Top Papers: Medizinische Bildsegmentierung (2013)

Invariant Scattering Convolution Networks

Joan Bruna, Stéphane Mallat

IEEE Transactions on Pattern Analysis and Machine Intelligence

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

Deformable Medical Image Registration: A Survey

Aristeidis Sotiras, Christos Davatzikos, Nikos Paragios

IEEE Transactions on Medical Imaging

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

Structured Forests for Fast Edge Detection

Piotr Dollár, C. Lawrence Zitnick

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Low-rank matrix completion using alternating minimization

Prateek Jain, Praneeth Netrapalli, Sujay Sanghavi

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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

Image Segmentation in Video Sequences: A Probabilistic Approach

Nir Friedman, Stuart Russell

arXiv (Cornell University)

Manopt, a Matlab toolbox for optimization on manifolds

Nicolas Boumal, Bamdev Mishra, Pierre-Antoine Absil et al.

arXiv (Cornell University)

Evaluation of prostate segmentation algorithms for MRI: The PROMISE12 challenge

Geert Litjens, Róbert Tóth, Wendy van de Ven et al.

Medical Image Analysis

The Design of SimpleITK

Bradley Lowekamp, David Chen, Luis Ibáñez et al.

Frontiers in Neuroinformatics

State of the art survey on MRI brain tumor segmentation

Nelly Gordillo, E. Montseny, Pilar Sobrevilla

Magnetic Resonance Imaging

Lung Segmentation in Chest Radiographs Using Anatomical Atlases With Nonrigid Registration

Sema Candemir, Stefan Jaeger, Kannappan Palaniappan et al.

IEEE Transactions on Medical Imaging

Image Texture Feature Extraction Using GLCM Approach

P. Mohanaiah, P. Sathyanarayana, L. GuruKumar

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Fast parallel image registration on CPU and GPU for diagnostic classification of Alzheimer's disease

Denis P. Shamonin

Frontiers in Neuroinformatics

Latent feature representation with stacked auto-encoder for AD/MCI diagnosis

The Alzheimer’s Disease Neuroimaging Initiative, Heung‐Il Suk, Seong‐Whan Lee et al.

Brain Structure and Function

What is a good evaluation measure for semantic segmentation?

Gabriela Csurka, Diane Larlus, Florent Perronnin

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A Global Human Settlement Layer From Optical HR/VHR RS Data: Concept and First Results

Martino Pesaresi, Guo Huadong, Xavier Blaes et al.

IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

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

Rotation, Scaling and Deformation Invariant Scattering for Texture Discrimination

Laurent Sifre, Stéphane Mallat

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Medical image processing on the GPU – Past, present and future

Anders Eklund, Paul Dufort, Daniel Forsberg et al.

Medical Image Analysis

A Generalized Laplacian of Gaussian Filter for Blob Detection and Its Applications

Hui Kong, Hatice Çınar Akakın, Sanjay E. Sarma

IEEE Transactions on Cybernetics

Spatial Pattern Templates for Recognition of Objects with Regular Structure

Radim Tyleček, Radim Šára

Lecture notes in computer science

A study on particle swarm optimization and artificial bee colony algorithms for multilevel thresholding

Bahriye Akay

Applied Soft Computing

Multifractal Texture Estimation for Detection and Segmentation of Brain Tumors

Atiq Islam, Syed M. S. Reza, Khan M. Iftekharuddin

IEEE Transactions on Biomedical Engineering

The Virtual Skeleton Database: An Open Access Repository for Biomedical Research and Collaboration

Michael Kistler, Serena Bonaretti, Marcel Pfahrer et al.

Journal of Medical Internet Research

Retinal layer segmentation of macular OCT images using boundary classification

Andrew Lang, Aaron Carass, Matthew Hauser et al.

Biomedical Optics Express

A Nonlocal Bayesian Image Denoising Algorithm

Marc Lebrun, Antoni Buades, Jean‐Michel Morel

SIAM Journal on Imaging Sciences

MRF-Based Deformable Registration and Ventilation Estimation of Lung CT

Mattias P. Heinrich‬, Mark Jenkinson, Michael Brady et al.

IEEE Transactions on Medical Imaging

A survey on the magnetic resonance image denoising methods

Jitendra Mohan, V. Krishnaveni, Yanhui Guo

Biomedical Signal Processing and Control

A Combined First and Second Order Variational Approach for Image Reconstruction

Kostas Papafitsoros, Carola‐Bibiane Schönlieb

Journal of Mathematical Imaging and Vision

Learning Structured Low-Rank Representations for Image Classification

Yangmuzi Zhang, Zhuolin Jiang, Larry S. Davis

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Automated Abdominal Multi-Organ Segmentation With Subject-Specific Atlas Generation

Robin Wolz, Chengwen Chu, Kazunari Misawa et al.

IEEE Transactions on Medical Imaging

A High-Resolution Enhancer Atlas of the Developing Telencephalon

Axel Visel, Leila Taher, Hani Z. Girgis et al.

Cell

Multi-Atlas Skull-Stripping

Jimit Doshi, Güray Erus, Yangming Ou et al.

Academic Radiology

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

GBM Volumetry using the 3D Slicer Medical Image Computing Platform

Jan Egger, Tina Kapur, Andriy Fedorov et al.

Scientific Reports

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

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

Multi-scale gray level co-occurrence matrices for texture description

Fernando Roberti de Siqueira, William Robson Schwartz, Hélio Pedrini

Neurocomputing

APP2: automatic tracing of 3D neuron morphology based on hierarchical pruning of a gray-weighted image distance-tree

Hang Xiao, Hanchuan Peng

Bioinformatics

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)

Multiview hessian regularization for image annotation

Liu, W, Tao, D

UTS ePRESS (University of Technology Sydney)

Explicit B-spline regularization in diffeomorphic image registration

Nicholas J. Tustison, Brian Avants

Frontiers in Neuroinformatics

Regression forests for efficient anatomy detection and localization in computed tomography scans

Antonio Criminisi, Duncan Robertson, Ender Konukoğlu et al.

Medical Image Analysis

Multi-atlas segmentation with joint label fusion and corrective learning—an open source implementation

Hongzhi Wang, Paul A. Yushkevich

Frontiers in Neuroinformatics

GrabCut in One Cut

Meng Tang, Lena Gorelick, Olga Veksler et al.

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Manifold Learning of Brain MRIs by Deep Learning

for the Alzheimer’s Disease Neuroimaging Initiative, Tom Brosch, Roger Tam

Lecture notes in computer science

Segmentation, Feature Extraction, and Multiclass Brain Tumor Classification

Jainy Sachdeva, Vinod Kumar, Indra Gupta et al.

Journal of Digital Imaging

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