AIMC Journal:
IEEE journal of biomedical and health informatics

Showing 1001 to 1010 of 1118 articles

Multisource Transfer Learning With Convolutional Neural Networks for Lung Pattern Analysis.

IEEE journal of biomedical and health informatics Dec 7, 2016
Early diagnosis of interstitial lung diseases is crucial for their treatment, but even experienced physicians find it difficult, as their clinical manifestations are similar. In order to assist with the diagnosis, computer-aided diagnosis systems hav...
Lung Diseases, Interstitial Image Interpretation, Computer-Assisted Pattern Recognition, Automated Humans Neural Networks, Computer Machine Learning Tomography, X-Ray Computed Lung
View on PubMed DOI

An Ensemble of Fine-Tuned Convolutional Neural Networks for Medical Image Classification.

IEEE journal of biomedical and health informatics Dec 5, 2016
The availability of medical imaging data from clinical archives, research literature, and clinical manuals, coupled with recent advances in computer vision offer the opportunity for image-based diagnosis, teaching, and biomedical research. However, t...
Humans Neural Networks, Computer Machine Learning Electronic Health Records Image Processing, Computer-Assisted Diagnostic Imaging
View on PubMed DOI

Automatic Detection and Classification of Colorectal Polyps by Transferring Low-Level CNN Features From Nonmedical Domain.

IEEE journal of biomedical and health informatics Dec 5, 2016
Colorectal cancer (CRC) is a leading cause of cancer deaths worldwide. Although polypectomy at early stage reduces CRC incidence, 90% of the polyps are small and diminutive, where removal of them poses risks to patients that may outweigh the benefits...
Humans Neural Networks, Computer Machine Learning Image Interpretation, Computer-Assisted Colonoscopy ROC Curve Colonic Polyps
View on PubMed DOI

Tackling Missing Data in Community Health Studies Using Additive LS-SVM Classifier.

IEEE journal of biomedical and health informatics Dec 1, 2016
Missing data is a common issue in community health and epidemiological studies. Direct removal of samples with missing data can lead to reduced sample size and information bias, which deteriorates the significance of the results. While data imputatio...
Medical Informatics Support Vector Machine Data Interpretation, Statistical Least-Squares Analysis Humans Male Female Databases, Factual Quality of Life Public Health Aged Aged, 80 and over
View on PubMed DOI

$\mathtt {Deepr}$: A Convolutional Net for Medical Records.

IEEE journal of biomedical and health informatics Dec 1, 2016
Feature engineering remains a major bottleneck when creating predictive systems from electronic medical records. At present, an important missing element is detecting predictive regular clinical motifs from irregular episodic records. We present Deep...
Humans Neural Networks, Computer Electronic Health Records Models, Theoretical Medical Informatics Artificial Intelligence Software Databases, Factual
View on PubMed DOI

A New Method for Self-Estimation of the Severity of Obstructive Sleep Apnea Using Easily Available Measurements and Neural Fuzzy Evaluation System.

IEEE journal of biomedical and health informatics Nov 30, 2016
This paper proposes a neural fuzzy evaluation system (NFES) with significant variables selected from stepwise regression to predict apnea-hypopnea index (AHI) for evaluating obstructive sleep apnea (OSA). The variables considered are the change statu...
Male Middle Aged Body Mass Index Fuzzy Logic Models, Statistical Female Blood Pressure Humans Regression Analysis Adult Sleep Apnea, Obstructive Retrospective Studies Sensitivity and Specificity Medical Informatics
View on PubMed DOI

An Intelligible Risk Stratification Model Based on Pairwise and Size Constrained Kmeans.

IEEE journal of biomedical and health informatics Nov 29, 2016
Having a system to stratify individuals according to risk is key to clinical disease prevention. This allows individuals identified at different risk tiers to benefit from further investigation and intervention. But the same risk score estimated for ...
Risk Assessment Diabetes Mellitus, Type 2 Models, Statistical Humans Cluster Analysis Algorithms Supervised Machine Learning Databases, Factual Medical Informatics
View on PubMed DOI

A Convolutional Neural Network for Automatic Characterization of Plaque Composition in Carotid Ultrasound.

IEEE journal of biomedical and health informatics Nov 22, 2016
Characterization of carotid plaque composition, more specifically the amount of lipid core, fibrous tissue, and calcified tissue, is an important task for the identification of plaques that are prone to rupture, and thus for early risk estimation of ...
Carotid Artery Diseases Image Processing, Computer-Assisted Carotid Arteries Plaque, Atherosclerotic Humans Neural Networks, Computer Ultrasonography
View on PubMed DOI

Using Data From the Microsoft Kinect 2 to Quantify Upper Limb Behavior: A Feasibility Study.

IEEE journal of biomedical and health informatics Sep 5, 2016
The objective of this study was to assess whether the novel application of a machine learning approach to data collected from the Microsoft Kinect 2 (MK2) could be used to classify differing levels of upper limb impairment. Twenty-four healthy subjec...
Upper Extremity Adult Female Models, Biological Biomechanical Phenomena Image Processing, Computer-Assisted Reproducibility of Results Video Recording Male Support Vector Machine Young Adult Motor Activity Humans Feasibility Studies Algorithms
View on PubMed DOI

Predicting Social Anxiety Treatment Outcome Based on Therapeutic Email Conversations.

IEEE journal of biomedical and health informatics Aug 17, 2016
Predicting therapeutic outcome in the mental health domain is of utmost importance to enable therapists to provide the most effective treatment to a patient. Using information from the writings of a patient can potentially be a valuable source of inf...
Humans Electronic Mail Female Natural Language Processing Male Phobia, Social Treatment Outcome Cognitive Behavioral Therapy Models, Statistical
View on PubMed DOI
Popular Topics
Popular Journals