Top Papers: Medizinische Bildsegmentierung (2011)

Die 50 meistzitierten Arbeiten zu Medizinische Bildsegmentierung aus dem Jahr 2011 (von 4.439 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.

2009 2010 2011 2012

#	Paper	Zitationen
1	A Bayesian model of shape and appearance for subcortical brain segmentation Brian Patenaude, Stephen M. Smith, David N. Kennedy et al. NeuroImage	2.340
2	Semantic contours from inverse detectors Bharath Hariharan, Pablo Arbeláez, Lubomir Bourdev et al. —	1.722
3	A Level Set Method for Image Segmentation in the Presence of Intensity Inhomogeneities With Application to MRI Chunming Li, Rui Huang, Zhaohua Ding et al. IEEE Transactions on Image Processing	1.275
4	Entropy rate superpixel segmentation Ming-Yu Liu, Oncel Tuzel, Srikumar Ramalingam et al. —	1.012
5	Tensor completion and low-n-rank tensor recovery via convex optimization Silvia Gandy, Benjamin Recht, Isao Yamada Inverse Problems	763
6	The wave kernel signature: A quantum mechanical approach to shape analysis Mathieu Aubry, Ulrich Schlickewei, Daniel Cremers —	740
7	Grain detection from 2d and 3d EBSD data—Specification of the MTEX algorithm Florian Bachmann, Ralf Hielscher, Helmut Schaeben Ultramicroscopy	718
8	CPMC: Automatic Object Segmentation Using Constrained Parametric Min-Cuts João Carreira, Cristian Sminchisescu IEEE Transactions on Pattern Analysis and Machine Intelligence	621
9	An Open Source Multivariate Framework for n-Tissue Segmentation with Evaluation on Public Data Brian Avants, Nicholas J. Tustison, Jue Wu et al. Neuroinformatics	612
10	A Survey on Shape Correspondence Oliver van Kaick, Hao Zhang, Ghassan Hamarneh et al. Computer Graphics Forum	605
11	Robust Brain Extraction Across Datasets and Comparison With Publicly Available Methods Juan Eugenio Iglesias, Chengyi Liu, Paul M. Thompson et al. IEEE Transactions on Medical Imaging	598
12	Computer Vision Using Local Binary Patterns Matti Pietikäinen, Abdenour Hadid, Guoying Zhao et al. Computational imaging and vision	568
13	Diffeomorphic registration using geodesic shooting and Gauss–Newton optimisation John Ashburner, Karl Friston NeuroImage	515
14	SPM: A history John Ashburner NeuroImage	511
15	Avoiding asymmetry-induced bias in longitudinal image processing Martin Reuter, Bruce Fischl NeuroImage	491
16	BEaST: Brain extraction based on nonlocal segmentation technique Simon Fristed Eskildsen, Pierrick Coupé, Vladimir Fonov et al. NeuroImage	486
17	Volumetric navigators for prospective motion correction and selective reacquisition in neuroanatomical MRI M. Dylan Tisdall, Aaron T. Hess, Martin Reuter et al. Magnetic Resonance in Medicine	451
18	Image Similarity and Tissue Overlaps as Surrogates for Image Registration Accuracy: Widely Used but Unreliable Torsten Rohlfing IEEE Transactions on Medical Imaging	419
19	A review of atlas-based segmentation for magnetic resonance brain images Mariano Cabezas, Arnau Oliver, Xavier Lladó et al. Computer Methods and Programs in Biomedicine	416
20	Edge Detection Techniques For Image Segmentation R Muthukrishnan, M. Radha International Journal of Computer Science and Information Technology	415
21	Image Segmentation by Probabilistic Bottom-Up Aggregation and Cue Integration Sharon Alpert, Meirav Galun, Achi Brandt et al. IEEE Transactions on Pattern Analysis and Machine Intelligence	404
22	Segmentation of retinal blood vessels using the radial projection and semi-supervised approach Xinge You, Qinmu Peng, Yuan Yuan et al. Pattern Recognition	390
23	Fast Approximate Energy Minimization with Label Costs Andrew Delong, Anton Osokin, Hossam Isack et al. International Journal of Computer Vision	375
24	Fully Automatic Segmentation of Brain Tumor Images Using Support Vector Machine Classification in Combination with Hierarchical Conditional Random Field Regularization Stefan Bauer, Lutz-P. Nolte, Mauricio Reyes Lecture notes in computer science	369
25	A hybrid method for MRI brain image classification Yudong Zhang, Zhengchao Dong, Lenan Wu et al. Expert Systems with Applications	356
26	Evaluating and reducing the impact of white matter lesions on brain volume measurements Marco Battaglini, Mark Jenkinson, Nicola De Stefano Human Brain Mapping	324
27	Construction of a consistent high-definition spatio-temporal atlas of the developing brain using adaptive kernel regression Ahmed Serag, Paul Aljabar, Gareth Ball et al. NeuroImage	320
28	Unsupervised image segmentation evaluation and refinement using a multi-scale approach Brian Alan Johnson, Zhixiao Xie ISPRS Journal of Photogrammetry and Remote Sensing	318
29	The importance of appropriate partial volume correction for PET quantification in Alzheimer’s disease Benjamin A. Thomas, Kjell Erlandsson, Marc Modat et al. European Journal of Nuclear Medicine and Molecular Imaging	316
30	Symmetric diffeomorphic registration of fibre orientation distributions David Raffelt, Jacques‐Donald Tournier, Jürgen Fripp et al. NeuroImage	295
31	Texture Classification from Random Features Liu Li, Paul Fieguth IEEE Transactions on Pattern Analysis and Machine Intelligence	286
32	Tumor-Cut: Segmentation of Brain Tumors on Contrast Enhanced MR Images for Radiosurgery Applications Andaç Hamamcı, N. Kucuk, Kutlay Karaman et al. IEEE Transactions on Medical Imaging	286
33	Markov Random Fields for Vision and Image Processing The MIT Press eBooks	282
34	Distributed cosegmentation via submodular optimization on anisotropic diffusion Gunhee Kim, Eric P. Xing, Li Fei-Fei et al. —	276
35	The Cardiac Atlas Project—an imaging database for computational modeling and statistical atlases of the heart Carissa G. Fonseca, Michael Backhaus, David A. Bluemke et al. Bioinformatics	273
36	A Supervised Patch-Based Approach for Human Brain Labeling François Rousseau, Piotr A. Habas, Colin Studholme IEEE Transactions on Medical Imaging	270
37	Regression Forests for Efficient Anatomy Detection and Localization in CT Studies Antonio Criminisi, Jamie Shotton, Duncan Robertson et al. Lecture notes in computer science	270
38	Non-local Shape Descriptor: A New Similarity Metric for Deformable Multi-modal Registration Mattias P. Heinrich‬, Mark Jenkinson, Manav Bhushan et al. Lecture notes in computer science	269
39	Multilevel thresholding selection based on the artificial bee colony algorithm for image segmentation Ming‐Huwi Horng Expert Systems with Applications	265
40	Optimal Multi-Level Thresholding Based on Maximum Tsallis Entropy via an Artificial Bee Colony Approach Yudong Zhang, Lenan Wu Entropy	251
41	Towards robust and effective shape modeling: Sparse shape composition Shaoting Zhang, Yiqiang Zhan, M. Ali Akber Dewan et al. Medical Image Analysis	248
42	Spatial decision forests for MS lesion segmentation in multi-channel magnetic resonance images Ezequiel Geremia, Olivier Clatz, Bjoern Menze et al. NeuroImage	237
43	Toward Optimal Destriping of MODIS Data Using a Unidirectional Variational Model Marouan Bouali, Saïd Ladjal IEEE Transactions on Geoscience and Remote Sensing	236
44	Hessian-Based Norm Regularization for Image Restoration With Biomedical Applications Stamatios Lefkimmiatis, Aurélien Bourquard, Michaël Unser IEEE Transactions on Image Processing	227
45	From co-saliency to co-segmentation: An efficient and fully unsupervised energy minimization model Kai-Yueh Chang, Tyng-Luh Liu, Shang‐Hong Lai —	220
46	Unsupervised co-segmentation of a set of shapes via descriptor-space spectral clustering Oana Sidi, Oliver van Kaick, Yanir Kleiman et al. —	219
47	Object segmentation in video: A hierarchical variational approach for turning point trajectories into dense regions Peter Ochs, Thomas Brox —	219
48	Automatic Image Registration Through Image Segmentation and SIFT Hernâni Gonçalves, Luís Côrte-Real, José Alberto Gonçalves IEEE Transactions on Geoscience and Remote Sensing	217
49	Discriminative Models for Multi-Class Object Layout Chaitanya Desai, Deva Ramanan, Charless C. Fowlkes International Journal of Computer Vision	212
50	SHREC '11: Robust Feature Detection and Description Benchmark Edmond Boyer, Alexander M. Bronstein, Michael M. Bronstein et al. arXiv (Cornell University)	208

Top Papers: Medizinische Bildsegmentierung (2011)

Verwandte Seiten