AIMC Topic: Feasibility Studies

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True single-port cholecystectomy with ICG cholangiography through a single 15-mm trocar using the new surgical platform "symphonX": first human case study with a commercially available device.

Surgical endoscopy Oct 28, 2019
BACKGROUND: Minimally invasive single-port surgery is often associated with large incisions up to 2-3 cm, complicated handling due to the lack of triangulation, and instrument crossing. Aim of this prospective study was to perform true single-port su...
Surgical Instruments Cholecystitis Cholangiography Cholecystolithiasis Equipment Design Feasibility Studies Cholecystectomy, Laparoscopic Prospective Studies Female Aged Middle Aged Robotics Adult Male Humans
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Pulse-Wave-Pattern Classification with a Convolutional Neural Network.

Scientific reports Oct 17, 2019
Owing to the diversity of pulse-wave morphology, pulse-based diagnosis is difficult, especially pulse-wave-pattern classification (PWPC). A powerful method for PWPC is a convolutional neural network (CNN). It outperforms conventional methods in patte...
Feasibility Studies Heart Rate Datasets as Topic Traditional Pulse Diagnosis Humans Neural Networks, Computer Cardiovascular Diseases
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A comparison of machine learning algorithms for the surveillance of autism spectrum disorder.

PloS one Sep 25, 2019
OBJECTIVE: The Centers for Disease Control and Prevention (CDC) coordinates a labor-intensive process to measure the prevalence of autism spectrum disorder (ASD) among children in the United States. Random forests methods have shown promise in speedi...
Support Vector Machine Deep Learning Centers for Disease Control and Prevention, U.S. Epidemiological Monitoring Humans Public Health Surveillance Child Georgia Autism Spectrum Disorder Feasibility Studies United States Prevalence
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Detecting substance-related problems in narrative investigation summaries of child abuse and neglect using text mining and machine learning.

Child abuse & neglect Sep 12, 2019
BACKGROUND: State child welfare agencies collect, store, and manage vast amounts of data. However, they often do not have the right data, or the data is problematic or difficult to inform strategies to improve services and system processes. Considera...
Child Welfare Child Protective Services Feasibility Studies Data Mining Child Abuse Computer Simulation Child Narration Humans Machine Learning Algorithms Mental Disorders
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Artificial intelligence-based versus manual assessment of prostate cancer in the prostate gland: a method comparison study.

Clinical physiology and functional imaging Sep 8, 2019
AIM: To test the feasibility of a fully automated artificial intelligence-based method providing PET measures of prostate cancer (PCa).
Feasibility Studies Radiopharmaceuticals Choline Image Interpretation, Computer-Assisted Prostatic Neoplasms Prostate Workflow Automation Fluorine Radioisotopes Prostatectomy Humans Neural Networks, Computer Aged Predictive Value of Tests Positron Emission Tomography Computed Tomography Male Middle Aged
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Automatic segmentation of the uterus on MRI using a convolutional neural network.

Computers in biology and medicine Sep 5, 2019
BACKGROUND: This study was performed to evaluate the clinical feasibility of a U-net for fully automatic uterine segmentation on MRI by using images of major uterine disorders.
Uterus Humans Feasibility Studies Middle Aged Adult Neural Networks, Computer Female Image Processing, Computer-Assisted Uterine Cervical Neoplasms Magnetic Resonance Imaging
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Automated deep learning design for medical image classification by health-care professionals with no coding experience: a feasibility study.

The Lancet. Digital health Sep 5, 2019
BACKGROUND: Deep learning has the potential to transform health care; however, substantial expertise is required to train such models. We sought to evaluate the utility of automated deep learning software to develop medical image diagnostic classifie...
Feasibility Studies Algorithms Skin Neoplasms Adult Humans Software Deep Learning Data Interpretation, Statistical Tomography, Optical Coherence Fundus Oculi
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Turning the crank for machine learning: ease, at what expense?

The Lancet. Digital health Sep 5, 2019
Exercise Test Feasibility Studies Arm Humans Deep Learning
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Range and dose verification in proton therapy using proton-induced positron emitters and recurrent neural networks (RNNs).

Physics in medicine and biology Sep 4, 2019
Online proton range/dose verification based on measurements of proton-induced positron emitters is a promising strategy for quality assurance in proton therapy. Because of the nonlinear correlation between the dose distribution and the activity distr...
Humans Neural Networks, Computer Tomography, X-Ray Computed Feasibility Studies Proton Therapy Electrons Uncertainty Positron-Emission Tomography Phantoms, Imaging
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Predicting real-time 3D deformation field maps (DFM) based on volumetric cine MRI (VC-MRI) and artificial neural networks for on-board 4D target tracking: a feasibility study.

Physics in medicine and biology Aug 21, 2019
To predict real-time 3D deformation field maps (DFMs) using Volumetric Cine MRI (VC-MRI) and adaptive boosting and multi-layer perceptron neural network (ADMLP-NN) for 4D target tracking. One phase of a prior 4D-MRI is set as the prior phase, MRI. Pr...
Imaging, Three-Dimensional Respiration Neural Networks, Computer Humans Principal Component Analysis Phantoms, Imaging Time Factors Feasibility Studies Magnetic Resonance Imaging, Cine Liver Neoplasms
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