Top Papers: Medizinische Bildsegmentierung (2003)

Die 50 meistzitierten Arbeiten zu Medizinische Bildsegmentierung aus dem Jahr 2003 (von 3.361 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.

2001 2002 2003 2004

#	Paper	Zitationen
1	Image registration methods: a survey Barbara Zitová, Jan Flusser Image and Vision Computing	6.347
2	Automatically Parcellating the Human Cerebral Cortex Bruce Fischl Cerebral Cortex	4.411
3	Mutual-information-based registration of medical images: a survey Josien P. W. Pluim, J. B. Antoine Maintz, Max A. Viergever IEEE Transactions on Medical Imaging	2.872
4	Review of shape representation and description techniques Dengsheng Zhang, Guojun Lu Pattern Recognition	1.842
5	Learning a classification model for segmentation Ren, Malik —	1.750
6	A new point matching algorithm for non-rigid registration Haili Chui, Anand Rangarajan Computer Vision and Image Understanding	1.547
7	Three‐dimensional maximum probability atlas of the human brain, with particular reference to the temporal lobe Alexander Hammers, R. Allom, Matthias J. Koepp et al. Human Brain Mapping	1.316
8	AMIDE: A Free Software Tool for Multimodality Medical Image Analysis Andreas M. Loening, Sanjiv S. Gambhir Molecular Imaging	972
9	Numerical Methods for Image Registration Jan Modersitzki —	918
10	A linear time algorithm for computing exact Euclidean distance transforms of binary images in arbitrary dimensions Calvin R. Maurer, Rensheng Qi, Vijay Raghavan IEEE Transactions on Pattern Analysis and Machine Intelligence	899
11	A shape-based approach to the segmentation of medical imagery using level sets Andy Tsai, Anthony Yezzi, William M. Wells et al. IEEE Transactions on Medical Imaging	895
12	PET-CT image registration in the chest using free-form deformations David Mattes, David R. Haynor, Hubert Vesselle et al. IEEE Transactions on Medical Imaging	874
13	The finite ridgelet transform for image representation N. Minh, Martin Vetterli IEEE Transactions on Image Processing	708
14	Outex - new framework for empirical evaluation of texture analysis algorithms Timo Ojala, Topi Mäenpää, Matti Pietikäinen et al. —	689
15	Adaptive local thresholding by verification-based multithreshold probing with application to vessel detection in retinal images Xiaoyi Jiang, Daniel S. Mojon IEEE Transactions on Pattern Analysis and Machine Intelligence	676
16	Modeling Textures with Total Variation Minimization and Oscillating Patterns in Image Processing Luminita A. Vese, Stanley Osher Journal of Scientific Computing	645
17	Euler's Elastica and Curvature-Based Inpainting Jianhong Shen, Sung Ha Kang, Tony F. Chan SIAM Journal on Applied Mathematics	607
18	Image Decomposition and Restoration Using Total Variation Minimization and the<i>H</i><sup>1</sup> Stanley Osher, Andrés Solé, Luminita A. Vese Multiscale Modeling and Simulation	592
19	Computing geodesics and minimal surfaces via graph cuts Boykov, Kolmogorov —	560
20	Computer-aided detection and classification of microcalcifications in mammograms: a survey Heng-Da Cheng, Xiaopeng Cai, Xiaowei Chen et al. Pattern Recognition	556
21	Clustering appearances of objects under varying illumination conditions J. Ho, Ming-Husang Yang, Jongwoo Lim et al. —	542
22	A versatile wavelet domain noise filtration technique for medical imaging Aleksandra Pižurica, Wilfried Philips, Ignace Lemahieu et al. IEEE Transactions on Medical Imaging	528
23	Statistics of natural images and models Jinggang Huang, D. Mumford —	508
24	Texture classification using wavelet transform S. Arivazhagan, L. Ganesan Pattern Recognition Letters	503
25	Validating cluster size inference: random field and permutation methods Satoru Hayasaka NeuroImage	500
26	Topology preserving level set method for geometric deformable models Xiao Han, Chenyang Xu, Jerry L. Prince IEEE Transactions on Pattern Analysis and Machine Intelligence	494
27	On Advances in Statistical Modeling of Natural Images Anuj Srivastava, A. B. Lee, Eero P. Simoncelli et al. Journal of Mathematical Imaging and Vision	490
28	Fast parametric elastic image registration Jan Kybic, Michaël Unser IEEE Transactions on Image Processing	472
29	Candid covariance-free incremental principal component analysis Juyang Weng, Yilu Zhang, Wey-Shiuan Hwang IEEE Transactions on Pattern Analysis and Machine Intelligence	466
30	Volume-preserving nonrigid registration of MR breast images using free-form deformation with an incompressibility constraint Torsten Rohlfing, Calvin R. Maurer, David A. Bluemke et al. IEEE Transactions on Medical Imaging	434
31	A Bayesian Approach to Unsupervised One-Shot Learning of Object Categories Li Fei-Fei, Rob Fergus, Pietro Perona —	431
32	Medical image registration using mutual information Frederik Maes, Dirk Vandermeulen, Paul Suetens Proceedings of the IEEE	428
33	Color image segmentation Yining Deng, B.S. Manjunath, Hyejin Shin —	427
34	Texture classification: are filter banks necessary? Manik Varma, Andrew Zisserman —	420
35	Linear-time connected-component labeling based on sequential local operations Kenji Suzuki, Isao Horiba, Noboru Sugie Computer Vision and Image Understanding	415
36	Automatic construction of 3-D statistical deformation models of the brain using nonrigid registration Daniel Rueckert, Alejandro F. Frangi, Julia A. Schnabel IEEE Transactions on Medical Imaging	413
37	Measuring tortuosity of the intracerebral vasculature from MRA images E. Bullitt, Guido Gerig, Stephen M. Pizer et al. IEEE Transactions on Medical Imaging	412
38	Nonrigid image registration in shared-memory multiprocessor environments with application to brains, breasts, and bees Torsten Rohlfing, Calvin R. Maurer IEEE Transactions on Information Technology in Biomedicine	410
39	Contourlets: a directional multiresolution image representation N. Minh, Martin Vetterli Proceedings - International Conference on Image Processing	405
40	The adaptive bases algorithm for intensity-based nonrigid image registration Gustavo K. Rohde, Akram Aldroubi, Benoît M. Dawant IEEE Transactions on Medical Imaging	402
41	Synergism in low level vision C. Mario Christoudias, Bogdan Georgescu, Peter Meer —	390
42	Fractional differentiation for edge detection B. Mathieu, Pierre Melchior, A. Oustaloup et al. Signal Processing	376
43	Spatio‐temporal image correlation (STIC): new technology for evaluation of the fetal heart Greggory R. DeVore, P. Falkensammer, Mark Sklansky et al. Ultrasound in Obstetrics and Gynecology	357
44	Morphological classification of brains via high-dimensional shape transformations and machine learning methods Zhiqiang Lao, Dinggang Shen, Zhong Xue et al. NeuroImage	345
45	The dual-bootstrap iterative closest point algorithm with application to retinal image registration Charles V. Stewart, Chia-Ling Tsai, Badrinath Roysam IEEE Transactions on Medical Imaging	342
46	A fully automatic and robust brain MRI tissue classification method Chris A. Cocosco, Alex Zijdenbos, Alan C. Evans Medical Image Analysis	336
47	A level set approach for shape-driven segmentation and tracking of the left ventricle Nikos Paragios IEEE Transactions on Medical Imaging	332
48	Construction of an abdominal probabilistic atlas and its application in segmentation Hyunjin Park, Peyton H. Bland, Chuck Meyer IEEE Transactions on Medical Imaging	330
49	Fast anisotropic gauss filtering Jan‐Mark Geusebroek, A.W.M. Smeulders, Joost van de Weijer IEEE Transactions on Image Processing	327
50	Image Analysis, Random Fields and Markov Chain Monte Carlo Methods Gerhard Winkler —	320

Top Papers: Medizinische Bildsegmentierung (2003)

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