Top Papers: Medizinische Bildsegmentierung (2004)

Die 50 meistzitierten Arbeiten zu Medizinische Bildsegmentierung aus dem Jahr 2004 (von 2.604 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.

2002 2003 2004 2005

#	Paper	Zitationen
1	Image processing with ImageJ Michael D. Abràmoff, Paulo Magalhães, Sunanda J. Ram Utrecht University Repository (Utrecht University)	11.899
2	Efficient Graph-Based Image Segmentation Pedro F. Felzenszwalb, Daniel P. Huttenlocher International Journal of Computer Vision	6.144
3	Survey over image thresholding techniques and quantitative performance evaluation B. Sankur Journal of Electronic Imaging	4.538
4	What energy functions can be minimized via graph cuts? Vladimir Kolmogorov, Ramin Zabih IEEE Transactions on Pattern Analysis and Machine Intelligence	3.132
5	Lucas-Kanade 20 Years On: A Unifying Framework Simon Baker, Iain Matthews International Journal of Computer Vision	3.113
6	Non-negative Matrix Factorization with Sparseness Constraints Patrik O. Hoyer Journal of Machine Learning Research	2.631
7	A hybrid approach to the skull stripping problem in MRI Florent Ségonne, Anders M. Dale, Evelina Busa et al. NeuroImage	2.237
8	Pictorial Structures for Object Recognition Pedro F. Felzenszwalb, Daniel P. Huttenlocher International Journal of Computer Vision	2.188
9	Sequence-independent segmentation of magnetic resonance images Bruce Fischl, David H. Salat, André van der Kouwe et al. NeuroImage	2.158
10	Simultaneous Truth and Performance Level Estimation (STAPLE): An Algorithm for the Validation of Image Segmentation Simon K. Warfield, Kelly H. Zou, William M. Wells IEEE Transactions on Medical Imaging	2.034
11	Statistical validation of image segmentation quality based on a spatial overlap index1 Kelly H. Zou, Simon K. Warfield, Aditya Bharatha et al. Academic Radiology	1.805
12	OsiriX: An Open-Source Software for Navigating in Multidimensional DICOM Images Antoine Rosset, Luca Spadola, Osman Ratib Journal of Digital Imaging	1.751
13	Computing Large Deformation Metric Mappings via Geodesic Flows of Diffeomorphisms Mirza Faisal Beg, Michael I. Miller, Alain Trouvé et al. International Journal of Computer Vision	1.688
14	Spectral grouping using the nystrom method Charless C. Fowlkes, Serge Belongie, Fan Chung et al. IEEE Transactions on Pattern Analysis and Machine Intelligence	1.330
15	Lazy snapping Yin Li, Jian Sun, Chi–Keung Tang et al. ACM Transactions on Graphics	1.109
16	Texture analysis of medical images Gabriela Castellano, Leonardo Bonilha, Li M. Li et al. Clinical Radiology	1.031
17	A review of vessel extraction techniques and algorithms Cemil Kirbas, Francis Quek ACM Computing Surveys	881
18	Unbiased diffeomorphic atlas construction for computational anatomy Sarang Joshi, Brad Davis, Matthieu Jomier et al. NeuroImage	855
19	Statistical region merging Richard Nock, Frank Nielsen IEEE Transactions on Pattern Analysis and Machine Intelligence	804
20	Improved Watershed Transform for Medical Image Segmentation Using Prior Information Vicente Grau, Andrea U. J. Mewes, Mariano Alcañíz et al. IEEE Transactions on Medical Imaging	726
21	When Does Non-Negative Matrix Factorization Give a Correct Decomposition into Parts? David L. Donoho, Victoria Stodden Columbia Academic Commons (Columbia University)	708
22	Non-rigid image registration: theory and practice William R. Crum, Thomas Hartkens, David Hill British Journal of Radiology	708
23	An Algorithm for Total Variation Minimization and Applications Antonin Chambolle Journal of Mathematical Imaging and Vision	691
24	Fast and robust parameter estimation for statistical partial volume models in brain MRI Jussi Tohka, Alex Zijdenbos, Alan C. Evans NeuroImage	690
25	A brain tumor segmentation framework based on outlier detection*1 Marcel Prastawa Medical Image Analysis	628
26	The image foresting transform: theory, algorithms, and applications Alexandre X. Falcão, Jorge Stolfi, Roberto Lotufo IEEE Transactions on Pattern Analysis and Machine Intelligence	610
27	Evaluation of atlas selection strategies for atlas-based image segmentation with application to confocal microscopy images of bee brains Torsten Rohlfing, Robert Brandt, Randolf Menzel et al. NeuroImage	573
28	A novel kernelized fuzzy C-means algorithm with application in medical image segmentation Daoqiang Zhang, Songcan Chen Artificial Intelligence in Medicine	540
29	Interactive Image Segmentation Using an Adaptive GMMRF Model Andrew Blake, Carsten Rother, Michael S. Brown et al. Lecture notes in computer science	527
30	Redundant Multiscale Transforms and Their Application for Morphological Component Separation Jean‐Luc Starck, Michael Elad, David L. Donoho Advances in imaging and electron physics	439
31	MR brain image segmentation using an enhanced fuzzy C-means algorithm László Szilágyi, Zoltán Benyó, Sándor Miklós Szilágyi et al. —	438
32	Techniques for image enhancement and segmentation of tomographic images of porous materials Adrian Sheppard, Robert Sok, Holger Averdunk Physica A Statistical Mechanics and its Applications	438
33	Geodesic estimation for large deformation anatomical shape averaging and interpolation Brian Avants, James C. Gee NeuroImage	438
34	Silhouette and stereo fusion for 3D object modeling Carlos Hernández Esteban, Francis Schmitt Computer Vision and Image Understanding	435
35	Design of steerable filters for feature detection using canny-like criteria Mathews Jacob, Michaël Unser IEEE Transactions on Pattern Analysis and Machine Intelligence	406
36	An Approach to Multimodal Biomedical Image Registration Utilizing Particle Swarm Optimization Mark P. Wachowiak, R. Smolikova, Yufeng Zheng et al. IEEE Transactions on Evolutionary Computation	392
37	Optimal Mass Transport for Registration and Warping Steven Haker, Lei Zhu, Allen Tannenbaum et al. International Journal of Computer Vision	387
38	Unified univariate and multivariate random field theory Keith J. Worsley, Jonathan Taylor, Francesco Tomaiuolo et al. NeuroImage	380
39	Combining intensity, edge and shape information for 2D and 3D segmentation of cell nuclei in tissue sections Carolina Wählby, Ida‐Maria Sintorn, Fredrik Erlandsson et al. Journal of Microscopy	355
40	Efficient near-duplicate detection and sub-image retrieval Yongyang Ke —	344
41	A Three-dimensional MRI Atlas of the Mouse Brain with Estimates of the Average and Variability Nataša Žunić Kovačević, Jeff Henderson, Elaine Chan et al. Cerebral Cortex	332
42	Probabilistic segmentation of white matter lesions in MR imaging Petronella Anbeek, Koen L. Vincken, Matthias J.P. van Osch et al. NeuroImage	327
43	A two-step Hilbert transform method for 2D image reconstruction Frédéric Noo, Rolf Clackdoyle, Jed D. Pack Physics in Medicine and Biology	318
44	Content based image retrieval using motif cooccurrence matrix N. Jhanwar, Syomantak Chaudhuri, Guna Seetharaman et al. Image and Vision Computing	294
45	Image Similarity Using Mutual Information of Regions Daniel B. Russakoff, Carlo Tomasi, Torsten Rohlfing et al. Lecture notes in computer science	283
46	Insight into Images —	272
47	Segmentation of 4D cardiac MR images using a probabilistic atlas and the EM algorithm Maria Lorenzo-Valdés Medical Image Analysis	272
48	Fast free-form deformable registration via calculus of variations Weiguo Lu, Ming-Li Chen, G. Olivera et al. Physics in Medicine and Biology	257
49	A thresholding method based on two-dimensional Renyi's entropy Prasanna K. Sahoo, Gurdial Arora Pattern Recognition	255
50	Seeded region growing: an extensive and comparative study Jianping Fan, Guihua Zeng, Mathurin Body et al. Pattern Recognition Letters	254

Top Papers: Medizinische Bildsegmentierung (2004)

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