Top Papers: Medizinische Bildsegmentierung (2010)

Die 50 meistzitierten Arbeiten zu Medizinische Bildsegmentierung aus dem Jahr 2010 (von 4.354 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.

2008 2009 2010 2011

#	Paper	Zitationen
1	Contour Detection and Hierarchical Image Segmentation Pablo Arbeláez, Michael Maire, Charless C. Fowlkes et al. IEEE Transactions on Pattern Analysis and Machine Intelligence	5.461
2	A reproducible evaluation of ANTs similarity metric performance in brain image registration Brian Avants, Nicholas J. Tustison, Gang Song et al. NeuroImage	4.932
3	A First-Order Primal-Dual Algorithm for Convex Problems with Applications to Imaging Antonin Chambolle, Thomas Pock Journal of Mathematical Imaging and Vision	4.278
4	Unbiased average age-appropriate atlases for pediatric studies Vladimir Fonov, Alan C. Evans, Kelly N. Botteron et al. NeuroImage	2.379
5	Distance Regularized Level Set Evolution and Its Application to Image Segmentation Chunming Li, Chenyang Xu, Changfeng Gui et al. IEEE Transactions on Image Processing	2.095
6	A Completed Modeling of Local Binary Pattern Operator for Texture Classification Zhenhua Guo, Lei Zhang, David Zhang IEEE Transactions on Image Processing	2.093
7	BoneJ: Free and extensible bone image analysis in ImageJ Michael Doube, Michał M. Kłosowski, Ignacio Arganda‐Carreras et al. Bone	2.017
8	Kernel density estimation via diffusion Z. I. Botev, J. F. Grotowski, D. P. Kroese The Annals of Statistics	1.613
9	Highly accurate inverse consistent registration: A robust approach Martin Reuter, H. Diana Rosas, Bruce Fischl NeuroImage	1.441
10	A Robust Fuzzy Local Information C-Means Clustering Algorithm Stelios Krinidis, Vassilios Chatzis IEEE Transactions on Image Processing	1.094
11	Estimating the age of healthy subjects from T1-weighted MRI scans using kernel methods: Exploring the influence of various parameters Katja Franke, Gabriel Ziegler, Stefan Klöppel et al. NeuroImage	826
12	A review of segmentation methods in short axis cardiac MR images Caroline Petitjean, Jean‐Nicolas Dacher Medical Image Analysis	728
13	A review of 3D/2D registration methods for image-guided interventions Primož Markelj, Dejan Tomaževič, B. Likar et al. Medical Image Analysis	726
14	Deep learning via Hessian-free optimization James Martens —	714
15	3D reconstruction of histological sections: Application to mammary gland tissue Ignacio Arganda‐Carreras, Rodrigo Fernández‐González, Arrate Muñoz‐Barrutia et al. Microscopy Research and Technique	709
16	Patch-based segmentation using expert priors: Application to hippocampus and ventricle segmentation Pierrick Coupé, José V. Manjón, Vladimir Fonov et al. NeuroImage	692
17	On the Role of Sparse and Redundant Representations in Image Processing Michael Elad, Mário A. T. Figueiredo, Yi Ma Proceedings of the IEEE	664
18	Efficient hierarchical graph-based video segmentation Matthias Grundmann, Vivek Kwatra, Mei Han et al. —	630
19	Learning with $\ell ^{1}$-graph for image analysis Bin Cheng, Shuicheng Yan, Shuicheng Yan et al. IEEE Transactions on Image Processing	609
20	Highlights of 30 Annual Conference of Association of Medical Physicists of India (AMPICON-2009). Sanjeev Sharma PubMed	515
21	A Generative Model for Image Segmentation Based on Label Fusion Mert R. Sabuncu, B.T. Thomas Yeo, Koen Van Leemput et al. IEEE Transactions on Medical Imaging	478
22	Computer graphics and image processing Tang Yu Manufacturing Automation	458
23	The Curvelet Transform Jianwei Ma, Gerlind Plonka IEEE Signal Processing Magazine	441
24	Superpixels and Supervoxels in an Energy Optimization Framework Olga Veksler, Yuri Boykov, Paria Mehrani Lecture notes in computer science	440
25	Review of brain MRI image segmentation methods Mohammad Ali Balafar, Abd Rahman Ramli, M. Iqbal Saripan et al. Artificial Intelligence Review	437
26	Discriminative clustering for image co-segmentation Armand Joulin, Francis Bach, Jean Ponce —	437
27	Integrating spatial fuzzy clustering with level set methods for automated medical image segmentation Bing Nan Li, Chee‐Kong Chui, Stephen Chang et al. Computers in Biology and Medicine	437
28	The Discrete Shearlet Transform: A New Directional Transform and Compactly Supported Shearlet Frames Wang‐Q Lim IEEE Transactions on Image Processing	421
29	L 1/2 regularization Zongben Xu, Hai Zhang, Yao Wang et al. Science China Information Sciences	409
30	Geodesic star convexity for interactive image segmentation Varun Gulshan, Carsten Rother, Antonio Criminisi et al. —	409
31	Image Processing: The Fundamentals Μαρία Πέτρου, Panagiota Bosdogianni —	408
32	Fast approximate energy minimization with label costs Andrew Delong, Anton Osokin, Hossam Isack et al. —	406
33	Texture Analysis: A Review of Neurologic MR Imaging Applications Andrea Kassner, Rebecca E. Thornhill American Journal of Neuroradiology	403
34	DRAMMS: Deformable registration via attribute matching and mutual-saliency weighting Yangming Ou, Aristeidis Sotiras, Nikos Paragios et al. Medical Image Analysis	401
35	A fast normalized cross-correlation calculation method for motion estimation Jianwen Luo, Elisa E. Konofagou IEEE Transactions on Ultrasonics Ferroelectrics and Frequency Control	373
36	Restoration of Poissonian Images Using Alternating Direction Optimization M A T Figueiredo, J M Bioucas-Dias IEEE Transactions on Image Processing	353
37	Edge and line oriented contour detection: State of the art Giuseppe Pápari, Nicolai Petkov Image and Vision Computing	353
38	Medical image analysis with artificial neural networks Jianmin Jiang, Paul Trundle, Jinchang Ren Computerized Medical Imaging and Graphics	335
39	Accuracy Assessment Measures for Object-based Image Segmentation Goodness Nicholas Clinton, Ashley Holt, J.M. Scarborough et al. Photogrammetric Engineering & Remote Sensing	331
40	Digital Image Processing and Analysis —	325
41	Intensity-Based Image Registration by Minimizing Residual Complexity Andriy Myronenko, Xubo Song IEEE Transactions on Medical Imaging	320
42	A Partial Intensity Invariant Feature Descriptor for Multimodal Retinal Image Registration Jian Chen, Jie Tian, Noah Lee et al. IEEE Transactions on Biomedical Engineering	306
43	Integral Geometry and Radon Transforms Sigurđur Helgason —	292
44	A dynamic 4D probabilistic atlas of the developing brain Maria Kuklisova‐Murgasova, Paul Aljabar, Latha Srinivasan et al. NeuroImage	285
45	A novel algorithm of image fusion using shearlets Qiguang Miao, Cheng Shi, Pengfei Xu et al. Optics Communications	278
46	Fast Nonconvex Nonsmooth Minimization Methods for Image Restoration and Reconstruction Mila Nikolova, Michael K. Ng, Chi‐Pan Tam IEEE Transactions on Image Processing	275
47	Evaluation of volume-based and surface-based brain image registration methods Arno Klein, Satrajit Ghosh, Brian Avants et al. NeuroImage	274
48	Image Segmentation Using Deformable Models Chenyang Xu, Dzung L. Pham, Jerry L. Prince SPIE eBooks	265
49	Label Fusion in Atlas-Based Segmentation Using a Selective and Iterative Method for Performance Level Estimation (SIMPLE) Thomas Langerak, Uulke A. van der Heide, A.N.T.J. Kotte et al. IEEE Transactions on Medical Imaging	263
50	Nonrigid Image Registration Using Conditional Mutual Information Dirk Loeckx, Pieter Slagmolen, Frederik Maes et al. IEEE Transactions on Medical Imaging	260

Top Papers: Medizinische Bildsegmentierung (2010)

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