AIMC Topic: Feasibility Studies

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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...
Data Interpretation, Statistical Tomography, Optical Coherence Fundus Oculi Humans Software Algorithms Skin Neoplasms Feasibility Studies Adult Deep Learning
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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 Phantoms, Imaging Proton Therapy Uncertainty Feasibility Studies Electrons Positron-Emission Tomography
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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...
Respiration Phantoms, Imaging Magnetic Resonance Imaging, Cine Imaging, Three-Dimensional Principal Component Analysis Feasibility Studies Humans Neural Networks, Computer Time Factors Liver Neoplasms
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Performance of an artificial intelligence algorithm for reporting urine cytopathology.

Cancer cytopathology Aug 14, 2019
BACKGROUND: Unlike Papanicolaou tests, there are no commercially available computer-assisted automated screening systems for urine specimens. Despite The Paris System for Reporting Urinary Cytology, there still is poor interobserver agreement with ur...
Urothelium Female Urinary Bladder Neoplasms Observer Variation Aged Humans Feasibility Studies Aged, 80 and over Carcinoma, Transitional Cell Image Interpretation, Computer-Assisted Sensitivity and Specificity Urine Middle Aged Deep Learning
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Network latency and long-distance robotic telestenting: Exploring the potential impact of network delays on telestenting performance.

Catheterization and cardiovascular interventions : official journal of the Society for Cardiac Angiography & Interventions Aug 13, 2019
OBJECTIVE: This study evaluated the impact of network latency on telestenting performance.
Animals Time Factors Robotics Percutaneous Coronary Intervention Coronary Artery Disease Feasibility Studies Humans Female Computer Communication Networks Therapy, Computer-Assisted Stents Sus scrofa Remote Consultation Manikins Models, Animal
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Feasibility of robotic telestenting over long geographic distances: a pre-clinical ex vivo and in vivo study.

EuroIntervention : journal of EuroPCR in collaboration with the Working Group on Interventional Cardiology of the European Society of Cardiology Aug 9, 2019
Feasibility Studies Telemedicine Stents Humans Robotics Robotic Surgical Procedures
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Comparison of text processing methods in social media-based signal detection.

Pharmacoepidemiology and drug safety Aug 7, 2019
PURPOSE: Adverse event (AE) identification in social media (SM) can be performed using various types of natural language processing (NLP) and machine learning (ML). These methods can be categorized by complexity and precision level. Co-occurrence-bas...
False Positive Reactions Adverse Drug Reaction Reporting Systems Pharmacovigilance Datasets as Topic False Negative Reactions Drug-Related Side Effects and Adverse Reactions Data Collection Retrospective Studies Sensitivity and Specificity Social Media Natural Language Processing Feasibility Studies
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A Concentric Tube Robot System for Rigid Bronchoscopy: A Feasibility Study on Central Airway Obstruction Removal.

Annals of biomedical engineering Jul 24, 2019
New robotic systems have recently emerged to assist with peripheral lung access, but a robotic system for rigid bronchoscopy has yet to be developed. We describe a new robotic system that can deliver thin robotic manipulators through the ports of sta...
Sheep Robotics Animals Airway Obstruction Feasibility Studies Bronchoscopy Cadaver
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Beltrami-net: domain-independent deep D-bar learning for absolute imaging with electrical impedance tomography (a-EIT).

Physiological measurement Jul 23, 2019
OBJECTIVE: To develop, and demonstrate the feasibility of, a novel image reconstruction method for absolute electrical impedance tomography (a-EIT) that pairs deep learning techniques with real-time robust D-bar methods and examine the influence of p...
Phantoms, Imaging Tomography Deep Learning Image Processing, Computer-Assisted Feasibility Studies Electric Impedance
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