AIMC Journal:
IEEE journal of biomedical and health informatics

Showing 781 to 790 of 1118 articles

Objective Analysis of Neck Muscle Boundaries for Cervical Dystonia Using Ultrasound Imaging and Deep Learning.

IEEE journal of biomedical and health informatics Jan 9, 2020
OBJECTIVE: To provide objective visualization and pattern analysis of neck muscle boundaries to inform and monitor treatment of cervical dystonia.
Humans Aged Male Middle Aged Databases, Factual Female Image Interpretation, Computer-Assisted Torticollis Neck Muscles Deep Learning Ultrasonography
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An Adversarial Learning Approach to Medical Image Synthesis for Lesion Detection.

IEEE journal of biomedical and health informatics Jan 6, 2020
The identification of lesion within medical image data is necessary for diagnosis, treatment and prognosis. Segmentation and classification approaches are mainly based on supervised learning with well-paired image-level or voxel-level labels. However...
Humans Brain Image Interpretation, Computer-Assisted Unsupervised Machine Learning
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A Two-Stage Convolutional Neural Networks for Lung Nodule Detection.

IEEE journal of biomedical and health informatics Jan 3, 2020
Early detection of lung cancer is an effective way to improve the survival rate of patients. It is a critical step to have accurate detection of lung nodules in computed tomography (CT) images for the diagnosis of lung cancer. However, due to the het...
Humans Imaging, Three-Dimensional Neural Networks, Computer Lung Neoplasms Tomography, X-Ray Computed Radiographic Image Interpretation, Computer-Assisted
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Real-Time Detection of Compensatory Patterns in Patients With Stroke to Reduce Compensation During Robotic Rehabilitation Therapy.

IEEE journal of biomedical and health informatics Jan 1, 2020
OBJECTIVES: Compensations are commonly employed by patients with stroke during rehabilitation without therapist supervision, leading to suboptimal recovery outcomes. This study investigated the feasibility of the real-time monitoring of compensation ...
Robotic Surgical Procedures Stroke Stroke Rehabilitation Reproducibility of Results Robotics Humans
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Semi-Supervised Learning for Semantic Segmentation of Emphysema With Partial Annotations.

IEEE journal of biomedical and health informatics Dec 31, 2019
Segmentation and quantification of each subtype of emphysema is helpful to monitor chronic obstructive pulmonary disease. Due to the nature of emphysema (diffuse pulmonary disease), it is very difficult for experts to allocate semantic labels to ever...
Deep Learning Female Humans Emphysema Radiographic Image Interpretation, Computer-Assisted Male Supervised Machine Learning Tomography, X-Ray Computed Lung
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A Multimodal Wearable System for Continuous and Real-Time Breathing Pattern Monitoring During Daily Activity.

IEEE journal of biomedical and health informatics Dec 31, 2019
OBJECTIVE: This study aims to understand breathing patterns during daily activities by developing a wearable respiratory and activity monitoring (WRAM) system.
Activities of Daily Living Young Adult Respiration Adult Male Monitoring, Physiologic Algorithms Humans Deep Learning Equipment Design Female Wearable Electronic Devices Signal Processing, Computer-Assisted
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Long Short-Term Memory Recurrent Neural Networks for Multiple Diseases Risk Prediction by Leveraging Longitudinal Medical Records.

IEEE journal of biomedical and health informatics Dec 25, 2019
Individuals suffer from chronic diseases without being identified in time, which brings lots of burden of disease to the society. This paper presents a multiple disease risk prediction method to systematically assess future disease risks for patients...
Electronic Health Records Risk Assessment Models, Statistical Disease Susceptibility Diagnosis, Computer-Assisted Humans Neural Networks, Computer Databases, Factual
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On Clinical Event Prediction in Patient Treatment Trajectory Using Longitudinal Electronic Health Records.

IEEE journal of biomedical and health informatics Dec 24, 2019
Healthcare process leaves patient treatment trajectory (PTT), described as a sequence of interdependent clinical events affiliated with a large volume of longitudinal therapy and treatment information. Predicting the future clinical event in PTT, as ...
Diagnosis Medical Informatics Applications Electronic Health Records Heart Failure Treatment Outcome Humans Models, Statistical Neural Networks, Computer
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Mitochondria Segmentation From EM Images via Hierarchical Structured Contextual Forest.

IEEE journal of biomedical and health informatics Dec 23, 2019
Delineation of mitochondria from electron microscopy (EM) images is crucial to investigate its morphology and distribution, which are directly linked to neural dysfunction. However, it is a challenging task due to the varied appearances, sizes and sh...
Microscopy, Electron Mice Imaging, Three-Dimensional Mitochondria Algorithms Image Processing, Computer-Assisted Hippocampus Animals Machine Learning
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Towards Improving Skin Cancer Diagnosis by Integrating Microarray and RNA-Seq Datasets.

IEEE journal of biomedical and health informatics Dec 23, 2019
Many clinical studies have revealed the high biological similarities existing among different skin pathological states. These similarities create difficulties in the efficient diagnosis of skin cancer, and encourage to study and design new intelligen...
RNA-Seq Computational Biology Gene Expression Profiling Diagnosis, Computer-Assisted Humans Skin Neoplasms Biomarkers, Tumor Machine Learning
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