Top Papers: Medizinische Bildsegmentierung (2010)

Die 50 meistzitierten Arbeiten zu Medizinische Bildsegmentierung aus dem Jahr 2010 (von 4.419 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	5.507
2	A reproducible evaluation of ANTs similarity metric performance in brain image registration Brian Avants, Nicholas J. Tustison, Gang Song et al. NeuroImage	5.007
3	A First-Order Primal-Dual Algorithm for Convex Problems with Applications to Imaging Antonin Chambolle, Thomas Pock Journal of Mathematical Imaging and Vision	4.324
4	Unbiased average age-appropriate atlases for pediatric studies Vladimir Fonov, Alan C. Evans, Kelly N. Botteron et al. NeuroImage	2.410
5	A Completed Modeling of Local Binary Pattern Operator for Texture Classification Zhenhua Guo, Lei Zhang, David Zhang IEEE Transactions on Image Processing	2.104
6	Distance Regularized Level Set Evolution and Its Application to Image Segmentation Chunming Li, Chenyang Xu, Changfeng Gui et al. IEEE Transactions on Image Processing	2.100
7	BoneJ: Free and extensible bone image analysis in ImageJ Michael Doube, Michał M. Kłosowski, Ignacio Arganda‐Carreras et al. Bone	2.033
8	Kernel density estimation via diffusion Z. I. Botev, J. F. Grotowski, D. P. Kroese The Annals of Statistics	1.624
9	Highly accurate inverse consistent registration: A robust approach Martin Reuter, H. Diana Rosas, Bruce Fischl NeuroImage	1.460
10	A Robust Fuzzy Local Information C-Means Clustering Algorithm Stelios Krinidis, Vassilios Chatzis IEEE Transactions on Image Processing	1.099
11	The Convex Geometry of Linear Inverse Problems Venkat Chandrasekaran, Benjamin Recht, P. A. Parrilo et al. —	1.019
12	Design and validation of Segment - freely available software for cardiovascular image analysis Einar Heiberg, Jane Sjögren, Martin Ugander et al. BMC Medical Imaging	914
13	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	840
14	A review of segmentation methods in short axis cardiac MR images Caroline Petitjean, Jean‐Nicolas Dacher Medical Image Analysis	731
15	A review of 3D/2D registration methods for image-guided interventions Primož Markelj, Dejan Tomaževič, B. Likar et al. Medical Image Analysis	730
16	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	723
17	Deep learning via Hessian-free optimization James Martens —	715
18	Patch-based segmentation using expert priors: Application to hippocampus and ventricle segmentation Pierrick Coupé, José V. Manjón, Vladimir Fonov et al. NeuroImage	697
19	On the Role of Sparse and Redundant Representations in Image Processing Michael Elad, Mário A. T. Figueiredo, Yi Ma Proceedings of the IEEE	668
20	Efficient hierarchical graph-based video segmentation Matthias Grundmann, Vivek Kwatra, Mei Han et al. —	630
21	Learning with $\ell ^{1}$-graph for image analysis Bin Cheng, Jianchao Yang, Shuicheng Yan et al. IEEE Transactions on Image Processing	610
22	A high-level 3D visualization API for Java and ImageJ Benjamin Schmid, Johannes Schindelin, Albert Cardona et al. BMC Bioinformatics	570
23	Highlights of 30 Annual Conference of Association of Medical Physicists of India (AMPICON-2009). Sanjeev Sharma PubMed	516
24	Local binary patterns variants as texture descriptors for medical image analysis Loris Nanni, Alessandra Lumini, Sheryl Brahnam Artificial Intelligence in Medicine	499
25	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	480
26	Computer graphics and image processing Tang Yu Manufacturing Automation	458
27	The Curvelet Transform Jianwei Ma, Gerlind Plonka IEEE Signal Processing Magazine	443
28	Superpixels and Supervoxels in an Energy Optimization Framework Olga Veksler, Yuri Boykov, Paria Mehrani Lecture notes in computer science	441
29	Discriminative clustering for image co-segmentation Armand Joulin, Francis Bach, Jean Ponce —	440
30	Review of brain MRI image segmentation methods Mohammad Ali Balafar, Abd Rahman Ramli, M. Iqbal Saripan et al. Artificial Intelligence Review	437
31	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
32	The Discrete Shearlet Transform: A New Directional Transform and Compactly Supported Shearlet Frames Wang‐Q Lim IEEE Transactions on Image Processing	424
33	L 1/2 regularization Zongben Xu, Hai Zhang, Yao Wang et al. Science China Information Sciences	416
34	Geodesic star convexity for interactive image segmentation Varun Gulshan, Carsten Rother, Antonio Criminisi et al. —	410
35	Texture Analysis: A Review of Neurologic MR Imaging Applications Andrea Kassner, Rebecca E. Thornhill American Journal of Neuroradiology	409
36	Image Processing: The Fundamentals Μαρία Πέτρου, Costas Petrou —	408
37	DRAMMS: Deformable registration via attribute matching and mutual-saliency weighting Yangming Ou, Aristeidis Sotiras, Nikos Paragios et al. Medical Image Analysis	407
38	Fast approximate energy minimization with label costs Andrew Delong, Anton Osokin, Hossam Isack et al. —	406
39	A fast normalized cross-correlation calculation method for motion estimation Jianwen Luo, Elisa E. Konofagou IEEE Transactions on Ultrasonics Ferroelectrics and Frequency Control	374
40	Restoration of Poissonian Images Using Alternating Direction Optimization M A T Figueiredo, J M Bioucas-Dias IEEE Transactions on Image Processing	356
41	Edge and line oriented contour detection: State of the art Giuseppe Pápari, Nicolai Petkov Image and Vision Computing	355
42	Medical image analysis with artificial neural networks Jianmin Jiang, Paul Trundle, Jinchang Ren Computerized Medical Imaging and Graphics	338
43	Restoration of Poissonian images using alternating direction optimization Mário A. T. Figueiredo, José M. Bioucas-dias —	336
44	Accuracy Assessment Measures for Object-based Image Segmentation Goodness Nicholas Clinton, Ashley Holt, J.M. Scarborough et al. Photogrammetric Engineering & Remote Sensing	332
45	Digital Image Processing and Analysis —	325
46	Intensity-Based Image Registration by Minimizing Residual Complexity Andriy Myronenko, Xubo Song IEEE Transactions on Medical Imaging	324
47	A Partial Intensity Invariant Feature Descriptor for Multimodal Retinal Image Registration Jian Chen, Jie Tian, Noah Lee et al. IEEE Transactions on Biomedical Engineering	307
48	Integral Geometry and Radon Transforms Sigurđur Helgason —	293
49	A dynamic 4D probabilistic atlas of the developing brain Maria Kuklisova‐Murgasova, Paul Aljabar, Latha Srinivasan et al. NeuroImage	286
50	A novel algorithm of image fusion using shearlets Qiguang Miao, Cheng Shi, Pengfei Xu et al. Optics Communications	278

Top Papers: Medizinische Bildsegmentierung (2010)

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