Top Papers: Medizinische Bildsegmentierung (2006)

Die 50 meistzitierten Arbeiten zu Medizinische Bildsegmentierung aus dem Jahr 2006 (von 3.619 insgesamt).

Die automatische Bildsegmentierung ist eine Schlüsseltechnologie für die KI-gestützte Medizin. Algorithmen erkennen und markieren gezielt Organe, Tumore oder Gewebeveränderungen in CT-, MRT- und Ultraschallbildern. Das beschleunigt klinische Workflows und verbessert die Reproduzierbarkeit von Diagnosen. Diese Seite sammelt die wichtigsten Arbeiten aus diesem spezialisierten Forschungsfeld.

2004 2005 2006 2007

#	Paper	Zitationen
1	An automated labeling system for subdividing the human cerebral cortex on MRI scans into gyral based regions of interest Rahul S. Desikan, Florent Ségonne, Bruce Fischl et al. NeuroImage	13.695
2	User-guided 3D active contour segmentation of anatomical structures: Significantly improved efficiency and reliability Paul A. Yushkevich, Joseph Piven, Heather C. Hazlett et al. NeuroImage	8.809
3	Random Walks for Image Segmentation Leo Grady IEEE Transactions on Pattern Analysis and Machine Intelligence	2.606
4	The Image Processing Handbook John C. Russ —	2.108
5	Local Features and Kernels for Classification of Texture and Object Categories: A Comprehensive Study Jianguo Zhang, M. Marszałek, Svetlana Lazebnik et al. International Journal of Computer Vision	1.923
6	Graph Cuts and Efficient N-D Image Segmentation Yuri Boykov, Gareth Funka-Lea International Journal of Computer Vision	1.894
7	Ultrasound image segmentation: a survey J. Alison Noble, Djamal Boukerroui IEEE Transactions on Medical Imaging	1.113
8	Fast and robust fuzzy c-means clustering algorithms incorporating local information for image segmentation Weiling Cai, Songcan Chen, Daoqiang Zhang Pattern Recognition	1.078
9	Algorithms for Finding Global Minimizers of Image Segmentation and Denoising Models Tony F. Chan, Selim Esedoḡlu, Mila Nikolova SIAM Journal on Applied Mathematics	1.043
10	Digital image processing M. Kunt Lecture notes in physics	1.019
11	A Review of Statistical Approaches to Level Set Segmentation: Integrating Color, Texture, Motion and Shape Daniel Cremers, Mikaël Rousson, Rachid Deriche International Journal of Computer Vision	1.008
12	Segmentation of retinal blood vessels by combining the detection of centerlines and morphological reconstruction Ana Maria Mendonc̨a, Aurélio Campilho IEEE Transactions on Medical Imaging	919
13	Automatic anatomical brain MRI segmentation combining label propagation and decision fusion Rolf A. Heckemann, Joseph V. Hajnal, Paul Aljabar et al. NeuroImage	860
14	Generalized Overlap Measures for Evaluation and Validation in Medical Image Analysis William R. Crum, Óscar Cámara, David Hill IEEE Transactions on Medical Imaging	797
15	Intrinsic Statistics on Riemannian Manifolds: Basic Tools for Geometric Measurements Xavier Pennec Journal of Mathematical Imaging and Vision	745
16	Image deformation using moving least squares Scott Schaefer, Travis McPhail, Joe Warren ACM Transactions on Graphics	676
17	Optimal Surface Segmentation in Volumetric Images-A Graph-Theoretic Approach Kang Li, Xiaodong Wu, D.Z. Chen et al. IEEE Transactions on Pattern Analysis and Machine Intelligence	669
18	Structure-Texture Image Decomposition—Modeling, Algorithms, and Parameter Selection Jean–François Aujol, Guy Gilboa, Tony F. Chan et al. International Journal of Computer Vision	625
19	Symmetric Atlasing and Model Based Segmentation: An Application to the Hippocampus in Older Adults Günther Grabner, Andrew L. Janke, Marc M. Budge et al. Lecture notes in computer science	597
20	A Closed Form Solution to Natural Image Matting Anat Levin, Dani Lischinski, Yaakov Weiss —	454
21	Medical Image Segmentation Using K-Means Clustering and Improved Watershed Algorithm H.P. Ng, Sim Heng Ong, Kelvin Weng Chiong Foong et al. —	452
22	Active Surface Approach for Extraction of the Human Cerebral Cortex from MRI Simon Fristed Eskildsen, Lasse Riis Østergaard Lecture notes in computer science	449
23	A Variational Model for P+XS Image Fusion Coloma Ballester, Vicent Caselles, Laura Igual et al. International Journal of Computer Vision	439
24	Supervised Learning of Edges and Object Boundaries Piotr Dollár, Zhuowen Tu, Serge Belongie —	437
25	A Log-Euclidean Framework for Statistics on Diffeomorphisms Vincent Arsigny, Olivier Commowick, Xavier Pennec et al. Lecture notes in computer science	424
26	Optimal Spatial Adaptation for Patch-Based Image Denoising Charles Kervrann, Jérôme Boulanger IEEE Transactions on Image Processing	423
27	A framework for evaluating image segmentation algorithms Jayaram K. Udupa, Vicki R. LeBlanc, Ying Zhuge et al. Computerized Medical Imaging and Graphics	405
28	Discriminative Random Fields Sanjiv Kumar, Martial Hebert International Journal of Computer Vision	391
29	Dominant Sets and Pairwise Clustering Massimiliano Pavan, Marcello Pelillo IEEE Transactions on Pattern Analysis and Machine Intelligence	391
30	Framework for the Statistical Shape Analysis of Brain Structures using SPHARM-PDM. Martin Styner, İpek Oğuz, Shun Xu et al. PubMed	385
31	Geodesic Shooting for Computational Anatomy Michael I. Miller, Alain Trouvé, Laurent Younès Journal of Mathematical Imaging and Vision	363
32	Kernel Density Estimation and Intrinsic Alignment for Shape Priors in Level Set Segmentation Daniel Cremers, Stanley Osher, Stefano Soatto International Journal of Computer Vision	353
33	Invariance properties of Gabor filter-based features-overview and applications Joni‐Kristian Kämäräinen, Ville Kyrki, Heikki Kälviäinen IEEE Transactions on Image Processing	337
34	Consistent and Elastic Registration of Histological Sections Using Vector-Spline Regularization Ignacio Arganda‐Carreras, Carlos Óscar S. Sorzano, R. Marabini et al. Lecture notes in computer science	335
35	Automated Segmentation, Classification, and Tracking of Cancer Cell Nuclei in Time-Lapse Microscopy Xiaojun Chen, Xiao Zhou, Stephen Wong IEEE Transactions on Biomedical Engineering	332
36	Retinal Vessel Centerline Extraction Using Multiscale Matched Filters, Confidence and Edge Measures Michal Sofka, Charles V. Stewart IEEE Transactions on Medical Imaging	329
37	BioImage Suite: An integrated medical image analysis suite: An update Xenophon Papademetris, Marcel P. Jackowski, Nallkkandi Rajeevan et al. The Insight Journal	329
38	Directionlets: anisotropic multidirectional representation with separable filtering Vladan Velisavljević, Baltasar Beferull‐Lozano, Martin Vetterli et al. IEEE Transactions on Image Processing	321
39	Image Processing with ImageJ —	320
40	What Is the Range of Surface Reconstructions from a Gradient Field? Amit Agrawal, Ramesh Raskar, Rama Chellappa Lecture notes in computer science	317
41	Framework for the Statistical Shape Analysis of Brain Structures using SPHARM-PDM Martin Styner, İpek Oğuz, Shun Xu et al. The Insight Journal	316
42	Parameter selection for region‐growing image segmentation algorithms using spatial autocorrelation Giovana Mira de Espíndola, Gilberto Câmara, Ilka Afonso Reis et al. International Journal of Remote Sensing	316
43	Data Fusion and Multicue Data Matching by Diffusion Maps Stéphane Lafon, Yosi Keller, Ronald R. Coifman IEEE Transactions on Pattern Analysis and Machine Intelligence	314
44	The creation of a brain atlas for image guided neurosurgery using serial histological data M. Mallar Chakravarty, Gilles Bertrand, Charles P. Hodge et al. NeuroImage	313
45	Diffeomorphic Registration Using B-Splines Daniel Rueckert, Paul Aljabar, Rolf A. Heckemann et al. Lecture notes in computer science	312
46	User‐friendly semiautomated assembly of accurate image mosaics in microscopy P. Thévenaz, Michaël Unser Microscopy Research and Technique	305
47	An improved matched filter for blood vessel detection of digital retinal images Mohammed Al-Rawi, M. A. Qutaishat, M. Arrar Computers in Biology and Medicine	301
48	A three-dimensional, histological and deformable atlas of the human basal ganglia. I. Atlas construction based on immunohistochemical and MRI data Jérôme Yelnik, Éric Bardinet, Didier Dormont et al. NeuroImage	297
49	The NA-MIC Kit: ITK, VTK, Pipelines, Grids and 3D Slicer as An Open Platform for the Medical Image Computing Community Steven Pieper, Bill Lorensen, W. J. Schroeder et al. —	292
50	Rotation-invariant and scale-invariant Gabor features for texture image retrieval Ju Han, Kai‐Kuang Ma Image and Vision Computing	286

Top Papers: Medizinische Bildsegmentierung (2006)

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