AIMC Journal:
IEEE journal of biomedical and health informatics

Showing 821 to 830 of 1118 articles

Inter-Patient ECG Classification With Symbolic Representations and Multi-Perspective Convolutional Neural Networks.

IEEE journal of biomedical and health informatics Sep 23, 2019
This paper presents a novel deep learning framework for the inter-patient electrocardiogram (ECG) heartbeat classification. A symbolization approach especially designed for ECG is introduced, which can jointly represent the morphology and rhythm of t...
Arrhythmias, Cardiac Deep Learning Electrocardiography Signal Processing, Computer-Assisted Humans Neural Networks, Computer
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Progressive Transfer Learning and Adversarial Domain Adaptation for Cross-Domain Skin Disease Classification.

IEEE journal of biomedical and health informatics Sep 23, 2019
Deep learning has been used to analyze and diagnose various skin diseases through medical imaging. However, recent researches show that a well-trained deep learning model may not generalize well to data from different cohorts due to domain shift. Sim...
Neural Networks, Computer Image Interpretation, Computer-Assisted Humans Databases, Factual Deep Learning Melanoma Skin Skin Diseases
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Deep Learning for Smartphone-Based Malaria Parasite Detection in Thick Blood Smears.

IEEE journal of biomedical and health informatics Sep 23, 2019
OBJECTIVE: This work investigates the possibility of automated malaria parasite detection in thick blood smears with smartphones.
Image Interpretation, Computer-Assisted Humans Hematologic Tests Parasitology Neural Networks, Computer Predictive Value of Tests Plasmodium falciparum Malaria Deep Learning Smartphone
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GoogLeNet-Based Ensemble FCNet Classifier for Focal Liver Lesion Diagnosis.

IEEE journal of biomedical and health informatics Sep 20, 2019
Transfer learning techniques are recently preferred for the computer aided diagnosis (CAD) of variety of diseases, as it makes the classification feasible from limited training dataset. In this work, an ensemble FCNet classifier is proposed to classi...
Liver Humans Radiographic Image Interpretation, Computer-Assisted Neural Networks, Computer Algorithms Tomography, X-Ray Computed Liver Neoplasms
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Exploration of Chinese Sign Language Recognition Using Wearable Sensors Based on Deep Belief Net.

IEEE journal of biomedical and health informatics Sep 16, 2019
In this paper, deep belief net (DBN) was applied into the field of wearable-sensor based Chinese sign language (CSL) recognition. Eight subjects were involved in the study, and all of the subjects finished a five-day experiment performing CSL on a ta...
Humans Young Adult Electromyography Adult Asian People Pattern Recognition, Automated Wearable Electronic Devices Accelerometry Gestures Male Forearm Signal Processing, Computer-Assisted Deep Learning Sign Language China
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A Multi-Domain Connectome Convolutional Neural Network for Identifying Schizophrenia From EEG Connectivity Patterns.

IEEE journal of biomedical and health informatics Sep 13, 2019
OBJECTIVE: We exploit altered patterns in brain functional connectivity as features for automatic discriminative analysis of neuropsychiatric patients. Deep learning methods have been introduced to functional network classification only very recently...
Child Electroencephalography Signal Processing, Computer-Assisted Schizophrenia Connectome Diagnosis, Computer-Assisted Humans Deep Learning Neural Networks, Computer Adolescent
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Predicting Quality of Overnight Glycaemic Control in Type 1 Diabetes Using Binary Classifiers.

IEEE journal of biomedical and health informatics Sep 13, 2019
In type 1 diabetes management, maintaining nocturnal blood glucose within target range can be challenging. Although semi-automatic systems to modulate insulin pump delivery, such as low-glucose insulin suspension and the artificial pancreas, are star...
Middle Aged Blood Glucose Insulin Machine Learning Algorithms Adult Glycemic Control Decision Support Systems, Clinical Diabetes Mellitus, Type 1 Sleep Humans
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Decoding Brain States From fMRI Signals by Using Unsupervised Domain Adaptation.

IEEE journal of biomedical and health informatics Sep 11, 2019
With the development of deep learning in medical image analysis, decoding brain states from functional magnetic resonance imaging (fMRI) signals has made significant progress. Previous studies often utilized deep neural networks to automatically clas...
Humans Brain Connectome Unsupervised Machine Learning Signal Processing, Computer-Assisted Task Performance and Analysis Young Adult Adult Magnetic Resonance Imaging
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Detection and Monitoring of Thermal Lesions Induced by Microwave Ablation Using Ultrasound Imaging and Convolutional Neural Networks.

IEEE journal of biomedical and health informatics Sep 6, 2019
Microwave ablation (MWA) for cancer treatment is frequently monitored by ultrasound (US) B-mode imaging in the clinic, which often fails due to the low intrinsic contrast between the thermal lesion and normal tissue. Deep learning, especially convolu...
Microwaves Neural Networks, Computer Liver Animals Radiation Injuries Swine Surgery, Computer-Assisted Radiofrequency Ablation Deep Learning Image Interpretation, Computer-Assisted Ultrasonography
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Predicting Hospital Readmission: A Joint Ensemble-Learning Model.

IEEE journal of biomedical and health informatics Sep 2, 2019
Hospital readmission is among the most critical issues in the healthcare system due to its high prevalence and cost. The improvement effort necessitates reliable prediction models which can identify high-risk patients effectively and enable healthcar...
Hospitalization Patient Readmission Models, Educational Humans Machine Learning Algorithms
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