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Segmentation of Intracranial Arterial Calcification with Deeply Supervised Residual Dropout Networks
[article]
2017
arXiv
pre-print
Preserved Fulltext
Intracranial carotid artery calcification (ICAC) is a major risk factor for stroke, and might contribute to dementia and cognitive decline. ...
Automation of ICAC segmentation is therefore highly desirable, but difficult due to the proximity of the lesions to bony structures with a similar attenuation coefficient. ...
Every network is a deeply supervised 3D FCN with
supervision of only > 130 HU voxels. Positions correspond to those in Fig. 1. ...
arXiv:1706.01148v1
fatcat:yyqjaloj5valhmy5xindil7bb4
Automated Segmentation and Volume Measurement of Intracranial Carotid Artery Calcification on Noncontrast CT
2021
Radiology: Artificial Intelligence
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2021 pre-print arXiv:2107.09442v1 fatcat:xhuzveqajbceppfgzq4nj3y4eq
The developed model was capable of automated segmentation and volume quantification of ICAC with accuracy comparable to human experts.Keywords CT, Neural Networks, Carotid Arteries, Calcifications/Calculi ...
To develop and evaluate a fully-automated deep learning-based method for assessment of intracranial internal carotid artery calcification (ICAC). ...
Segmentation of Intracranial Arterial Calcification with Deeply Supervised Residual Dropout Networks. ...
doi:10.1148/ryai.2021200226
pmid:34617024
pmcid:PMC8489463
fatcat:2hv6u2soqbbetjghuseee45efa
Dense Convolutional Network and Its Application in Medical Image Analysis
2022
BioMed Research International
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segmentation, and object detection. ...
The network structures of DenseNet are systematically summarized in this paper, which has certain positive significance for the research and development of DenseNet. ...
[103] proposed ANU-Net combining deeply supervised codec structure and nested segmentation network, designed full resolution nested U-net between codecs, introduced dense connection between nested convolutional ...
doi:10.1155/2022/2384830
pmid:35509707
pmcid:PMC9060995
fatcat:7jp3tmtph5hk5gthgcomeccnte
CARS 2020—Computer Assisted Radiology and Surgery Proceedings of the 34th International Congress and Exhibition, Munich, Germany, June 23–27, 2020
2020
International Journal of Computer Assisted Radiology and Surgery
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the exchange/communication of R&D ideas by means of verbal and written statements made by responsible authors, scrutinized by informed reviewers and utilized by an open-minded audience, with the aim to ...
In the times of COVID-19 overshadowing CARS 2020 and what the future may hold, a CARS meeting with these numbers of participants is not feasible anymore and new ways have to be explored to still fulfill ...
References
References Acknowledgements This
Purpose Angiography is frequently performed during vascular intervention (VI) so that the arteries and the catheter in the body are visualized. ...
doi:10.1007/s11548-020-02171-6
pmid:32514840
fatcat:lyhdb2zfpjcqbf4mmbunddwroq
ECR 2012 Book of Abstracts - A - Postergraduate Educational Programme
2012
Insights into Imaging
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In patients with acute abdomen without history of trauma, the most common diagnoses are ischaemia, inflammation and obstruction. ...
PET-MR produces images with excellent tissue contrast, dynamic and functional information. The simultaneous acquisition of PET and MR images allows temporary correction of dynamic PET studies. ...
The assessment of native coronaries with respect to the progression of CAD may still be problematic in cases with severe calcifications of the native coronary arteries. ...
doi:10.1007/s13244-012-0153-4
pmid:22696127
pmcid:PMC3481066
fatcat:te6ctbtakzh5njsw43geghw3ta
International Journal of Medical Students - Year 2015 - Volume 3 - Supplement 1
2015
International Journal of Medical Students
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International Journal of Medical Students - Year 2015 - Volume 3 - Supplement 1 ...
There weren't significant changes in coronary arteries. The echocardiography revealed akinesis of basal segments, hypokinesis of middle segments of the left ventricle. ...
, tiny punctate calcifications along the bilateral pleural surfaces, multiple nodule calcifications, some with the aspect of eggshell and scarring fibrosis in the lung apices. ...
doi:10.5195/ijms.2015.54
fatcat:abkc4zowffcsxmpw3uuwhhn3le
Induction with Infliximab and a Plant-Based Diet as First-Line (IPF) Therapy for Crohn Disease: A Single-Group Trial
2017
The Permanente Journal
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Atypical presentation of acute angle-closure glaucoma in Maroteaux-Lamy mucopolysaccharidosis with patent prophylactic laser peripheral iridotomy: A case report. Perm J 2017;21:17-012. ...
Acknowledgments This case report was prepared in accordance with the CARE case report guidelines. Kathleen Louden, ELS, of Louden Health Communications provided editorial assistance. ...
This is reflected in the low dropout rates typical of EFT treatment programs; in the 7 studies reported in the meta-analysis of EFT for PTSD, the mean dropout rate was under 10%. 8 We now present two ...
doi:10.7812/tpp/17-009
pmid:29035182
pmcid:PMC5638637
fatcat:agul73c4z5cuvj2aizcu7ykedu