AIMC Journal:
IEEE journal of biomedical and health informatics

Showing 871 to 880 of 1118 articles

Improving Automatic Polyp Detection Using CNN by Exploiting Temporal Dependency in Colonoscopy Video.

IEEE journal of biomedical and health informatics Apr 1, 2019
Automatic polyp detection has been shown to be difficult due to various polyp-like structures in the colon and high interclass variations in polyp size, color, shape, and texture. An efficient method should not only have a high correct detection rate...
Colonoscopy Colonic Polyps Video Recording Image Interpretation, Computer-Assisted Humans Neural Networks, Computer Algorithms
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Snore-GANs: Improving Automatic Snore Sound Classification With Synthesized Data.

IEEE journal of biomedical and health informatics Apr 1, 2019
One of the frontier issues that severely hamper the development of automatic snore sound classification (ASSC) associates to the lack of sufficient supervised training data. To cope with this problem, we propose a novel data augmentation approach bas...
Supervised Machine Learning Sleep Apnea, Obstructive Sound Spectrography Snoring Humans Algorithms Signal Processing, Computer-Assisted
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Falls Risk Classification of Older Adults Using Deep Neural Networks and Transfer Learning.

IEEE journal of biomedical and health informatics Mar 27, 2019
Prior research in falls risk classification using inertial sensors has relied on the use of engineered features, which has resulted in a feature space containing hundreds of features that are likely redundant and possibly irrelevant. In this paper, w...
Accelerometry Male Middle Aged Accidental Falls Aged Smartphone Humans Young Adult Adolescent Aged, 80 and over Signal Processing, Computer-Assisted Adult Neural Networks, Computer Female ROC Curve
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Blood Cell Classification Based on Hyperspectral Imaging With Modulated Gabor and CNN.

IEEE journal of biomedical and health informatics Mar 18, 2019
Cell classification, especially that of white blood cells, plays a very important role in the field of diagnosis and control of major diseases. Compared to traditional optical microscopic imaging, hyperspectral imagery, combined with both spatial and...
Microscopy Blood Cells Wavelet Analysis Algorithms Image Processing, Computer-Assisted Cytological Techniques Humans Neural Networks, Computer
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Neural Networks for Deep Radiotherapy Dose Analysis and Prediction of Liver SBRT Outcomes.

IEEE journal of biomedical and health informatics Mar 11, 2019
Stereotactic body radiation therapy (SBRT) is a relatively novel treatment modality, with little post-treatment prognostic information reported. This study proposes a novel neural network based paradigm for accurate prediction of liver SBRT outcomes....
Male Middle Aged Disease Progression Deep Learning Aged Aged, 80 and over Adult Radiotherapy Planning, Computer-Assisted Radiosurgery Kaplan-Meier Estimate ROC Curve Liver Neoplasms Liver Algorithms Female Humans Neural Networks, Computer
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Assessment of Motor Impairments in Early Untreated Parkinson's Disease Patients: The Wearable Electronics Impact.

IEEE journal of biomedical and health informatics Mar 7, 2019
OBJECTIVE: The complex nature of Parkinson's disease (PD) makes difficult to rate its severity, mainly based on the visual inspection of motor impairments. Wearable sensors have been demonstrated to help overcoming such a difficulty, by providing obj...
Humans Wearable Electronic Devices Monitoring, Physiologic Parkinson Disease Aged, 80 and over Machine Learning Accelerometry Female Adult Male Aged Movement Equipment Design Middle Aged Signal Processing, Computer-Assisted
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Classifying Biomedical Figures by Modality via Multi-Label Learning.

IEEE journal of biomedical and health informatics Feb 28, 2019
The figures found in biomedical literature are a vital part of biomedical research, education, and clinical decision. The multitude of their modalities and the lack of corresponding metadata constitute search and information, retrieval a difficult ta...
Image Interpretation, Computer-Assisted Humans Image Processing, Computer-Assisted Information Storage and Retrieval Diagnostic Imaging Machine Learning Data Mining Algorithms
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Fully Convolutional Networks for Monocular Retinal Depth Estimation and Optic Disc-Cup Segmentation.

IEEE journal of biomedical and health informatics Feb 14, 2019
Glaucoma is a serious ocular disorder for which the screening and diagnosis are carried out by the examination of the optic nerve head (ONH). The color fundus image (CFI) is the most common modality used for ocular screening. In CFI, the central regi...
Image Interpretation, Computer-Assisted Optic Disk Diagnostic Techniques, Ophthalmological Humans ROC Curve Neural Networks, Computer Retina Glaucoma
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Discovering the Type 2 Diabetes in Electronic Health Records Using the Sparse Balanced Support Vector Machine.

IEEE journal of biomedical and health informatics Feb 13, 2019
The diagnosis of type 2 diabetes (T2D) at an early stage has a key role for an adequate T2D integrated management system and patient's follow-up. Recent years have witnessed an increasing amount of available electronic health record (EHR) data and ma...
Humans Electronic Health Records Female Reproducibility of Results Middle Aged Diabetes Mellitus, Type 2 Aged Decision Support Systems, Clinical Support Vector Machine Aged, 80 and over Male
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Artificial Neural Network for in-Bed Posture Classification Using Bed-Sheet Pressure Sensors.

IEEE journal of biomedical and health informatics Feb 13, 2019
Pressure ulcer prevention is a vital procedure for patients undergoing long-term hospitalization. A human body lying posture (HBLP) monitoring system is essential to reschedule posture change for patients. Video surveillance, the conventional method ...
Posture Signal Processing, Computer-Assisted Pressure Beds Textiles Polysomnography Pressure Ulcer Young Adult Adult Male Humans Neural Networks, Computer Female
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