Top Papers: Medizinische Bildsegmentierung (2009)

Die 50 meistzitierten Arbeiten zu Medizinische Bildsegmentierung aus dem Jahr 2009 (von 4.119 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.

2007 2008 2009 2010

#	Paper	Zitationen
1	elastix: A Toolbox for Intensity-Based Medical Image Registration Stefan Klein, Marius Staring, Keelin Murphy et al. IEEE Transactions on Medical Imaging	4.251
2	Accurate and robust brain image alignment using boundary-based registration Douglas N. Greve, Bruce Fischl NeuroImage	3.906
3	Digital Image Processing Mario A. Gomarasca —	2.633
4	Evaluation of 14 nonlinear deformation algorithms applied to human brain MRI registration Arno Klein, Jesper Andersson, Babak A. Ardekani et al. NeuroImage	2.277
5	Image Correlation for Shape, Motion and Deformation Measurements Hubert W. Schreier, Jean‐José Orteu, Michael A. Sutton —	1.791
6	Digital Image Processing Uvais Qidwai, C.H. Chen —	1.709
7	Robust Principal Component Analysis: Exact Recovery of Corrupted Low-Rank Matrices via Convex Optimization John Wright, Arvind Ganesh, Shankar Rao et al. IDEALS (University of Illinois Urbana-Champaign)	1.442
8	Statistical shape models for 3D medical image segmentation: A review Tobias Heimann, Hans-Peter Meinzer Medical Image Analysis	1.390
9	TurboPixels: Fast Superpixels Using Geometric Flows Alex Levinshtein, A. Stere, Kiriakos N. Kutulakos et al. IEEE Transactions on Pattern Analysis and Machine Intelligence	1.134
10	Comparison and Evaluation of Methods for Liver Segmentation From CT Datasets T. Heimann, Bram van Ginneken, Martin Styner et al. IEEE Transactions on Medical Imaging	1.112
11	Adaptive non‐local means denoising of MR images with spatially varying noise levels José V. Manjón, Pierrick Coupé, Luis Martí‐Bonmatí et al. Journal of Magnetic Resonance Imaging	1.110
12	Fast free-form deformation using graphics processing units Marc Modat, Gerard R. Ridgway, Zeike A. Taylor et al. Computer Methods and Programs in Biomedicine	1.073
13	A review of 3D vessel lumen segmentation techniques: Models, features and extraction schemes David Lesage, Elsa D. Angelini, Isabelle Bloch et al. Medical Image Analysis	899
14	Robust Higher Order Potentials for Enforcing Label Consistency Pushmeet Kohli, Ľubor Ladický, Philip H. S. Torr International Journal of Computer Vision	890
15	Multi-atlas based segmentation of brain images: Atlas selection and its effect on accuracy Paul Aljabar, Rolf A. Heckemann, Alexander Hammers et al. NeuroImage	877
16	Markov Random Field Modeling in Image Analysis Stan Z. Li Advances in pattern recognition	828
17	Rotation invariant texture classification using LBP variance (LBPV) with global matching Zhenhua Guo, Lei Zhang, David Zhang Pattern Recognition	797
18	Dominant Local Binary Patterns for Texture Classification Shu Liao, Meng Law, Albert C. S. Chung IEEE Transactions on Image Processing	781
19	Active contours with selective local or global segmentation: A new formulation and level set method Kaihua Zhang, Lei Zhang, Huihui Song et al. Image and Vision Computing	734
20	Active contours driven by local image fitting energy Kaihua Zhang, Huihui Song, Lei Zhang Pattern Recognition	719
21	Moments and Moment Invariants in Pattern Recognition Jan Flusser, Tomáš Suk, Barbara Zitová —	654
22	Class segmentation and object localization with superpixel neighborhoods Brian Fulkerson, Andrea Vedaldi, Stefano Soatto —	653
23	An efficient local Chan–Vese model for image segmentation Xiaofeng Wang, De-Shuang Huang, Huan Xu Pattern Recognition	620
24	Associative hierarchical CRFs for object class image segmentation Ľubor Ladický, Chris Russell, Pushmeet Kohli et al. —	619
25	Auto-Context and Its Application to High-Level Vision Tasks and 3D Brain Image Segmentation Zhuowen Tu, Xiang Bai IEEE Transactions on Pattern Analysis and Machine Intelligence	595
26	A framework for evaluation of deformable image registration spatial accuracy using large landmark point sets Richard Castillo, Edward Castillo, Rudy Guerra et al. Physics in Medicine and Biology	582
27	Computational anatomy with the SPM software John Ashburner Magnetic Resonance Imaging	562
28	An improved box-counting method for image fractal dimension estimation Jian Li, Qian Du, Caixin Sun Pattern Recognition	545
29	Advanced Normalization Tools: V1.0 Brian Avants, Nicholas J. Tustison, Gang Song The Insight Journal	524
30	A Descriptive Algorithm for Sobel Image Edge Detection Olufunke Rebecca Vincent, Olusegun Folorunso Informing Science and IT Education Conference	520
31	Combination Strategies in Multi-Atlas Image Segmentation: Application to Brain MR Data Xabier Artaechevarria, Arrate Muñoz‐Barrutia, Carlos Ortíz-de-Solórzano IEEE Transactions on Medical Imaging	507
32	Fast Convex Optimization Algorithms for Exact Recovery of a Corrupted Low-Rank Matrix Zhouchen Lin, Arvind Ganesh, John Wright et al. IDEALS (University of Illinois Urbana-Champaign)	472
33	Active contours driven by local Gaussian distribution fitting energy Li Wang, Lei He, Arabinda Mishra et al. Signal Processing	463
34	Geometric Applications of the Split Bregman Method: Segmentation and Surface Reconstruction Tom Goldstein, Xavier Bresson, Stanley Osher Journal of Scientific Computing	453
35	From contours to regions: An empirical evaluation Pablo Arbeláez, Michael Maire, Charless C. Fowlkes et al. 2009 IEEE Conference on Computer Vision and Pattern Recognition	442
36	Interactive image segmentation by maximal similarity based region merging Jifeng Ning, Lei Zhang, David Zhang et al. Pattern Recognition	428
37	An Active Contour Model for Segmenting and Measuring Retinal Vessels Bashir Al-Diri, Andrew Hunter, David Steel IEEE Transactions on Medical Imaging	425
38	Rotation Invariant Image Description with Local Binary Pattern Histogram Fourier Features Timo Ahonen, Jiřı́ Matas, Chu He et al. Lecture notes in computer science	409
39	An Improved Algorithm for TV-L 1 Optical Flow Andreas Wedel, Thomas Pock, Christopher Zach et al. Lecture notes in computer science	406
40	Active contours driven by local and global intensity fitting energy with application to brain MR image segmentation Li Wang, Chunming Li, Quansen Sun et al. Computerized Medical Imaging and Graphics	403
41	Image segmentation with a bounding box prior Victor Lempitsky, Pushmeet Kohli, Carsten Rother et al. —	398
42	A mean three-dimensional atlas of the human thalamus: Generation from multiple histological data Axel GÃ ⁄ nther Krauth, Rémi Blanc, Alejandra Poveda et al. NeuroImage	392
43	Non-Euclidean statistics for covariance matrices, with applications to diffusion tensor imaging Ian L. Dryden, Alexey Koloydenko, Diwei Zhou The Annals of Applied Statistics	390
44	Fast and robust multi-atlas segmentation of brain magnetic resonance images Jyrki Lötjönen, Robin Wolz, Juha Koikkalainen et al. NeuroImage	383
45	PROMO: Real‐time prospective motion correction in MRI using image‐based tracking Nathan S. White, Cooper Roddey, Ajit Shankaranarayanan et al. Magnetic Resonance in Medicine	383
46	Results of a Multi-Institution Deformable Registration Accuracy Study (MIDRAS) Kristy K. Brock International Journal of Radiation OncologyBiologyPhysics	360
47	Multi-Atlas-Based Segmentation With Local Decision Fusion—Application to Cardiac and Aortic Segmentation in CT Scans Ivana Išgum, Marius Staring, Annemarieke Rutten et al. IEEE Transactions on Medical Imaging	359
48	An algorithm for minimizing the Mumford-Shah functional Thomas Pock, Daniel Cremers, Horst Bischof et al. —	358
49	Spherical Demons: Fast Diffeomorphic Landmark-Free Surface Registration B.T. Thomas Yeo, Mert R. Sabuncu, Tom Vercauteren et al. IEEE Transactions on Medical Imaging	349
50	Evaluation Framework for Algorithms Segmenting Short Axis Cardiac MRI. Perry Radau, Yingli Lu, Kim A. Connelly et al. —	339

Top Papers: Medizinische Bildsegmentierung (2009)

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