AIMC Topic: Feasibility Studies

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Facial Recognition Neural Networks Confirm Success of Facial Feminization Surgery.

Plastic and reconstructive surgery Jan 1, 2020
BACKGROUND: Male-to-female transgender patients desire to be identified, and treated, as female, in public and social settings. Facial feminization surgery entails a combination of highly visible changes in facial features. To study the effectiveness...
Humans Male Image Processing, Computer-Assisted Treatment Outcome Neural Networks, Computer Female Adult Gender-Affirming Surgery Face Postoperative Period Transgender Persons Feasibility Studies Sex Characteristics
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Feasibility of supplemental robot-assisted knee flexion exercise following total knee arthroplasty.

Journal of back and musculoskeletal rehabilitation Jan 1, 2020
BACKGROUND: The Hybrid Assistive Limb (HAL) is a robotic exoskeleton designed to support impaired limbs.
Robotics Knee Joint Feasibility Studies Pilot Projects Muscle Strength Humans Recovery of Function Female Knee Exercise Therapy Aged Physical Therapy Modalities Range of Motion, Articular Visual Analog Scale Aged, 80 and over Arthroplasty, Replacement, Knee Male
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A two-dimensional feasibility study of deep learning-based feature detection and characterization directly from CT sinograms.

Medical physics Dec 1, 2019
Machine Learning, especially deep learning, has been used in typical x-ray computed tomography (CT) applications, including image reconstruction, image enhancement, image domain feature detection and image domain feature characterization. To our know...
Feasibility Studies Phantoms, Imaging Tomography, X-Ray Computed Deep Learning Image Processing, Computer-Assisted Humans Databases, Factual
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Using convolutional neural networks to identify patient safety incident reports by type and severity.

Journal of the American Medical Informatics Association : JAMIA Dec 1, 2019
OBJECTIVE: To evaluate the feasibility of a convolutional neural network (CNN) with word embedding to identify the type and severity of patient safety incident reports.
Classification Medical Errors Risk Management Feasibility Studies Humans Neural Networks, Computer Patient Safety Support Vector Machine
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[Feasibility Study on Location of CT Images Using Convolutional Neural Networks].

Zhongguo yi liao qi xie za zhi = Chinese journal of medical instrumentation Nov 30, 2019
OBJECTIVE: To locate CT images by using the deep learning model based on convolutional neural network.
Neural Networks, Computer Tomography, X-Ray Computed Feasibility Studies
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Large-scale comparative assessment of computational predictors for lysine post-translational modification sites.

Briefings in bioinformatics Nov 27, 2019
Lysine post-translational modifications (PTMs) play a crucial role in regulating diverse functions and biological processes of proteins. However, because of the large volumes of sequencing data generated from genome-sequencing projects, systematic id...
Machine Learning Protein Processing, Post-Translational Algorithms Feasibility Studies Computational Biology Lysine
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Feasibility Study of Deep Neural Network for Heart Rate Estimation from Wearable Photoplethysmography and Acceleration Signals.

Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference Jul 1, 2019
Heart rate (HR) estimation using wearable reflectance-type photoplethysmographic (PPG) signals is challenging due to low signal-to-noise ratio (SNR). Especially during intensive exercise, motion artifacts (MAs) overwhelm PPG signals in an unpredictab...
Signal Processing, Computer-Assisted Feasibility Studies Heart Rate Algorithms Acceleration Humans Wearable Electronic Devices Artifacts Neural Networks, Computer Photoplethysmography
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The Feasibility of Arrhythmias Detection from A Capacitive ECG Measurement Using Convolutional Neural Network.

Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference Jul 1, 2019
Capacitive ECG (cECG) can measure the cardiac electrical signal via capacitive coupling between electrodes and skin. This unconstrained measurement is suitable for personal heart monitoring; however, the instability in the quality of the signal hinde...
Feasibility Studies Tachycardia, Ventricular Ventricular Fibrillation Humans Neural Networks, Computer Electrocardiography
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Super-Resolution Diffusion Tensor Imaging using SRCNN: A Feasibility Study.

Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference Jul 1, 2019
High-resolution diffusion imaging with submillimeter isotropic voxels requires long scan times that are usually clinically impractical. Even with those long scans, the image quality can still suffer from low signal-to-noise ratio (SNR) and severe geo...
Diffusion Magnetic Resonance Imaging Echo-Planar Imaging Humans Brain Deep Learning Image Processing, Computer-Assisted Feasibility Studies Diffusion Tensor Imaging
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Social Robots for Hospitalized Children.

Pediatrics Jul 1, 2019
BACKGROUND AND OBJECTIVES: Social robots (SRs) are increasingly present in medical and educational contexts, but their use in inpatient pediatric settings has not been demonstrated in studies. In this study, we aimed to (1) describe the introduction ...
Child Robotics Feasibility Studies Pain Pleasure Play and Playthings Humans Anxiety Child, Preschool Computers, Handheld Child, Hospitalized
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