AIMC Topic: Pattern Recognition, Automated

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Adaptable texture-based segmentation by variance and intensity for automatic detection of semitranslucent and pink blush areas in basal cell carcinoma.

Skin research and technology : official journal of International Society for Bioengineering and the Skin (ISBS) [and] International Society for Digital Imaging of Skin (ISDIS) [and] International Society for Skin Imaging (ISSI) Mar 16, 2016
BACKGROUND: Pink blush is a common feature in basal cell carcinoma (BCC). A related feature, semitranslucency, appears as smooth pink or orange regions resembling skin color. We introduce an automatic method for detection of these features based on s...
Algorithms Female Skin Neoplasms Carcinoma, Basal Cell Humans Machine Learning Colorimetry Color Image Interpretation, Computer-Assisted Sensitivity and Specificity Feedback Dermoscopy Male Reproducibility of Results Middle Aged Aged Pattern Recognition, Automated
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A Human Activity Recognition System Using Skeleton Data from RGBD Sensors.

Computational intelligence and neuroscience Mar 16, 2016
The aim of Active and Assisted Living is to develop tools to promote the ageing in place of elderly people, and human activity recognition algorithms can help to monitor aged people in home environments. Different types of sensors can be used to addr...
Pattern Recognition, Automated Accelerometry Joints Female Human Activities Aged Humans Skeleton Machine Learning Male Algorithms Support Vector Machine
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High-Performance Personalized Heartbeat Classification Model for Long-Term ECG Signal.

IEEE transactions on bio-medical engineering Mar 8, 2016
Long-term electrocardiogram (ECG) has become one of the important diagnostic assist methods in clinical cardiovascular domain. Long-term ECG is primarily used for the detection of various cardiovascular diseases that are caused by various cardiac arr...
Patient-Centered Care Electrocardiography, Ambulatory Heart Rate Pattern Recognition, Automated Male Diagnosis, Computer-Assisted Longitudinal Studies Heart Rate Determination Humans Neural Networks, Computer Algorithms Female Reproducibility of Results Sensitivity and Specificity
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Marginal Space Deep Learning: Efficient Architecture for Volumetric Image Parsing.

IEEE transactions on medical imaging Mar 7, 2016
Robust and fast solutions for anatomical object detection and segmentation support the entire clinical workflow from diagnosis, patient stratification, therapy planning, intervention and follow-up. Current state-of-the-art techniques for parsing volu...
Echocardiography, Transesophageal Databases, Factual Image Processing, Computer-Assisted Aortic Valve Pattern Recognition, Automated Neural Networks, Computer Machine Learning Algorithms Humans
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Hierarchical Clustering Multi-Task Learning for Joint Human Action Grouping and Recognition.

IEEE transactions on pattern analysis and machine intelligence Mar 2, 2016
This paper proposes a hierarchical clustering multi-task learning (HC-MTL) method for joint human action grouping and recognition. Specifically, we formulate the objective function into the group-wise least square loss regularized by low rank and spa...
Humans Artificial Intelligence Machine Learning Cluster Analysis Least-Squares Analysis Pattern Recognition, Automated Task Performance and Analysis Algorithms Databases, Factual Learning
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Deep Dynamic Neural Networks for Multimodal Gesture Segmentation and Recognition.

IEEE transactions on pattern analysis and machine intelligence Mar 2, 2016
This paper describes a novel method called Deep Dynamic Neural Networks (DDNN) for multimodal gesture recognition. A semi-supervised hierarchical dynamic framework based on a Hidden Markov Model (HMM) is proposed for simultaneous gesture segmentation...
Normal Distribution Learning Gestures Pattern Recognition, Automated Humans Neural Networks, Computer Algorithms
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Bio-SCoRes: A Smorgasbord Architecture for Coreference Resolution in Biomedical Text.

PloS one Mar 2, 2016
Coreference resolution is one of the fundamental and challenging tasks in natural language processing. Resolving coreference successfully can have a significant positive effect on downstream natural language processing tasks, such as information extr...
Data Mining Pattern Recognition, Automated Electronic Health Records Natural Language Processing
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A categorical analysis of coreference resolution errors in biomedical texts.

Journal of biomedical informatics Feb 27, 2016
BACKGROUND: Coreference resolution is an essential task in information extraction from the published biomedical literature. It supports the discovery of complex information by linking referring expressions such as pronouns and appositives to their re...
Natural Language Processing Publications Data Mining Problem Solving Medical Informatics Semantics Pattern Recognition, Automated False Negative Reactions Algorithms Electronic Health Records Language Reproducibility of Results Humans
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A Discriminatively Trained Fully Connected Conditional Random Field Model for Blood Vessel Segmentation in Fundus Images.

IEEE transactions on bio-medical engineering Feb 26, 2016
GOAL: In this work, we present an extensive description and evaluation of our method for blood vessel segmentation in fundus images based on a discriminatively trained fully connected conditional random field model.
Models, Cardiovascular Retinal Artery Machine Learning Computer Simulation Reproducibility of Results Sensitivity and Specificity Retinal Diseases Humans Models, Statistical Fluorescein Angiography Image Interpretation, Computer-Assisted Ophthalmoscopy Pattern Recognition, Automated Photography
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HYDRA: Revealing heterogeneity of imaging and genetic patterns through a multiple max-margin discriminative analysis framework.

NeuroImage Feb 23, 2016
Multivariate pattern analysis techniques have been increasingly used over the past decade to derive highly sensitive and specific biomarkers of diseases on an individual basis. The driving assumption behind the vast majority of the existing methodolo...
Support Vector Machine Magnetic Resonance Imaging Cluster Analysis Alzheimer Disease Pattern Recognition, Automated Humans Female Atrophy Brain Aged Aged, 80 and over Male
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