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Segmentation of Intracranial Arterial Calcification with Deeply Supervised Residual Dropout Networks [article]

Gerda Bortsova, Gijs van Tulder, Florian Dubost, Tingying Peng, Nassir Navab, Aad van der Lugt, Daniel Bos, Marleen de Bruijne
2017 arXiv   pre-print
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

Gerda Bortsova, Daniel Bos, Florian Dubost, Meike W. Vernooij, M. Kamran Ikram, Gijs van Tulder, Marleen de Bruijne
2021 Radiology: Artificial Intelligence  
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

Tao Zhou, XinYu Ye, HuiLing Lu, Xiaomin Zheng, Shi Qiu, YunCan Liu, Chen Li
2022 BioMed Research International  
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  
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  
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

Executive Committee of IJMS
2015 International Journal of Medical Students  
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

Mitsuro Chiba
2017 The Permanente Journal  
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