AIMC Journal:
IEEE journal of biomedical and health informatics

Showing 941 to 950 of 1118 articles

Unsupervised Bayesian Inference to Fuse Biosignal Sensory Estimates for Personalizing Care.

IEEE journal of biomedical and health informatics Jun 5, 2018
The role of sensing technologies, such as wearables, in delivering precision care is becoming widely acceptable. Given the very large quantities of sensor data that rapidly accumulate, there is a need to employ automated algorithms to label biosignal...
Algorithms Databases, Factual Precision Medicine Humans Medical Informatics Unsupervised Machine Learning Bayes Theorem Middle Aged Infant Adolescent Child, Preschool Child Models, Statistical Young Adult Female Adult Male Aged
View on PubMed DOI

MR Image Super-Resolution via Wide Residual Networks With Fixed Skip Connection.

IEEE journal of biomedical and health informatics Jun 4, 2018
Spatial resolution is a critical imaging parameter in magnetic resonance imaging. The image super-resolution (SR) is an effective and cost efficient alternative technique to improve the spatial resolution of MR images. Over the past several years, th...
Humans Neural Networks, Computer Infant Image Processing, Computer-Assisted Magnetic Resonance Imaging Algorithms Brain Brain Neoplasms
View on PubMed DOI

Pattern Classification for Gastrointestinal Stromal Tumors by Integration of Radiomics and Deep Convolutional Features.

IEEE journal of biomedical and health informatics May 29, 2018
Predicting malignant potential is one of the most critical components of a computer-aided diagnosis system for gastrointestinal stromal tumors (GISTs). These tumors have been studied only on the basis of subjective computed tomography findings. Among...
Databases, Factual Tomography, X-Ray Computed Radiographic Image Interpretation, Computer-Assisted Humans Neural Networks, Computer Gastrointestinal Neoplasms Gastrointestinal Stromal Tumors
View on PubMed DOI

Unobtrusive Activity Recognition of Elderly People Living Alone Using Anonymous Binary Sensors and DCNN.

IEEE journal of biomedical and health informatics May 7, 2018
Elderly population (over the age of 60) is predicted to be 1.2 billion by 2025. Most of the elderly people would like to stay alone in their own house due to the high eldercare cost and privacy invasion. Unobtrusive activity recognition is the most p...
Deep Learning Image Processing, Computer-Assisted Video Recording Human Activities Independent Living Health Services for the Aged Humans Aged
View on PubMed DOI

PhysOnline: An Open Source Machine Learning Pipeline for Real-Time Analysis of Streaming Physiological Waveform.

IEEE journal of biomedical and health informatics May 2, 2018
Real-time analysis of streaming physiological data to identify earlier abnormal conditions is an important aspect of precision medicine. However, open-source systems supporting this workflow are lacking. In this paper, we present PhysOnline, a pipeli...
Humans Machine Learning Signal Processing, Computer-Assisted Atrial Fibrillation Algorithms Medical Informatics Applications Precision Medicine Electrocardiography
View on PubMed DOI

Fully Convolutional Neural Networks to Detect Clinical Dermoscopic Features.

IEEE journal of biomedical and health informatics May 1, 2018
The presence of certain clinical dermoscopic features within a skin lesion may indicate melanoma, and automatically detecting these features may lead to more quantitative and reproducible diagnoses. We reformulate the task of classifying clinical der...
Image Interpretation, Computer-Assisted ROC Curve Skin Humans Neural Networks, Computer Databases, Factual Melanoma Skin Neoplasms Dermoscopy
View on PubMed DOI

DDC-Outlier: Preventing Medication Errors Using Unsupervised Learning.

IEEE journal of biomedical and health informatics Apr 17, 2018
Electronic health records have brought valuable improvements to hospital practices by integrating patient information. In fact, the understanding of these data can prevent mistakes that may put patients' lives at risk. Nonetheless, to the best of our...
Electronic Health Records Medication Errors Unsupervised Machine Learning Data Mining Humans Algorithms
View on PubMed DOI

Deep Convolutional Hashing for Low-Dimensional Binary Embedding of Histopathological Images.

IEEE journal of biomedical and health informatics Apr 16, 2018
Compact binary representations of histopa-thology images using hashing methods provide efficient approximate nearest neighbor search for direct visual query in large-scale databases. They can be utilized to measure the probability of the abnormality ...
Image Processing, Computer-Assisted Lung Neoplasms Histological Techniques Humans Databases, Factual Lung Deep Learning
View on PubMed DOI

Evaluation of Machine-Learning Approaches to Estimate Sleep Apnea Severity From At-Home Oximetry Recordings.

IEEE journal of biomedical and health informatics Apr 5, 2018
Complexity, costs, and waiting list issues demand a simplified alternative for sleep apnea-hypopnea syndrome (SAHS) diagnosis. The blood oxygen saturation signal (SpO) carries useful information about SAHS and can be easily acquired from overnight ox...
Signal Processing, Computer-Assisted Sleep Apnea Syndromes Oximetry Adult Severity of Illness Index Home Care Services Humans Neural Networks, Computer Machine Learning
View on PubMed DOI

Semantic Segmentation of Pathological Lung Tissue With Dilated Fully Convolutional Networks.

IEEE journal of biomedical and health informatics Mar 26, 2018
Early and accurate diagnosis of interstitial lung diseases (ILDs) is crucial for making treatment decisions, but can be challenging even for experienced radiologists. The diagnostic procedure is based on the detection and recognition of the different...
Lung Diseases, Interstitial Tomography, X-Ray Computed Image Interpretation, Computer-Assisted Humans Semantics Lung Neural Networks, Computer Supervised Machine Learning
View on PubMed DOI
Popular Topics
Popular Journals