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Keyword

automatic segmentation

Description: The computational division of images or other data into meaningful regions or components, often used in medical imaging and computer vision.
OpenAlex ID: keywords/automatic-segmentation
3D Slicer as an image computing platform for the Quantitative Imaging Network
2012 · Andriy Fedorov, Reinhard Beichel, et al. · Magnetic Resonance Imaging · 9,042
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Brain tumor segmentation with Deep Neural Networks
2016 · Mohammad Havaei, Axel Davy, et al. · Medical Image Analysis · 3,268
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Current Methods in Medical Image Segmentation
2000 · Dzung L. Pham, Chenyang Xu, et al. · Annual Review of Biomedical Engineering · 2,345
Comparison and Evaluation of Methods for Liver Segmentation From CT Datasets
2009 · T. Heimann, B. van Ginneken, et al. · IEEE Transactions on Medical Imaging · 1,131
Design and validation of Segment - freely available software for cardiovascular image analysis
2010 · Einar Heiberg, Jane Sjögren, et al. · BMC Medical Imaging · 929
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Automated medical image segmentation techniques
2010 · Neeraj Sharma, LalitM Aggarwal · Journal of Medical Physics · 752
A review of segmentation methods in short axis cardiac MR images
2010 · Caroline Petitjean, Jean-Nicolas Dacher · Medical Image Analysis · 739
Automatic segmentation of seven retinal layers in SDOCT images congruent with expert manual segmentation
2010 · Stephanie J. Chiu, Xiao T. Li, et al. · Optics Express · 735
State of the art survey on MRI brain tumor segmentation
2013 · Nelly Gordillo, Eduard Montseny, et al. · Magnetic Resonance Imaging · 697
Measurement of atrophy in multiple sclerosis: pathological basis, methodological aspects and clinical relevance
2002 · D. H. Miller · Brain · 631
Automated volumetry and regional thickness analysis of hippocampal subfields and medial temporal cortical structures in mild cognitive impairment
2014 · Paul A. Yushkevich, John B. Pluta, et al. · Human Brain Mapping · 599
A combined deep-learning and deformable-model approach to fully automatic segmentation of the left ventricle in cardiac MRI
2016 · M.R. Avendi, Arash Kheradvar, et al. · Medical Image Analysis · 593
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A Deep Learning Approach for Brain Tumor Classification and Segmentation Using a Multiscale Convolutional Neural Network
2021 · Francisco Javier Díaz-Pernas, Mario Martínez-Zarzuela, et al. · Healthcare · 558
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A comparison of automated segmentation and manual tracing for quantifying hippocampal and amygdala volumes
2008 · Rajendra A. Morey, Christopher M. Petty, et al. · NeuroImage · 540
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ISLES 2015 - A public evaluation benchmark for ischemic stroke lesion segmentation from multispectral MRI
2016 · Oskar Maier, Bjoern H. Menze, et al. · Medical Image Analysis · 524
Highlights of 30 Annual Conference of Association of Medical Physicists of India (AMPICON-2009).
2010 · S D Sharma · PubMed · 509
Automated segmentation of multiple sclerosis lesions by model outlier detection
2001 · K. Van Leemput, F. Maes, et al. · IEEE Transactions on Medical Imaging · 489
Deep learning approaches to biomedical image segmentation
2020 · Intisar Rizwan I Haque, Jeremiah Neubert · Informatics in Medicine Unlocked · 458
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Scene reconstruction from high spatio-angular resolution light fields
2013 · Changil Kim, Henning Zimmer, et al. · ACM Transactions on Graphics · 440
Modified U-Net (mU-Net) With Incorporation of Object-Dependent High Level Features for Improved Liver and Liver-Tumor Segmentation in CT Images
2019 · Hyunseok Seo, Charles Huang, et al. · IEEE Transactions on Medical Imaging · 432
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Event Segmentation
2007 · Jeffrey M. Zacks, Khena M. Swallow · Current Directions in Psychological Science · 428
Color image segmentation
2003 · Yining Deng, B.S. Manjunath, et al. · IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · 428
BIANCA (Brain Intensity AbNormality Classification Algorithm): A new tool for automated segmentation of white matter hyperintensities
2016 · Ludovica Griffanti, Giovanna Zamboni, et al. · NeuroImage · 415
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Comparison of Segmentation Methods for Melanoma Diagnosis in Dermoscopy Images
2009 · Margarida Silveira, Jacinto C. Nascimento, et al. · IEEE Journal of Selected Topics in Signal Processing · 410
Automated segmentation of hippocampal subfields from ultra‐high resolution in vivo MRI
2009 · Koen Van Leemput, Akram Bakkour, et al. · Hippocampus · 406
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Works count: 10,320
Citation count: 132,600
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