Top Papers: Medizinische Bildsegmentierung (2012)

Die 50 meistzitierten Arbeiten zu Medizinische Bildsegmentierung aus dem Jahr 2012 (von 4.470 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.

2010 2011 2012 2013

#	Paper	Zitationen
1	SLIC Superpixels Compared to State-of-the-Art Superpixel Methods Radhakrishna Achanta, Anil Shaji, Kevin Smith et al. IEEE Transactions on Pattern Analysis and Machine Intelligence	8.955
2	Learning Hierarchical Features for Scene Labeling Clément Farabet, Camille Couprie, Laurent Najman et al. IEEE Transactions on Pattern Analysis and Machine Intelligence	2.701
3	Five Years of GWAS Discovery Peter M. Visscher, Matthew A. Brown, Mark I. McCarthy et al. The American Journal of Human Genetics	2.527
4	Within-subject template estimation for unbiased longitudinal image analysis Martin Reuter, Nicholas J. Schmansky, H. Diana Rosas et al. NeuroImage	2.402
5	Image denoising: Can plain neural networks compete with BM3D? H. Burger, Christian J. Schuler, Stefan Harmeling —	1.344
6	Study and comparison of various image edge detection techniques Nidhi Chandrakar, Devanand Bhonsle International Journal of Managment, IT and Engineering	859
7	Multi-Atlas Segmentation with Joint Label Fusion Hongzhi Wang, Jung W. Suh, Sandhitsu R. Das et al. IEEE Transactions on Pattern Analysis and Machine Intelligence	818
8	LSD: a Line Segment Detector Rafael Grompone von Gioi, Jérémie Jakubowicz, Jean‐Michel Morel et al. Image Processing On Line	808
9	Pedro F. Felzenszwalb, Daniel P. Huttenlocher Theory of Computing	786
10	Age-specific CT and MRI templates for spatial normalization Chris Rorden, Leonardo Bonilha, Julius Fridriksson et al. NeuroImage	741
11	Cortical thickness and central surface estimation Robert Dahnke, Rachel A. Yotter, Christian Gaser NeuroImage	712
12	Medical image registration: a review Francisco P. M. Oliveira, João Manuel R. S. Tavares Computer Methods in Biomechanics & Biomedical Engineering	705
13	MIND: Modality independent neighbourhood descriptor for multi-modal deformable registration Mattias P. Heinrich‬, Mark Jenkinson, Manav Bhushan et al. Medical Image Analysis	673
14	3-D Object Retrieval and Recognition With Hypergraph Analysis Yue Gao, Meng Wang, Dacheng Tao et al. IEEE Transactions on Image Processing	635
15	Segmentation Propagation in ImageNet Daniel Kuettel, Matthieu Guillaumin, Vittorio Ferrari Lecture notes in computer science	604
16	ImageJ: Image processing and analysis in Java Wayne Rasband Astrophysics Source Code Library	538
17	Wasserstein Barycenter and Its Application to Texture Mixing Julien Rabin, Gabriel Peyré, Julie Delon et al. Lecture notes in computer science	494
18	Stacked Autoencoders for Unsupervised Feature Learning and Multiple Organ Detection in a Pilot Study Using 4D Patient Data Hoo-Chang Shin, Matthew Orton, David J. Collins et al. IEEE Transactions on Pattern Analysis and Machine Intelligence	494
19	SEEDS: Superpixels Extracted via Energy-Driven Sampling Michael Van den Bergh, Xavier Boix, Gemma Roig et al. Lecture notes in computer science	462
20	A study on particle swarm optimization and artificial bee colony algorithms for multilevel thresholding Bahriye Akay Applied Soft Computing	397
21	A survey of graph theoretical approaches to image segmentation Bo Peng, Lei Zhang, David Zhang Pattern Recognition	388
22	Histology image analysis for carcinoma detection and grading Lei He, L. Rodney Long, Sameer Antani et al. Computer Methods and Programs in Biomedicine	377
23	Performing label-fusion-based segmentation using multiple automatically generated templates M. Mallar Chakravarty, Patrick E. Steadman, Matthijs C. van Eede et al. Human Brain Mapping	370
24	Image restoration: Total variation, wavelet frames, and beyond Jian‐Feng Cai, Bin Dong, Stanley Osher et al. Journal of the American Mathematical Society	351
25	Convex optimization problem prototyping for image reconstruction in computed tomography with the Chambolle–Pock algorithm Emil Y Sidky, Jakob H Jørgensen, Xiaochuan Pan Physics in Medicine and Biology	341
26	Extended local binary patterns for texture classification Li Liu, Lingjun Zhao, Yunli Long et al. Image and Vision Computing	336
27	A New Statistical-Based Kurtosis Wavelet Energy Feature for Texture Recognition of SAR Images Gholamreza Akbarizadeh IEEE Transactions on Geoscience and Remote Sensing	310
28	Ensemble sparse classification of Alzheimer's disease Manhua Liu, Daoqiang Zhang, Dinggang Shen NeuroImage	305
29	Predicting Future Clinical Changes of MCI Patients Using Longitudinal and Multimodal Biomarkers Daoqiang Zhang, Dinggang Shen, Alzheimer's Disease Neuroimaging Initiative PLoS ONE	295
30	Segmentation using superpixels: A bipartite graph partitioning approach Zhenguo Li, Xiao-Ming Wu, Shih‐Fu Chang —	293
31	Completed Local Binary Count for Rotation Invariant Texture Classification Yang Zhao, De-Shuang Huang, Jia Wei IEEE Transactions on Image Processing	291
32	Multi-class cosegmentation A. Joulin, Francis Bach, Jean Ponce —	286
33	Extraction of Airways From CT (EXACT'09) Pechin Lo, Bram van Ginneken, Joseph M. Reinhardt et al. IEEE Transactions on Medical Imaging	284
34	TILT: Transform Invariant Low-Rank Textures Zhengdong Zhang, Arvind Ganesh, Liang Xiao et al. International Journal of Computer Vision	281
35	The INIA19 Template and NeuroMaps Atlas for Primate Brain Image Parcellation and Spatial Normalization Torsten Rohlfing, Christopher D. Kroenke, Edith V. Sullivan et al. Frontiers in Neuroinformatics	271
36	Rudin-Osher-Fatemi Total Variation Denoising using Split Bregman Pascal Getreuer Image Processing On Line	261
37	Decision Forests for Tissue-Specific Segmentation of High-Grade Gliomas in Multi-channel MR Darko Zikic, Ben Glocker, Ender Konukoğlu et al. Lecture notes in computer science	260
38	Decoupling algorithms from schedules for easy optimization of image processing pipelines Jonathan Ragan‐Kelley, Andrew Adams, Sylvain Paris et al. ACM Transactions on Graphics	250
39	Accurate subpixel edge location based on partial area effect Agustín Trujillo, Karl Krissian, Miguel Alemán-Flores et al. Image and Vision Computing	250
40	A software tool for automatic classification and segmentation of 2D/3D medical images Michał Strzelecki, Piotr M. Szczypiński, Andrzej Materka et al. Nuclear Instruments and Methods in Physics Research Section A Accelerators Spectrometers Detectors and Associated Equipment	248
41	GLCM Textural Features for Brain Tumor Classification Nitish Zulpe, Vrushsen P. Pawar —	248
42	An Integrated Region-, Boundary-, Shape-Based Active Contour for Multiple Object Overlap Resolution in Histological Imagery Sawal Hamid Md Ali, Anant Madabhushi IEEE Transactions on Medical Imaging	243
43	A local region-based Chan–Vese model for image segmentation Shigang Liu, Yali Peng Pattern Recognition	240
44	Detection and Segmentation of Cell Nuclei in Virtual Microscopy Images: A Minimum-Model Approach Stephan Wienert, Daniel Heim, Kai Saeger et al. Scientific Reports	235
45	Discriminatively Trained Sparse Code Gradients for Contour Detection Xiaofeng Ren, Liefeng Bo Neural Information Processing Systems	232
46	An Efficient Brain Tumor Detection Algorithm Using Watershed & Thresholding Based Segmentation Anam Mustaqeem, Javed Ali, Tehseen Fatima International Journal of Image Graphics and Signal Processing	219
47	Non-local statistical label fusion for multi-atlas segmentation Andrew J. Asman, Bennett A. Landman Medical Image Analysis	216
48	GLISTR: Glioma Image Segmentation and Registration Ali Gooya, Kilian M. Pohl, Michel Bilello et al. IEEE Transactions on Medical Imaging	212
49	First and Second Order Statistics Features for Classification of Magnetic Resonance Brain Images Namita Aggarwal, Rajeev Agrawal Journal of Signal and Information Processing	211
50	Generic Methods for Optimization-Based Modeling Justin Domke —	209

Top Papers: Medizinische Bildsegmentierung (2012)

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