Top Papers: Medizinische Bildsegmentierung (2001)

Die 50 meistzitierten Arbeiten zu Medizinische Bildsegmentierung aus dem Jahr 2001 (von 1.608 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.

2000 2001 2002

#	Paper	Zitationen
1	Active contours without edges Tony F. Chan, Luminita A. Vese IEEE Transactions on Image Processing	10.242
2	A global optimisation method for robust affine registration of brain images Mark Jenkinson, Stephen M. Smith Medical Image Analysis	7.121
3	Medical image registration David Hill, Philipp G. Batchelor, Mark P. Holden et al. Physics in Medicine and Biology	2.072
4	Color image segmentation: advances and prospects Heng-Da Cheng, X.H. Jiang, Ying Sun et al. Pattern Recognition	1.693
5	Contour and Texture Analysis for Image Segmentation Jitendra Malik, Serge Belongie, Thomas Leung et al. International Journal of Computer Vision	1.082
6	The Mathematics of Computerized Tomography F. Natterer Society for Industrial and Applied Mathematics eBooks	1.003
7	Magnetic Resonance Image Tissue Classification Using a Partial Volume Model David W. Shattuck, S. Sandor-Leahy, Kirt Schaper et al. NeuroImage	955
8	A fast algorithm for multilevel thresholding Ping‐Sung Liao, Tse-Sheng Chen, Pau‐Choo Chung —	948
9	Spatial Normalization of Brain Images with Focal Lesions Using Cost Function Masking Matthew Brett, Alexander Leff, Chris Rorden et al. NeuroImage	921
10	Image analysis by Tchebichef moments Ramakrishnan Mukundan, S. H. Ong, P.A. Lee IEEE Transactions on Image Processing	900
11	Segmentation of vessel-like patterns using mathematical morphology and curvature evaluation F. Zana, J.C. Klein IEEE Transactions on Image Processing	850
12	Curve evolution implementation of the Mumford-Shah functional for image segmentation, denoising, interpolation, and magnification Andy Tsai, Anthony Yezzi, Alan S. Willsky IEEE Transactions on Image Processing	838
13	A new approach for the morphological segmentation of high-resolution satellite imagery Martino Pesaresi, Jón Atli Benediktsson IEEE Transactions on Geoscience and Remote Sensing	820
14	Three-dimensional ultrasound imaging Aaron Fenster, Dónal B. Downey, Héloïse Cardinal Physics in Medicine and Biology	780
15	Edge co-occurrence in natural images predicts contour grouping performance Wilson S. Geisler, J. S. Perry, Boaz J. Super et al. Vision Research	685
16	“Voxel-Based Morphometry” Should Not Be Used with Imperfectly Registered Images Fred L. Bookstein NeuroImage	663
17	On the Canny edge detector Lijun Ding, Ardeshir Goshtasby Pattern Recognition	662
18	Consistent image registration Gary E. Christensen, Hans J. Johnson IEEE Transactions on Medical Imaging	630
19	Spatial transformations of diffusion tensor magnetic resonance images Daniel C. Alexander, Carlo Pierpaoli, Peter J. Basser et al. IEEE Transactions on Medical Imaging	608
20	Automatic image segmentation by integrating color-edge extraction and seeded region growing Jianping Fan, David K. Y. Yau, Ahmed K. Elmagarmid et al. IEEE Transactions on Image Processing	570
21	Reconstructing a 3D structure from serial histological sections Sébastien Ourselin, Alexis Roche, Gérard Subsol et al. Image and Vision Computing	554
22	State of the Art in Shape Matching Remco C. Veltkamp, Michiel Hagedoorn Advances in computer vision and pattern recognition	535
23	Three-dimensional modeling for functional analysis of cardiac images, a review Alejandro F. Frangi, Wiro J. Niessen, Max A. Viergever IEEE Transactions on Medical Imaging	532
24	Bayesian tree-structured image modeling using wavelet-domain hidden Markov models Justin Romberg, Hyeokho Choi, Richard G. Baraniuk IEEE Transactions on Image Processing	504
25	Unimodal thresholding Paul L. Rosin Pattern Recognition	503
26	Automated segmentation of multiple sclerosis lesions by model outlier detection Koen Van Leemput, Frederik Maes, Dirk Vandermeulen et al. IEEE Transactions on Medical Imaging	497
27	The distribution of target registration error in rigid-body point-based registration J. Michael Fitzpatrick, Jay B. West IEEE Transactions on Medical Imaging	452
28	The digital TV filter and nonlinear denoising Tony F. Chan, Stanley Osher, Jianhong Shen IEEE Transactions on Image Processing	442
29	A Unified Statistical Approach to Deformation-Based Morphometry Moo K. Chung, Keith J. Worsley, Tomáš Paus et al. NeuroImage	429
30	<title>Statistical models of appearance for medical image analysis and computer vision</title> T.F. Cootes, Chris Taylor Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE	427
31	Landmark-based elastic registration using approximating thin-plate splines K. Rohr, H. Siegfried Stiehl, Rainer Sprengel et al. IEEE Transactions on Medical Imaging	422
32	Automated Segmentation of MR Images of Brain Tumors Michael R. Kaus, Simon K. Warfield, Arya Nabavi et al. Radiology	416
33	Voxel-Based Morphometry Using the RAVENS Maps: Methods and Validation Using Simulated Longitudinal Atrophy Christos Davatzikos, Ahmet Genç, Dongrong Xu et al. NeuroImage	416
34	Digital Image Processing: Piks Inside William K. Pratt Medical Entomology and Zoology	390
35	Interaction in the segmentation of medical images: A survey Sílvia D. Olabarriaga, A.W.M. Smeulders Medical Image Analysis	379
36	Edge detection with embedded confidence Peter Meer, Bogdan Georgescu IEEE Transactions on Pattern Analysis and Machine Intelligence	379
37	An integrated visualization system for surgical planning and guidance using image fusion and an open MR David T. Gering, Arya Nabavi, Ron Kikinis et al. Journal of Magnetic Resonance Imaging	369
38	Lipsia—a new software system for the evaluation of functional magnetic resonance images of the human brain Gabriele Lohmann, Karsten Müller, Volker Bosch et al. Computerized Medical Imaging and Graphics	366
39	Multiscale image segmentation using wavelet-domain hidden Markov models Hyun-Ho Choi, Richard G. Baraniuk IEEE Transactions on Image Processing	355
40	A Generic Framework for Non-rigid Registration Based on Non-uniform Multi-level Free-Form Deformations Julia A. Schnabel, Daniel Rueckert, M. Quist et al. Lecture notes in computer science	355
41	Fast extraction of minimal paths in 3D images and applications to virtual endoscopy Thomas Deschamps, Laurent D. Cohen Medical Image Analysis	349
42	Three-dimensional computer-aided diagnosis scheme for detection of colonic polyps Hiroyuki Yoshida, Janne J. Näppi IEEE Transactions on Medical Imaging	344
43	A fast direct Fourier-based algorithm for subpixel registration of images Harold S. Stone, M.T. Orchard, Ee‐Chien Chang et al. IEEE Transactions on Geoscience and Remote Sensing	343
44	Registration of 3-d intraoperative MR images of the brain using a finite-element biomechanical model Matthieu Ferrant, A. Nabavi, Benoı̂t Macq et al. IEEE Transactions on Medical Imaging	340
45	Valmet: A New Validation Tool for Assessing and Improving 3D Object Segmentation Guido Gerig, Matthieu Jomier, Miranda Chakos Lecture notes in computer science	339
46	Fast geodesic active contours Roman Goldenberg, Ron Kimmel, Ehud Rivlin et al. IEEE Transactions on Image Processing	333
47	Group Actions, Homeomorphisms, and Matching: A General Framework Michael I. Miller, Laurent Younès International Journal of Computer Vision	333
48	Multistage hybrid active appearance model matching: segmentation of left and right ventricles in cardiac MR images Susan Mitchell, Boudewijn P. F. Lelieveldt, Rob J. van der Geest et al. IEEE Transactions on Medical Imaging	332
49	Empirical Evaluation of Dissimilarity Measures for Color and Texture Yossi Rubner, Jan Puzicha, Carlo Tomasi et al. Computer Vision and Image Understanding	317
50	A Generalized Local Binary Pattern Operator for Multiresolution Gray Scale and Rotation Invariant Texture Classification Timo Ojala, Matti Pietikäinen, Topi Mäenpää Lecture notes in computer science	316

Top Papers: Medizinische Bildsegmentierung (2001)

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