AI Medical Compendium Topic

Explore the latest research on artificial intelligence and machine learning in medicine.

Image Enhancement

Showing 231 to 240 of 295 articles

Clear Filters

Online kernel slow feature analysis for temporal video segmentation and tracking.

IEEE transactions on image processing : a publication of the IEEE Signal Processing Society Apr 29, 2015
Slow feature analysis (SFA) is a dimensionality reduction technique which has been linked to how visual brain cells work. In recent years, the SFA was adopted for computer vision tasks. In this paper, we propose an exact kernel SFA (KSFA) framework f...
Pattern Recognition, Automated Image Enhancement Photography Subtraction Technique Signal Processing, Computer-Assisted Biomimetics Video Recording Image Interpretation, Computer-Assisted Neural Networks, Computer Algorithms Reproducibility of Results Sensitivity and Specificity
View on PubMed DOI

Support vector machine classification of brain metastasis and radiation necrosis based on texture analysis in MRI.

Journal of magnetic resonance imaging : JMRI Apr 10, 2015
PURPOSE: To develop a classification model using texture features and support vector machine in contrast-enhanced T1-weighted images to differentiate between brain metastasis and radiation necrosis.
Reproducibility of Results Brain Neoplasms Male Middle Aged Support Vector Machine Humans Brain Retrospective Studies Female Image Enhancement Radiation Injuries Necrosis Contrast Media Magnetic Resonance Imaging Diagnosis, Differential Area Under Curve
View on PubMed DOI

Robust representation and recognition of facial emotions using extreme sparse learning.

IEEE transactions on image processing : a publication of the IEEE Signal Processing Society Mar 25, 2015
Recognition of natural emotions from human faces is an interesting topic with a wide range of potential applications, such as human-computer interaction, automated tutoring systems, image and video retrieval, smart environments, and driver warning sy...
Facial Expression Sensitivity and Specificity Subtraction Technique Humans Image Enhancement Emotions Machine Learning Photography Image Interpretation, Computer-Assisted Algorithms Facial Recognition Pattern Recognition, Automated Reproducibility of Results
View on PubMed DOI

Efficient method for analyzing MR real-time cines: Toward accurate quantification of left ventricular function.

Journal of magnetic resonance imaging : JMRI Mar 2, 2015
BACKGROUND: To develop and assess an efficient method to identify end-expiratory end-diastolic (ED) and end-systolic (ES) images for accurate quantification of left ventricular (LV) function in real-time cine imaging.
Pattern Recognition, Automated Image Enhancement History, Ancient Ventricular Function, Left Magnetic Resonance Imaging, Cine Computer Systems Young Adult Image Interpretation, Computer-Assisted Adult Observer Variation Machine Learning Sensitivity and Specificity Algorithms Male Reproducibility of Results Humans
View on PubMed DOI

Structured patch model for a unified automatic and interactive segmentation framework.

Medical image analysis Jan 29, 2015
We present a novel interactive segmentation framework incorporating a priori knowledge learned from training data. The knowledge is learned as a structured patch model (StPM) comprising sets of corresponding local patch priors and their pairwise spat...
Subtraction Technique Machine Learning Algorithms Models, Biological Computer Simulation Image Interpretation, Computer-Assisted Reproducibility of Results Pattern Recognition, Automated Sensitivity and Specificity Image Enhancement Models, Statistical
View on PubMed DOI

Predicting Prodromal Alzheimer's Disease in Subjects with Mild Cognitive Impairment Using Machine Learning Classification of Multimodal Multicenter Diffusion-Tensor and Magnetic Resonance Imaging Data.

Journal of neuroimaging : official journal of the American Society of Neuroimaging Jan 28, 2015
BACKGROUND: Alzheimer's disease (AD) patients show early changes in white matter (WM) structural integrity. We studied the use of diffusion tensor imaging (DTI) in assessing WM alterations in the predementia stage of mild cognitive impairment (MCI).
Diffusion Tensor Imaging Prodromal Symptoms Humans Machine Learning Algorithms Cognitive Dysfunction Reproducibility of Results Alzheimer Disease Multimodal Imaging Aged Image Interpretation, Computer-Assisted Sensitivity and Specificity Image Enhancement Male
View on PubMed DOI

Watershed based intelligent scissors.

Computerized medical imaging and graphics : the official journal of the Computerized Medical Imaging Society Jan 21, 2015
Watershed based modification of intelligent scissors has been developed. This approach requires a preprocessing phase with anisotropic diffusion to reduce subtle edges. Then, the watershed transform enhances the corridors. Finally, a roaming procedur...
Sensitivity and Specificity Humans Pattern Recognition, Automated Magnetic Resonance Imaging Image Enhancement Algorithms Fuzzy Logic Tomography, X-Ray Computed Image Interpretation, Computer-Assisted Reproducibility of Results
View on PubMed DOI

Learning-based prediction of gestational age from ultrasound images of the fetal brain.

Medical image analysis Jan 3, 2015
We propose an automated framework for predicting gestational age (GA) and neurodevelopmental maturation of a fetus based on 3D ultrasound (US) brain image appearance. Our method capitalizes on age-related sonographic image patterns in conjunction wit...
Sensitivity and Specificity Male Ultrasonography, Prenatal Image Interpretation, Computer-Assisted Algorithms Gestational Age Brain Crown-Rump Length Pattern Recognition, Automated Female Echoencephalography Humans Image Enhancement Reproducibility of Results Artificial Intelligence
View on PubMed DOI

Computer-aided diagnosis from weak supervision: a benchmarking study.

Computerized medical imaging and graphics : the official journal of the Computerized Medical Imaging Society Nov 20, 2014
Supervised machine learning is a powerful tool frequently used in computer-aided diagnosis (CAD) applications. The bottleneck of this technique is its demand for fine grained expert annotations, which are tedious for medical image analysis applicatio...
Humans Diabetic Retinopathy Algorithms Supervised Machine Learning Reproducibility of Results Image Interpretation, Computer-Assisted Microscopy Sensitivity and Specificity Pattern Recognition, Automated Neoplasms Image Enhancement Benchmarking
View on PubMed DOI

Selective invocation of shape priors for deformable segmentation and morphologic classification of prostate cancer tissue microarrays.

Computerized medical imaging and graphics : the official journal of the Computerized Medical Imaging Society Nov 12, 2014
Shape based active contours have emerged as a natural solution to overlap resolution. However, most of these shape-based methods are computationally expensive. There are instances in an image where no overlapping objects are present and applying thes...
Cell Nucleus Shape Pattern Recognition, Automated Machine Learning Image Enhancement Humans Algorithms Oligonucleotide Array Sequence Analysis Neoplasm Grading Subtraction Technique Reproducibility of Results Microscopy Male Sensitivity and Specificity Image Interpretation, Computer-Assisted Prostatic Neoplasms
View on PubMed DOI
Popular Topics
Recent Journals