AIMC Journal:
IEEE journal of biomedical and health informatics

Showing 921 to 930 of 1118 articles

Parkinson's Disease Diagnosis via Joint Learning From Multiple Modalities and Relations.

IEEE journal of biomedical and health informatics Sep 3, 2018
Parkinson's disease (PD) is a neurodegenerative progressive disease that mainly affects the motor systems of patients. To slow this disease deterioration, early and accurate diagnosis of PD is an effective way, which alleviates mental and physical su...
Algorithms Brain Female Aged Humans Machine Learning Parkinson Disease Multimodal Imaging Image Interpretation, Computer-Assisted Diffusion Tensor Imaging Male Middle Aged ROC Curve
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Decision Support System for Seizure Onset Zone Localization Based on Channel Ranking and High-Frequency EEG Activity.

IEEE journal of biomedical and health informatics Aug 30, 2018
Interictal high-frequency oscillations (HFO) are a promising biomarker that can help define the seizure onset zone (SOZ) and predict the surgical outcome after the epilepsy surgery. The utility of HFO in planning the surgery, though, is unclear. Reas...
Signal Processing, Computer-Assisted Electrocorticography Support Vector Machine Epilepsy Seizures Adolescent ROC Curve Decision Support Systems, Clinical Female Humans Adult Young Adult Male
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Multimodal Ambulatory Sleep Detection Using LSTM Recurrent Neural Networks.

IEEE journal of biomedical and health informatics Aug 29, 2018
Unobtrusive and accurate ambulatory methods are needed to monitor long-term sleep patterns for improving health. Previously developed ambulatory sleep detection methods rely either in whole or in part on self-reported diary data as ground truth, whic...
Humans Sleep Monitoring, Ambulatory Female Skin Temperature Young Adult Neural Networks, Computer Algorithms Actigraphy Wearable Electronic Devices Adult Signal Processing, Computer-Assisted Galvanic Skin Response Smartphone Male Wakefulness Adolescent
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Multimodal Assessment of Parkinson's Disease: A Deep Learning Approach.

IEEE journal of biomedical and health informatics Aug 23, 2018
Parkinson's disease is a neurodegenerative disorder characterized by a variety of motor symptoms. Particularly, difficulties to start/stop movements have been observed in patients. From a technical/diagnostic point of view, these movement changes can...
Handwriting Speech ROC Curve Image Processing, Computer-Assisted Gait Gait Analysis Parkinson Disease Signal Processing, Computer-Assisted Male Middle Aged Humans Deep Learning Databases, Factual Female Aged Aged, 80 and over
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Convolutional Neural Network With Shape Prior Applied to Cardiac MRI Segmentation.

IEEE journal of biomedical and health informatics Aug 14, 2018
In this paper, we present a novel convolutional neural network architecture to segment images from a series of short-axis cardiac magnetic resonance slices (CMRI). The proposed model is an extension of the U-net that embeds a cardiac shape prior and ...
Databases, Factual Image Processing, Computer-Assisted Magnetic Resonance Imaging Heart Humans Neural Networks, Computer Cardiac Imaging Techniques
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Multiscaled Fusion of Deep Convolutional Neural Networks for Screening Atrial Fibrillation From Single Lead Short ECG Recordings.

IEEE journal of biomedical and health informatics Aug 7, 2018
Atrial fibrillation (AF) is one of the most common sustained chronic cardiac arrhythmia in elderly population, associated with a high mortality and morbidity in stroke, heart failure, coronary artery disease, systemic thromboembolism, etc. The early ...
Algorithms ROC Curve Electrocardiography Signal Processing, Computer-Assisted Humans Neural Networks, Computer Atrial Fibrillation
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An Artificial Neural Network Framework for Gait-Based Biometrics.

IEEE journal of biomedical and health informatics Aug 2, 2018
As the popularity of wearable and the implantable body sensor network (BSN) devices increases, there is a growing concern regarding the data security of such power-constrained miniaturized medical devices. With limited computational power, BSN device...
Wireless Technology Male Female Wearable Electronic Devices Young Adult Confidentiality Humans Biometry Adult Computer Communication Networks Gait Neural Networks, Computer Computer Security
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Normalizing Spontaneous Reports Into MedDRA: Some Experiments With MagiCoder.

IEEE journal of biomedical and health informatics Jul 30, 2018
Text normalization into medical dictionaries is useful to support clinical tasks. A typical setting is pharmacovigilance (PV). The manual detection of suspected adverse drug reactions (ADRs) in narrative reports is time consuming and natural language...
Humans Data Mining Natural Language Processing Pharmacovigilance Drug-Related Side Effects and Adverse Reactions Medical Informatics
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Dense Deconvolutional Network for Skin Lesion Segmentation.

IEEE journal of biomedical and health informatics Jul 25, 2018
Automatic delineation of skin lesion contours from dermoscopy images is a basic step in the process of diagnosis and treatment of skin lesions. However, it is a challenging task due to the high variation of appearances and sizes of skin lesions. In o...
Humans Image Interpretation, Computer-Assisted Skin Neoplasms Neural Networks, Computer Dermoscopy Algorithms
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Ensemble Learning Approach via Kalman Filtering for a Passive Wearable Respiratory Monitor.

IEEE journal of biomedical and health informatics Jul 20, 2018
OBJECTIVE: Utilizing passive radio frequency identification (RFID) tags embedded in knitted smart-garment devices, we wirelessly detect the respiratory state of a subject using an ensemble-based learning approach over an augmented Kalman-filtered tim...
Wearable Electronic Devices Humans Monitoring, Physiologic Signal Processing, Computer-Assisted Machine Learning Algorithms Infant Respiratory Rate Radio Frequency Identification Device
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