PubMed DOI

Towards human-controlled, real-time shape sensing based flexible needle steering for MRI-guided percutaneous therapies.

The international journal of medical robotics + computer assisted surgery : MRCAS Aug 4, 2016
BACKGROUND: Accurate needle placement into soft tissue is essential to percutaneous prostate cancer diagnosis and treatment procedures.
Computer Systems Robotics Equipment Design Injections Needles Humans Reproducibility of Results Sensitivity and Specificity Feedback Systems Integration Refractometry Transducers Micro-Electrical-Mechanical Systems Magnetic Resonance Imaging, Interventional Image-Guided Biopsy Phantoms, Imaging Equipment Failure Analysis Man-Machine Systems
View on PubMed DOI

The Role of Audio-Visual Feedback in a Thought-Based Control of a Humanoid Robot: A BCI Study in Healthy and Spinal Cord Injured People.

IEEE transactions on neural systems and rehabilitation engineering : a publication of the IEEE Engineering in Medicine and Biology Society Aug 3, 2016
The efficient control of our body and successful interaction with the environment are possible through the integration of multisensory information. Brain-computer interface (BCI) may allow people with sensorimotor disorders to actively interact in th...
Male Persons with Disabilities Treatment Outcome Robotics Biomimetics Reproducibility of Results Young Adult Adult Sensitivity and Specificity Man-Machine Systems Imagination Feedback, Sensory Brain-Computer Interfaces Task Performance and Analysis Spinal Cord Injuries Movement Humans Brain Female
View on PubMed DOI

Large scale deep learning for computer aided detection of mammographic lesions.

Medical image analysis Aug 2, 2016
Recent advances in machine learning yielded new techniques to train deep neural networks, which resulted in highly successful applications in many pattern recognition tasks such as object detection and speech recognition. In this paper we provide a h...
Humans Neural Networks, Computer Machine Learning Sensitivity and Specificity Breast Neoplasms Mammography Radiographic Image Interpretation, Computer-Assisted Breast
View on PubMed DOI

A Robotic Exoskeleton for Treatment of Crouch Gait in Children With Cerebral Palsy: Design and Initial Application.

IEEE transactions on neural systems and rehabilitation engineering : a publication of the IEEE Engineering in Medicine and Biology Society Jul 27, 2016
Crouch gait, a pathological pattern of walking characterized by excessive knee flexion, is one of the most common gait disorders observed in children with cerebral palsy (CP). Effective treatment of crouch during childhood is critical to maintain mob...
Treatment Outcome Robotics Equipment Design Cerebral Palsy Equipment Failure Analysis Exoskeleton Device Man-Machine Systems Gait Disorders, Neurologic Neurological Rehabilitation Sensitivity and Specificity Male Pilot Projects Child Humans Reproducibility of Results
View on PubMed DOI

Accuracy of automated classification of major depressive disorder as a function of symptom severity.

NeuroImage. Clinical Jul 27, 2016
BACKGROUND: Growing evidence documents the potential of machine learning for developing brain based diagnostic methods for major depressive disorder (MDD). As symptom severity may influence brain activity, we investigated whether the severity of MDD ...
Severity of Illness Index Psychiatric Status Rating Scales Support Vector Machine Magnetic Resonance Imaging Brain Mapping Image Interpretation, Computer-Assisted Adult Sensitivity and Specificity Male Depressive Disorder, Major Humans Algorithms Brain Female
View on PubMed DOI

Making use of longitudinal information in pattern recognition.

Human brain mapping Jul 25, 2016
Longitudinal designs are widely used in medical studies as a means of observing within-subject changes over time in groups of subjects, thereby aiming to improve sensitivity for detecting disease effects. Paralleling an increased use of such studies ...
Neuroimaging Dementia Support Vector Machine Longitudinal Studies Follow-Up Studies Magnetic Resonance Imaging Principal Component Analysis Image Interpretation, Computer-Assisted Linear Models Pattern Recognition, Automated Aged, 80 and over Sensitivity and Specificity Cross-Sectional Studies Middle Aged Cognitive Dysfunction Humans Prospective Studies Brain Aged
View on PubMed DOI

Independent Component Analysis-Support Vector Machine-Based Computer-Aided Diagnosis System for Alzheimer's with Visual Support.

International journal of neural systems Jul 22, 2016
Computer-aided diagnosis (CAD) systems constitute a powerful tool for early diagnosis of Alzheimer's disease (AD), but limitations on interpretability and performance exist. In this work, a fully automatic CAD system based on supervised learning meth...
Image Interpretation, Computer-Assisted Mental Status Schedule Humans Algorithms Male Cognitive Dysfunction Support Vector Machine Magnetic Resonance Imaging Alzheimer Disease Brain Female Aged Sensitivity and Specificity
View on PubMed DOI

Fuzzy Clustering Applied to ROI Detection in Helical Thoracic CT Scans with a New Proposal and Variants.

BioMed research international Jul 18, 2016
The detection of pulmonary nodules is one of the most studied problems in the field of medical image analysis due to the great difficulty in the early detection of such nodules and their social impact. The traditional approach involves the developmen...
Pattern Recognition, Automated Radiography, Thoracic Tomography, Spiral Computed Sensitivity and Specificity Lung Neoplasms Fuzzy Logic Solitary Pulmonary Nodule Humans Algorithms Reproducibility of Results
View on PubMed DOI

Consistent quantitative gene product expression: #1. Automated identification of regenerating bone marrow cell populations using support vector machines.

Cytometry. Part A : the journal of the International Society for Analytical Cytology Jul 14, 2016
Identification and quantification of maturing hematopoietic cell populations in flow cytometry data sets is a complex and sometimes irreproducible step in data analysis. Supervised machine learning algorithms present promise to automatically classify...
Adolescent Child Support Vector Machine Flow Cytometry Pattern Recognition, Automated Hematopoietic Stem Cells Sensitivity and Specificity Leukemia, Myeloid, Acute Male Gene Expression Profiling Humans Algorithms Female
View on PubMed DOI
Popular Topics
Recent Journals