Top Papers: Medizinische Bildsegmentierung (2008)

Die 50 meistzitierten Arbeiten zu Medizinische Bildsegmentierung aus dem Jahr 2008 (von 3.930 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.

2006 2007 2008 2009

#	Paper	Zitationen
1	Threshold-free cluster enhancement: Addressing problems of smoothing, threshold dependence and localisation in cluster inference Stephen M. Smith, Thomas E. Nichols NeuroImage	5.444
2	Minimization of Region-Scalable Fitting Energy for Image Segmentation Chunming Li, Chiu‐Yen Kao, John C. Gore et al. IEEE Transactions on Image Processing	1.700
3	Diffeomorphic demons: Efficient non-parametric image registration Tom Vercauteren, Xavier Pennec, Aymeric Perchant et al. NeuroImage	1.558
4	Digital Image Processing Wilhelm Burger, Mark J. Burge Texts in computer science	1.548
5	Nonlocal Operators with Applications to Image Processing Guy Gilboa, Stanley Osher Multiscale Modeling and Simulation	1.389
6	Localizing Region-Based Active Contours Shawn Lankton, Allen Tannenbaum IEEE Transactions on Image Processing	1.133
7	An image-based modeling framework for patient-specific computational hemodynamics Luca Antiga, Marina Piccinelli, Lorenzo Botti et al. Medical & Biological Engineering & Computing	822
8	Natural Image Denoising with Convolutional Networks Viren Jain, Sebastian Seung —	779
9	Discriminative learned dictionaries for local image analysis Julien Mairal, Francis Bach, Jean Ponce et al. —	725
10	A Survey of Shape Feature Extraction Techniques Mingqiang Yang, Kidiyo Kpalma, Joseph Ronsin InTech eBooks	670
11	MRI denoising using Non-Local Means José V. Manjón, José Carbonell‐Caballero, Juan José Lull et al. Medical Image Analysis	582
12	Object-Based Image Analysis Thomas Blaschke, Stefan Lang, Geoffrey J. Hay et al. Lecture notes in geoinformation and cartography	580
13	Four-Chamber Heart Modeling and Automatic Segmentation for 3-D Cardiac CT Volumes Using Marginal Space Learning and Steerable Features Yefeng Zheng, Adrian Barbu, Bogdan Georgescu et al. IEEE Transactions on Medical Imaging	550
14	Pattern Recognition, Fourth Edition Sergios Theodoridis, Konstantinos Koutroumbas Academic Press eBooks	542
15	2D Euclidean distance transform algorithms Ricardo Fabbri, Luciano da Fontoura Costa, Julio Cesar Torelli et al. ACM Computing Surveys	498
16	Nonlocal Discrete Regularization on Weighted Graphs: A Framework for Image and Manifold Processing Abderrahim Elmoataz, Olivier Lézoray, Sébastien Bougleux IEEE Transactions on Image Processing	456
17	Dense image registration through MRFs and efficient linear programming Ben Glocker, Nikos Komodakis, Georgios Tziritas et al. Medical Image Analysis	426
18	A new method for improving functional-to-structural MRI alignment using local Pearson correlation Ziad S. Saad, Daniel Glen, Gang Chen et al. NeuroImage	425
19	Multi-Class Segmentation with Relative Location Prior Stephen Jay Gould, Jim Rodgers, David S. Cohen et al. International Journal of Computer Vision	409
20	Automatic segmentation of the prostate in 3D MR images by atlas matching using localized mutual information Stefan Klein, Uulke A. van der Heide, Irene M. Lips et al. Medical Physics	409
21	Using contours to detect and localize junctions in natural images Michael Maire, Pablo Arbeláez, Charless C. Fowlkes et al. —	405
22	Automatic detection of diabetic retinopathy exudates from non-dilated retinal images using mathematical morphology methods Akara Sopharak, Bunyarit Uyyanonvara, Sarah Barman et al. Computerized Medical Imaging and Graphics	397
23	Fast dual minimization of the vectorial total variation norm and applications to color image processing Xavier Bresson, Tony F. Chan Inverse Problems and Imaging	396
24	Adaptive Stochastic Gradient Descent Optimisation for Image Registration Stefan Klein, Josien P. W. Pluim, Marius Staring et al. International Journal of Computer Vision	392
25	Digital Image Processing Shashi Shekhar, Hui Xiong Encyclopedia of GIS	387
26	Graph cut based image segmentation with connectivity priors Sara Vicente, Vladimir Kolmogorov, Carsten Rother —	383
27	Superpixel lattices Alastair Moore, Simon J. D. Prince, Jonathan Warrell et al. —	375
28	Multimodality medical image fusion based on multiscale geometric analysis of contourlet transform Lixia Yang, Bingqian Guo, Wei Ni Neurocomputing	373
29	A Review of Geometric Transformations for Nonrigid Body Registration Mark P. Holden IEEE Transactions on Medical Imaging	369
30	More accurate Talairach coordinates for neuroimaging using non-linear registration Cheryl Lacadie, Robert K. Fulbright, Nallakkandi Rajeevan et al. NeuroImage	364
31	Automatic Model-Based Segmentation of the Heart in CT Images Olivier Ecabert, Jörg Peters, H. Schramm et al. IEEE Transactions on Medical Imaging	358
32	Efficient and generalizable statistical models of shape and appearance for analysis of cardiac MRI Alexander Andreopoulos, John K. Tsotsos Medical Image Analysis	358
33	Constructing Sobol Sequences with Better Two-Dimensional Projections Stephen Joe, Frances Y. Kuo SIAM Journal on Scientific Computing	357
34	Wavelets, Ridgelets, and Curvelets for Poisson Noise Removal Bo Zhang, Jalal Fadili, Jean‐Luc Starck IEEE Transactions on Image Processing	349
35	Feature Extraction & Image Processing Mark Nixon, AS Aguado —	340
36	Fast connected-component labeling Lifeng He, Yuyan Chao, Kenji Suzuki et al. Pattern Recognition	336
37	Image Segmentation Based on 2D Otsu Method with Histogram Analysis Jun Zhang, Jinglu Hu —	327
38	Lesion identification using unified segmentation-normalisation models and fuzzy clustering Mohamed L. Seghier, Anil Ramlackhansingh, Jenny Crinion et al. NeuroImage	321
39	Compressive Sensing for Background Subtraction Volkan Cevher, Aswin C. Sankaranarayanan, Marco F. Duarte et al. Lecture notes in computer science	312
40	Geodesic Matting: A Framework for Fast Interactive Image and Video Segmentation and Matting Bai Xue, Guillermo Sapiro International Journal of Computer Vision	311
41	Noise and Signal Estimation in Magnitude MRI and Rician Distributed Images: A LMMSE Approach Santiago Aja‐Fernández, Carlos Alberola‐López, C.-F. Westin IEEE Transactions on Image Processing	308
42	Automated gland and nuclei segmentation for grading of prostate and breast cancer histopathology Shivang Naik, Scott Doyle, Shannon C. Agner et al. —	306
43	Segmentation of Clustered Nuclei With Shape Markers and Marking Function Jierong Cheng, Jagath C. Rajapakse IEEE Transactions on Biomedical Engineering	303
44	Real-time MRI-TRUS fusion for guidance of targeted prostate biopsies Sheng Xu, Jochen Kruecker, Barış Türkbey et al. Computer Aided Surgery	299
45	A Nonlinear Inverse Scale Space Method for a Convex Multiplicative Noise Model Pei Li, Stanley Osher SIAM Journal on Imaging Sciences	296
46	Star Shape Prior for Graph-Cut Image Segmentation Olga Veksler Lecture notes in computer science	291
47	Optimizing two-pass connected-component labeling algorithms Kesheng Wu, Ekow Otoo, Kenji Suzuki Pattern Analysis and Applications	283
48	Segmentation of Pulmonary Nodules in Thoracic CT Scans: A Region Growing Approach Jamshid Dehmeshki, H. Amin, M. Valdivieso et al. IEEE Transactions on Medical Imaging	279
49	GeoS: Geodesic Image Segmentation Antonio Criminisi, Toby Sharp, Andrew Blake Lecture notes in computer science	268
50	Registration based cortical thickness measurement Sandhitsu R. Das, Brian Avants, Murray Grossman et al. NeuroImage	262

Top Papers: Medizinische Bildsegmentierung (2008)

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