Top Papers: Medizinische Bildsegmentierung (2007)

Die 50 meistzitierten Arbeiten zu Medizinische Bildsegmentierung aus dem Jahr 2007 (von 3.737 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.

2005 2006 2007 2008

#	Paper	Zitationen
1	A fast diffeomorphic image registration algorithm John Ashburner NeuroImage	8.197
2	Symmetric diffeomorphic image registration with cross-correlation: Evaluating automated labeling of elderly and neurodegenerative brain Brian Avants, Charles L. Epstein, M GROSSMAN et al. Medical Image Analysis	5.808
3	Digital Image Processing L ROSENTHALER Elsevier eBooks	2.318
4	Pathwise coordinate optimization Jerome H. Friedman, Trevor Hastie, Holger Höfling et al. The Annals of Applied Statistics	1.915
5	An Optimized Blockwise Non Local Means Denoising Filter for 3D Magnetic Resonance Images Pierrick Coupé, Pierre Yger, S. Prima —	1.215
6	Construction of a 3D probabilistic atlas of human cortical structures David W. Shattuck, M. Berk Mirza, Vitria Adisetiyo et al. NeuroImage	1.202
7	Sparse directional image representations using the discrete shearlet transform Glenn R. Easley, Demetrio Labate, Wang‐Q Lim Applied and Computational Harmonic Analysis	1.024
8	Geometrically Accurate Topology-Correction of Cortical Surfaces Using Nonseparating Loops Florent Ségonne, Jenni Pacheco, Bruce Fischl IEEE Transactions on Medical Imaging	1.018
9	Implicit Active Contours Driven by Local Binary Fitting Energy Chunming Li, Chiu‐Yen Kao, John C. Gore et al. —	926
10	Fast Global Minimization of the Active Contour/Snake Model Xavier Bresson, Selim Esedoḡlu, Pierre Vandergheynst et al. Journal of Mathematical Imaging and Vision	859
11	A Review of Methods for Correction of Intensity Inhomogeneity in MRI Uro Vovk, Franjo Pernuš, B. Likar IEEE Transactions on Medical Imaging	834
12	Toward Objective Evaluation of Image Segmentation Algorithms Ranjith Unnikrishnan, Caroline Pantofaru, Martial Hebert IEEE Transactions on Pattern Analysis and Machine Intelligence	795
13	Optimal Step Nonrigid ICP Algorithms for Surface Registration Brian Amberg, Sami Romdhani, Thomas Vetter —	727
14	An Optimal Radial Profile Order Based on the Golden Ratio for Time-Resolved MRI S. Winkelmann, Tobias Schaeffter, Thomas Kœhler et al. IEEE Transactions on Medical Imaging	696
15	A New SURE Approach to Image Denoising: Interscale Orthonormal Wavelet Thresholding Florian Luisier, Thierry Blu, Michaël Unser IEEE Transactions on Image Processing	622
16	Automatic segmentation of cortical and trabecular compartments based on a dual threshold technique for in vivo micro-CT bone analysis Helen R. Buie, Graeme M. Campbell, R. Joshua Klinck et al. Bone	596
17	Fractional-Order Anisotropic Diffusion for Image Denoising Jian Bai, Xiangchu Feng IEEE Transactions on Image Processing	530
18	Unsupervised segmentation of natural images via lossy data compression Allen Y. Yang, John Wright, Yi Ma et al. Computer Vision and Image Understanding	512
19	Digital Image Processing: An Algorithmic Introduction Using Java Wilhelm Burger, Mark J. Burge —	492
20	Image Segmentation by Probabilistic Bottom-Up Aggregation and Cue Integration Sharon Alpert, Meirav Galun, Ronen Basri et al. —	488
21	Nonlocal Linear Image Regularization and Supervised Segmentation Guy Gilboa, Stanley Osher Multiscale Modeling and Simulation	457
22	Voxel-Based Morphometry John Ashburner, Karl Friston Elsevier eBooks	450
23	Optimizing Binary MRFs via Extended Roof Duality Carsten Rother, Vladimir Kolmogorov, Victor Lempitsky et al. —	436
24	Optimized Color Sampling for Robust Matting Jue Wang, Michael F. Cohen —	425
25	Evaluation of Optimization Methods for Nonrigid Medical Image Registration Using Mutual Information and B-Splines Stefan Klein, Marius Staring, Josien P. W. Pluim IEEE Transactions on Image Processing	425
26	Active Contour External Force Using Vector Field Convolution for Image Segmentation Bing Li, Scott T. Acton IEEE Transactions on Image Processing	389
27	Non-parametric Diffeomorphic Image Registration with the Demons Algorithm Tom Vercauteren, Xavier Pennec, Aymeric Perchant et al. Lecture notes in computer science	372
28	Oriented Speckle Reducing Anisotropic Diffusion Karl Krissian, Carl‐Fredrik Westin, Ron Kikinis et al. IEEE Transactions on Image Processing	369
29	Hierarchical Matching of Deformable Shapes Pedro F. Felzenszwalb, Joshua D. Schwartz —	358
30	Computing Local Thickness of 3D Structures with ImageJ Robert P. Dougherty, K-H Kunzelmann Microscopy and Microanalysis	334
31	Palmprint verification based on principal lines De-Shuang Huang, Wei Jia, David Zhang Pattern Recognition	327
32	Image Segmentation Using Active Contours Driven by the Bhattacharyya Gradient Flow Oleg Michailovich, Yogesh Rathi, Allen Tannenbaum IEEE Transactions on Image Processing	318
33	Median Filtering in Constant Time Simon Perreault, P. Hébert IEEE Transactions on Image Processing	312
34	Morphological Component Analysis: An Adaptive Thresholding Strategy J. Bobin, Jean‐Luc Starck, Jalal Fadili et al. IEEE Transactions on Image Processing	311
35	Multilevel thresholding for image segmentation through a fast statistical recursive algorithm Shaveta Arora, Jayadev Acharya, Aditi Verma et al. Pattern Recognition Letters	304
36	Multi-spectral brain tissue segmentation using automatically trained k-Nearest-Neighbor classification Henri A. Vrooman, Chris A. Cocosco, Fedde van der Lijn et al. NeuroImage	304
37	Laplacian Operator-Based Edge Detectors Xin Wang IEEE Transactions on Pattern Analysis and Machine Intelligence	283
38	Improving Spatial Support for Objects via Multiple Segmentations Tomasz Malisiewicz, Anatoly Efros —	280
39	A Seeded Image Segmentation Framework Unifying Graph Cuts And Random Walker Which Yields A New Algorithm Ali Kemal Sinop, Leo Grady —	280
40	A hybrid cooperative–comprehensive learning based PSO algorithm for image segmentation using multilevel thresholding M. Maitra, Amitava Chatterjee Expert Systems with Applications	274
41	Advances in Discrete Tomography and Its Applications Gábor T. Herman Applied and numerical harmonic analysis	270
42	Brain Functional Localization: A Survey of Image Registration Techniques Ali Gholipour, Nasser Kehtarnavaz, Richard W. Briggs et al. IEEE Transactions on Medical Imaging	270
43	Enantiomorphic normalization of focally lesioned brains Parashkev Nachev, Elizabeth Coulthard, Hans Rolf Jäger et al. NeuroImage	268
44	A comparative study of deformable contour methods on medical image segmentation Lei He, Zhigang Peng, Bryan Everding et al. Image and Vision Computing	259
45	Registration of Challenging Image Pairs: Initialization, Estimation, and Decision G. Yang, Charles V. Stewart, Michal Sofka et al. IEEE Transactions on Pattern Analysis and Machine Intelligence	258
46	Deformation Models for Image Recognition Daniel Keysers, Thomas Deselaers, Christian Gollan et al. IEEE Transactions on Pattern Analysis and Machine Intelligence	253
47	A multilevel automatic thresholding method based on a genetic algorithm for a fast image segmentation Kamal Hammouche, Moussa Diaf, Patrick Siarry Computer Vision and Image Understanding	244
48	Evaluation of the effects of Gabor filter parameters on texture classification Francesco Bianconi, Antonio Fernández Pattern Recognition	232
49	Object segmentation using graph cuts based active contours Ning Xu, Narendra Ahuja, Ravi Bansal Computer Vision and Image Understanding	221
50	Statistical Properties of Jacobian Maps and the Realization of Unbiased Large-Deformation Nonlinear Image Registration Alex Leow, Igor Yanovsky, Tony F. Chan et al. IEEE Transactions on Medical Imaging	216

Top Papers: Medizinische Bildsegmentierung (2007)

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