Top Papers: Medizinische Bildsegmentierung (2013)

Die 50 meistzitierten Arbeiten zu Medizinische Bildsegmentierung aus dem Jahr 2013 (von 4.536 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.

2011 2012 2013 2014

#	Paper	Zitationen
1	Invariant Scattering Convolution Networks Joan Bruna, Stéphane Mallat IEEE Transactions on Pattern Analysis and Machine Intelligence	1.610
2	Mitosis Detection in Breast Cancer Histology Images with Deep Neural Networks Dan Cireşan, Alessandro Giusti, Luca Maria Gambardella et al. Lecture notes in computer science	1.545
3	Deformable Medical Image Registration: A Survey Aristeidis Sotiras, Christos Davatzikos, Nikos Paragios IEEE Transactions on Medical Imaging	1.510
4	A survey of MRI-based medical image analysis for brain tumor studies Stefan Bauer, Roland Wiest, Lutz-P. Nolte et al. Physics in Medicine and Biology	999
5	Structured Forests for Fast Edge Detection Piotr Dollár, C. Lawrence Zitnick —	931
6	Low-rank matrix completion using alternating minimization Prateek Jain, Praneeth Netrapalli, Sujay Sanghavi —	867
7	Fast and Accurate Matrix Completion via Truncated Nuclear Norm Regularization Yao Hu, Debing Zhang, Jieping Ye et al. IEEE Transactions on Pattern Analysis and Machine Intelligence	831
8	Image Segmentation in Video Sequences: A Probabilistic Approach Nir Friedman, Stuart Russell arXiv (Cornell University)	830
9	Manopt, a Matlab toolbox for optimization on manifolds Nicolas Boumal, Bamdev Mishra, Pierre-Antoine Absil et al. arXiv (Cornell University)	796
10	Evaluation of prostate segmentation algorithms for MRI: The PROMISE12 challenge Geert Litjens, Róbert Tóth, Wendy van de Ven et al. Medical Image Analysis	788
11	The Design of SimpleITK Bradley Lowekamp, David Chen, Luis Ibáñez et al. Frontiers in Neuroinformatics	725
12	State of the art survey on MRI brain tumor segmentation Nelly Gordillo, E. Montseny, Pilar Sobrevilla Magnetic Resonance Imaging	685
13	Lung Segmentation in Chest Radiographs Using Anatomical Atlases With Nonrigid Registration Sema Candemir, Stefan Jaeger, Kannappan Palaniappan et al. IEEE Transactions on Medical Imaging	645
14	Image Texture Feature Extraction Using GLCM Approach P. Mohanaiah, P. Sathyanarayana, L. GuruKumar —	644
15	Fast parallel image registration on CPU and GPU for diagnostic classification of Alzheimer's disease Denis P. Shamonin Frontiers in Neuroinformatics	593
16	Latent feature representation with stacked auto-encoder for AD/MCI diagnosis Heung‐Il Suk, Seong‐Whan Lee, Dinggang Shen et al. Brain Structure and Function	515
17	What is a good evaluation measure for semantic segmentation? Gabriela Csurka, Diane Larlus, Florent Perronnin —	500
18	A Global Human Settlement Layer From Optical HR/VHR RS Data: Concept and First Results Martino Pesaresi, Huadong Guo, Xavier Blaes et al. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing	454
19	Cuckoo search algorithm and wind driven optimization based study of satellite image segmentation for multilevel thresholding using Kapur’s entropy Ashish Kumar Bhandari, Vineet Kumar Singh, Anil Kumar et al. Expert Systems with Applications	442
20	Rotation, Scaling and Deformation Invariant Scattering for Texture Discrimination Laurent Sifre, Stéphane Mallat —	423
21	Medical image processing on the GPU – Past, present and future Anders Eklund, Paul Dufort, Daniel Forsberg et al. Medical Image Analysis	399
22	A Generalized Laplacian of Gaussian Filter for Blob Detection and Its Applications Hui Kong, Hatice Çınar Akakın, Sanjay E. Sarma IEEE Transactions on Cybernetics	359
23	Spatial Pattern Templates for Recognition of Objects with Regular Structure Radim Tyleček, Radim Šára Lecture notes in computer science	357
24	A study on particle swarm optimization and artificial bee colony algorithms for multilevel thresholding Bahriye Akay Applied Soft Computing	319
25	Multifractal Texture Estimation for Detection and Segmentation of Brain Tumors Atiq Islam, Syed M. S. Reza, Khan M. Iftekharuddin IEEE Transactions on Biomedical Engineering	312
26	Retinal layer segmentation of macular OCT images using boundary classification Andrew Lang, Aaron Carass, Matthew Hauser et al. Biomedical Optics Express	307
27	A Nonlocal Bayesian Image Denoising Algorithm Marc Lebrun, Antoni Buades, Jean‐Michel Morel SIAM Journal on Imaging Sciences	306
28	MRF-Based Deformable Registration and Ventilation Estimation of Lung CT Mattias P. Heinrich‬, Mark Jenkinson, Michael Brady et al. IEEE Transactions on Medical Imaging	304
29	A survey on the magnetic resonance image denoising methods Jitendra Mohan, V. Krishnaveni, Yanhui Guo Biomedical Signal Processing and Control	294
30	A Combined First and Second Order Variational Approach for Image Reconstruction Kostas Papafitsoros, Carola‐Bibiane Schönlieb Journal of Mathematical Imaging and Vision	286
31	Learning Structured Low-Rank Representations for Image Classification Yangmuzi Zhang, Zhuolin Jiang, Larry S. Davis —	283
32	Automated Abdominal Multi-Organ Segmentation With Subject-Specific Atlas Generation Robin Wolz, Chengwen Chu, Kazunari Misawa et al. IEEE Transactions on Medical Imaging	281
33	A High-Resolution Enhancer Atlas of the Developing Telencephalon Axel Visel, Leila Taher, Hani Z. Girgis et al. Cell	276
34	Multi-Atlas Skull-Stripping Jimit Doshi, Güray Erus, Yangming Ou et al. Academic Radiology	262
35	A Morphological Approach to Curvature-Based Evolution of Curves and Surfaces Pablo Márquez-Neila, Luis Baumela, Luis Álvarez IEEE Transactions on Pattern Analysis and Machine Intelligence	258
36	GBM Volumetry using the 3D Slicer Medical Image Computing Platform Jan Egger, Tina Kapur, Andriy Fedorov et al. Scientific Reports	254
37	STEPS: Similarity and Truth Estimation for Propagated Segmentations and its application to hippocampal segmentation and brain parcelation M. Jorge Cardoso, Kelvin K. Leung, Marc Modat et al. Medical Image Analysis	248
38	Three-dimensional solid texture analysis in biomedical imaging: Review and opportunities Adrien Depeursinge, Antonio Foncubierta–Rodríguez, Dimitri Van De Ville et al. Medical Image Analysis	244
39	Texture Indexes and Gray Level Size Zone Matrix Application to Cell Nuclei Classification Guillaume Thibault, Bernard Fertil, Claire Navarro et al. Digital Library of the Belarusian State University (Belarusian State University)	240
40	Multi-scale gray level co-occurrence matrices for texture description Fernando Roberti de Siqueira, William Robson Schwartz, Hélio Pedrini Neurocomputing	238
41	Regression forests for efficient anatomy detection and localization in computed tomography scans Antonio Criminisi, Duncan Robertson, Ender Konukoğlu et al. Medical Image Analysis	237
42	Explicit B-spline regularization in diffeomorphic image registration Nicholas J. Tustison, Brian Avants Frontiers in Neuroinformatics	236
43	Multi-atlas segmentation with joint label fusion and corrective learning—an open source implementation Hongzhi Wang, Paul A. Yushkevich Frontiers in Neuroinformatics	228
44	GrabCut in One Cut Meng Tang, Lena Gorelick, Olga Veksler et al. —	228
45	Manifold Learning of Brain MRIs by Deep Learning Tom Brosch, Roger Tam, Roger Tam Lecture notes in computer science	225
46	Segmentation, Feature Extraction, and Multiclass Brain Tumor Classification Jainy Sachdeva, Vinod Kumar, Indra Gupta et al. Journal of Digital Imaging	223
47	Accurate white matter lesion segmentation by k nearest neighbor classification with tissue type priors (kNN-TTPs) Martijn D. Steenwijk, Petra J. W. Pouwels, Marita Daams et al. NeuroImage Clinical	220
48	Joint 3D Scene Reconstruction and Class Segmentation Christian Häne, Christopher Zach, Andrea Cohen et al. —	215
49	A Splitting Method for Orthogonality Constrained Problems Rongjie Lai, Stanley Osher Journal of Scientific Computing	214
50	A Probabilistic Patch-Based Label Fusion Model for Multi-Atlas Segmentation With Registration Refinement: Application to Cardiac MR Images Wenjia Bai, Wenzhe Shi, Declan P. O’Regan et al. IEEE Transactions on Medical Imaging	212

Top Papers: Medizinische Bildsegmentierung (2013)

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