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Cascading Neural Network Methodology for Artificial Intelligence-Assisted Radiographic Detection and Classification of Lead-Less Implanted Electronic Devices within the Chest
[article]
2022
arXiv
pre-print
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& Purpose: Chest X-Ray (CXR) use in pre-MRI safety screening for Lead-Less Implanted Electronic Devices (LLIEDs), easily overlooked or misidentified on a frontal view (often only acquired), is common. ...
This work focused on developing CXR interpretation-assisting Artificial Intelligence (AI) methodology with: 1. 100% detection for LLIED presence/location; and 2. High classification in LLIED typing. ...
INTRODUCTION Intra-thoracic placement of Lead-Less Implanted Electronic Devices (LLIEDs) capable of 1. Cardiac pacing, 2. Electrocardiographic recording, 3. ...
arXiv:2108.11954v2
fatcat:onktiyunmzbknnohem67lt7ee4
Healthcare Techniques Through Deep Learning: Issues, Challenges and Opportunities
2021
IEEE Access
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Artificial neural network (ANN) may be a more widely used algorithm for classification. ...
Wearable, human activity recognition, and implantable devices have also improved the care for patients with disabilities and those undergoing rehabilitation. ...
doi:10.1109/access.2021.3095312
fatcat:3ddvsz5eozav7opv6vvanohcs4
CARS 2021: Computer Assisted Radiology and Surgery Proceedings of the 35th International Congress and Exhibition Munich, Germany, June 21–25, 2021
2021
International Journal of Computer Assisted Radiology and Surgery
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The University Rovira i Virgili also supports this work with project 2019PFR-B2-61.
References ...
Acknowledgements This work has been funded by the research project PI18/00169 from Instituto de Salud Carlos III & FEDER funds. ...
Learning for Chest Radiograph Diagnosis in the Emergency Department. ...
doi:10.1007/s11548-021-02375-4
pmid:34085172
fatcat:6d564hsv2fbybkhw4wvc7uuxcy
Poster Session
2018
Biomedical Engineering
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A bi-directional data transmission between a reader unit and the implant is needed, in order to control the state of the implant. ...
Nevertheless, small antenna sizes of the implant, implantation inside human body and continuous measurements requires exactly that. ...
We will present acoustic sound emission characteristics of the osteoporotic femur under physiological load and discuss the options of acoustic emission analysis in diagnosing osteoporosis and the evaluation ...
doi:10.1515/bmt-2018-6051
fatcat:4yiodooz5jcafnyjzdjq4f3c2m
Fundamentals of Biomedical Image Processing
[chapter]
2010
Biomedical Image Processing
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As part of the artificial intelligence, the methods of CI include neural networks, evolutionary algorithms and fuzzy logic. ...
Thereby, all the procedures have a mathematical-based, complex background.
Neural Network Artificial neural networks simulate the information processing in the human brain. ...
doi:10.1007/978-3-642-15816-2_1
fatcat:ydlnmausevhyfkcusck43d3vh4
Program
2020
2020 IEEE Canadian Conference on Electrical and Computer Engineering (CCECE)
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by gradient coils within an MRI in the presence of any active implantable medical devices (AIMDs). ...
This paper presents a novel interface
system based on an artificial neural network (ANN) for the MTGs. ...
This paper proposes a methodology based on artificial neural networks (ANN) to forecast the daily peak demand of a given class-A facility to help manage its PDC. ...
doi:10.1109/ccece47787.2020.9255763
fatcat:mpf7smikpfc77bu73ciqstdagm
E-Posters
2019
Global Spine Journal
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Introduction: Artificial cervical disc replacement (ADR) is a newer treatment option that obtained US FDA approval in 2007 that allows for effective discectomy and neural element decompression while preserving ...
Conclusion: Cervical disc arthroplasty and dynamic cervical implant in treatment of cervical spondylopathy can retain the range of motion, recover, and maintain the height of disc and cervical lordosis ...
Conclusion: In previously published studies, the frequency of detection in patients with orthopedic implants in walk-through metal detectors varied based on the nature of the implant and the age of the ...
doi:10.1177/2192568219839731
pmid:31211024
pmcid:PMC6555104
fatcat:j5xjlgvjrjfddlzbwcwfoqseze
Tracheal Stenosis
[chapter]
2015
Encyclopedia of Trauma Care
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According to official criteria, for a headache to be termed PTH, it must occur less than 7 days after the TBI event and resolve within 30 days (Headache Classification Subcommittee of the international ...
It could be from unmasking of a previous milder syndrome or effects on disrupted neural circuits within the basal ganglia (Ranjan et al. 2011 ). ...
For individuals with TBI, attention is often impaired and may lead to functional deficits in the ability to perform activities of daily living. ...
doi:10.1007/978-3-642-29613-0_159
fatcat:tfp36nh25fb47kxontgzb4snmm
Total Blood Volume
[chapter]
2015
Encyclopedia of Trauma Care
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According to official criteria, for a headache to be termed PTH, it must occur less than 7 days after the TBI event and resolve within 30 days (Headache Classification Subcommittee of the international ...
It could be from unmasking of a previous milder syndrome or effects on disrupted neural circuits within the basal ganglia (Ranjan et al. 2011 ). ...
For individuals with TBI, attention is often impaired and may lead to functional deficits in the ability to perform activities of daily living. ...
doi:10.1007/978-3-642-29613-0_101520
fatcat:khfczzpiwvdxflyr2lly6or3di
ECR 2011 Book of Abstracts - A - Postgraduate Educational Programme
2011
Insights into Imaging
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Whilst until a couple of years ago cardiac pacemakers and neurostimulators were contraindicated in the MRI environment, the advent of 'MRI compatible' pacemakers and other implanted electronic devices ...
In the acute setting, the Ottawa clinical decision rules are accepted to decide whether or not radiographs are needed; leading to 35% less radiographs. ...
The presence of metallic implants within a patient distorts the main static magnetic field of an MRI scanner and can lead to very severe image arteacts that may render the resultant image non-diagnostic ...
doi:10.1007/s13244-011-0078-3
pmid:23100070
pmcid:PMC3533621
fatcat:qa3ln4hhvve2hhumgwwnmykgoe
ECR 2016 Book of Abstracts - A - Postgraduate Educational Programme
2016
Insights into Imaging
Preserved Fulltext
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The file type is application/pdf.
Whilst until a couple of years ago cardiac pacemakers and neurostimulators were contraindicated in the MRI environment, the advent of 'MRI compatible' pacemakers and other implanted electronic devices ...
In the acute setting, the Ottawa clinical decision rules are accepted to decide whether or not radiographs are needed; leading to 35% less radiographs. ...
The presence of metallic implants within a patient distorts the main static magnetic field of an MRI scanner and can lead to very severe image arteacts that may render the resultant image non-diagnostic ...
doi:10.1007/s13244-016-0474-9
pmid:26873353
pmcid:PMC4762839
fatcat:itxslbcacjhh3kixfkcwmdbt44
ECR 2015 Book of Abstracts - A - Postgraduate Educational Programme
2015
Insights into Imaging
Preserved Fulltext
A copy of this work was available on the public web and has been preserved in the Wayback Machine. The capture dates from 2017; you can also visit the original URL.
The file type is application/pdf.
Whilst until a couple of years ago cardiac pacemakers and neurostimulators were contraindicated in the MRI environment, the advent of 'MRI compatible' pacemakers and other implanted electronic devices ...
In the acute setting, the Ottawa clinical decision rules are accepted to decide whether or not radiographs are needed; leading to 35% less radiographs. ...
The presence of metallic implants within a patient distorts the main static magnetic field of an MRI scanner and can lead to very severe image arteacts that may render the resultant image non-diagnostic ...
doi:10.1007/s13244-015-0386-0
pmid:25708993
pmcid:PMC4349897
fatcat:m7eyvqcwojfpvf3lr5hy6dwjb4
ECR 2013 Book of Abstracts - A - Postgraduate Educational Programme
2013
Insights into Imaging
Preserved Fulltext
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The file type is application/pdf.
Whilst until a couple of years ago cardiac pacemakers and neurostimulators were contraindicated in the MRI environment, the advent of 'MRI compatible' pacemakers and other implanted electronic devices ...
In the acute setting, the Ottawa clinical decision rules are accepted to decide whether or not radiographs are needed; leading to 35% less radiographs. ...
The presence of metallic implants within a patient distorts the main static magnetic field of an MRI scanner and can lead to very severe image arteacts that may render the resultant image non-diagnostic ...
doi:10.1007/s13244-013-0227-y
pmid:23468009
pmcid:PMC3666656
fatcat:yitsk227mba2pl7wcypouf6tz4
Abstracts of the 2018 AANS/CNS Joint Section on Disorders of the Spine and Peripheral Nerves Annual Meeting
2018
Neurosurgical Focus
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The mean ODI 1 year postoperatively of 31.1 was significantly (p = 0.003) less than the mean preoperative ODI of 46.2. ...
The preoperative and postoperative values for the Oswetry Disability Index (ODI) were analyzed to compare outcomes after intervention. ...
Specifically, a deep convolutional neural network was used for the segmentation process. ...
doi:10.3171/2018.3.foc-aspnabstracts
pmid:29517273
fatcat:yyrittpuifdmxlmelipbcvmjry
SU-FF-I-79: Java-Based Plugin for Tomographic Reconstruction for SPECT Data
2006
Medical Physics (Lancaster)
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The average registration error was 30% less for translations along the dimension of tomographic motion than for the other two dimensions. ...
Method and Materials: We simulated the online positioning of an anthropomorphic chest phantom with 6 noncoplanar reference BBs attached. Planning CT data of the phantom were acquired with a G.E. ...
A radial basis function (RBF) based neural network was employed for modeling purpose. ...
doi:10.1118/1.2240759
fatcat:5we2nvgwx5hrxcv2ngufce6obq
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