AIMC Journal:
IEEE journal of biomedical and health informatics

Showing 731 to 740 of 1118 articles

MS-CAM: Multi-Scale Class Activation Maps for Weakly-Supervised Segmentation of Geographic Atrophy Lesions in SD-OCT Images.

IEEE journal of biomedical and health informatics Dec 4, 2020
As one of the most critical characteristics in advanced stage of non-exudative Age-related Macular Degeneration (AMD), Geographic Atrophy (GA) is one of the significant causes of sustained visual acuity loss. Automatic localization of retinal regions...
Supervised Machine Learning Image Interpretation, Computer-Assisted Geographic Atrophy Tomography, Optical Coherence Retina Humans
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Visual Field Estimation by Probabilistic Classification.

IEEE journal of biomedical and health informatics Dec 4, 2020
The gold standard clinical tool for evaluating visual dysfunction in cases of glaucoma and other disorders of vision remains the visual field or threshold perimetry exam. Administration of this exam has evolved over the years into a sophisticated, st...
Humans Machine Learning Algorithms Aged Adult Middle Aged Visual Field Tests Models, Statistical Visual Fields Ocular Hypertension Psychophysics
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ELEMENT: Multi-Modal Retinal Vessel Segmentation Based on a Coupled Region Growing and Machine Learning Approach.

IEEE journal of biomedical and health informatics Dec 4, 2020
Vascular structures in the retina contain important information for the detection and analysis of ocular diseases, including age-related macular degeneration, diabetic retinopathy and glaucoma. Commonly used modalities in diagnosis of these diseases ...
Retinal Vessels Multimodal Imaging Image Interpretation, Computer-Assisted Diagnostic Techniques, Ophthalmological Adult Middle Aged Humans Diabetic Retinopathy Machine Learning Algorithms Aged Aged, 80 and over
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Dehaze of Cataractous Retinal Images Using an Unpaired Generative Adversarial Network.

IEEE journal of biomedical and health informatics Dec 4, 2020
Cataracts are the leading cause of visual impairment worldwide. Examination of the retina through cataracts using a fundus camera is challenging and error-prone due to degraded image quality. We sought to develop an algorithm to dehaze such images to...
Middle Aged Deep Learning Image Processing, Computer-Assisted Aged, 80 and over Male Cataract Extraction Cataract Retina Humans Neural Networks, Computer Algorithms Female Aged
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UD-MIL: Uncertainty-Driven Deep Multiple Instance Learning for OCT Image Classification.

IEEE journal of biomedical and health informatics Dec 4, 2020
Deep learning has achieved remarkable success in the optical coherence tomography (OCT) image classification task with substantial labelled B-scan images available. However, obtaining such fine-grained expert annotations is usually quite difficult an...
Humans Diabetic Retinopathy Young Adult Supervised Machine Learning Macular Edema Image Interpretation, Computer-Assisted Adolescent Adult Tomography, Optical Coherence Deep Learning Retina
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Long Short-Term Memory Networks for Unconstrained Sleep Stage Classification Using Polyvinylidene Fluoride Film Sensor.

IEEE journal of biomedical and health informatics Dec 4, 2020
Sleep stage scoring is the first step towards quantitative analysis of sleep using polysomnography (PSG) recordings. However, although PSG is a gold standard method for assessing sleep, it is obtrusive and difficult to apply for long-term sleep monit...
Humans Young Adult Neural Networks, Computer Adult Machine Learning Male Polyvinyls Polysomnography Sleep Stages Retrospective Studies Middle Aged Female Adolescent Signal Processing, Computer-Assisted
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An Efficient Deep Learning Based Method for Speech Assessment of Mandarin-Speaking Aphasic Patients.

IEEE journal of biomedical and health informatics Nov 4, 2020
Speech assessment is an important part of the rehabilitation process for patients with aphasia (PWA). Mandarin speech lucidity features such as articulation, fluency, and tone influence the meaning of the spoken utterance and overall speech clarity. ...
Aphasia Language Humans Neural Networks, Computer Deep Learning Speech
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Single Volume Image Generator and Deep Learning-Based ASD Classification.

IEEE journal of biomedical and health informatics Nov 4, 2020
Autism spectrum disorder (ASD) is an intricate neuropsychiatric brain disorder characterized by social deficits and repetitive behaviors. Deep learning approaches have been applied in clinical or behavioral identification of ASD; most erstwhile model...
Magnetic Resonance Imaging Humans Neural Networks, Computer Autism Spectrum Disorder Brain Deep Learning
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Matrix Factorization-based Technique for Drug Repurposing Predictions.

IEEE journal of biomedical and health informatics Nov 4, 2020
Classical drug design methodologies are hugely costly and time-consuming, with approximately 85% of the new proposed molecules failing in the first three phases of the FDA drug approval process. Thus, strategies to find alternative indications for al...
Machine Learning Humans Proteins Algorithms Drug Repositioning Protein Interaction Maps
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PlethAugment: GAN-Based PPG Augmentation for Medical Diagnosis in Low-Resource Settings.

IEEE journal of biomedical and health informatics Nov 4, 2020
The paucity of physiological time-series data collected from low-resource clinical settings limits the capabilities of modern machine learning algorithms in achieving high performance. Such performance is further hindered by class imbalance; datasets...
Machine Learning Humans Algorithms
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