Stacked fully convolutional networks with multi-channel learning: application to medical image segmentation

A Bottom-Up Approach for Pancreas Segmentation Using Cascaded Superpixels and (Deep) Image Patch Labeling

(2017) Amal Farag et al.   IEEE TRANSACTIONS ON IMAGE PROCESSING

DCAN: Deep contour-aware networks for object instance segmentation from histology images

(2017) Hao Chen et al.   MEDICAL IMAGE ANALYSIS

Brain tumor segmentation with Deep Neural Networks

(2017) Mohammad Havaei et al.   MEDICAL IMAGE ANALYSIS

JCLMM: A finite mixture model for clustering of circular-linear data and its application to psoriatic plaque segmentation

(2017) Anandarup Roy et al.   PATTERN RECOGNITION

An Ensemble of Fine-Tuned Convolutional Neural Networks for Medical Image Classification

(2017) Ashnil Kumar et al.   IEEE Journal of Biomedical and Health Informatics

Saliency-Based Lesion Segmentation Via Background Detection in Dermoscopic Images

(2017) Euijoon Ahn et al.   IEEE Journal of Biomedical and Health Informatics

Deep Convolutional Neural Networks for Computer-Aided Detection: CNN Architectures, Dataset Characteristics and Transfer Learning

(2016) Hoo-Chang Shin et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

Urinary bladder segmentation in CT urography using deep-learning convolutional neural network and level sets

(2016) Kenny H. Cha et al.   MEDICAL PHYSICS

Inference With Collaborative Model for Interactive Tumor Segmentation in Medical Image Sequences

(2016) Liang Lin et al.   IEEE Transactions on Cybernetics

A Stochastic Polygons Model for Glandular Structures in Colon Histology Images

(2015) Korsuk Sirinukunwattana et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

3D segmentation and labeling of fractured bone from CT images

(2014) Félix Paulano et al.   VISUAL COMPUTER

Computer-Aided Staging of Lymphoma Patients With FDG PET/CT Imaging Based on Textural Information

(2013) C. Lartizien et al.   IEEE Journal of Biomedical and Health Informatics

Medical Image Segmentation by Combining Graph Cuts and Oriented Active Appearance Models

(2012) Xinjian Chen et al.   IEEE TRANSACTIONS ON IMAGE PROCESSING

A Multistage Discriminative Model for Tumor and Lymph Node Detection in Thoracic Images

(2012) Yang Song et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

Clavicle segmentation in chest radiographs

(2012) Laurens Hogeweg et al.   MEDICAL IMAGE ANALYSIS

Lesion Border Detection in Dermoscopy Images Using Ensembles of Thresholding Methods

(2012) M. Emre Celebi et al.   SKIN RESEARCH AND TECHNOLOGY

Joint Probabilistic Model of Shape and Intensity for Multiple Abdominal Organ Segmentation From Volumetric CT Images

(2012) Changyang Li et al.   IEEE Journal of Biomedical and Health Informatics

Automated PET-guided liver segmentation from low-contrast CT volumes using probabilistic atlas

(2011) Changyang Li et al.   COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE

Automatic Skin Lesion Segmentation via Iterative Stochastic Region Merging

(2011) A. Wong et al.   IEEE TRANSACTIONS ON INFORMATION TECHNOLOGY IN BIOMEDICINE

Segmentation of cam-type femurs from CT scans

(2011) Gabriel Telles O’Neill et al.   VISUAL COMPUTER

Integrating spatial fuzzy clustering with level set methods for automated medical image segmentation

(2010) Bing Nan Li et al.   COMPUTERS IN BIOLOGY AND MEDICINE

Boundary Detection in Medical Images Using Edge Following Algorithm Based on Intensity Gradient and Texture Gradient Features

(2010) K Somkantha et al.   IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING

Distance Regularized Level Set Evolution and Its Application to Image Segmentation

(2010) Chunming Li et al.   IEEE TRANSACTIONS ON IMAGE PROCESSING

Comparison of Segmentation Methods for Melanoma Diagnosis in Dermoscopy Images

(2009) Margarida Silveira et al.   IEEE Journal of Selected Topics in Signal Processing

Multi-Atlas-Based Segmentation With Local Decision Fusion—Application to Cardiac and Aortic Segmentation in CT Scans

(2009) I. Isgum et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

Adaptive local multi-atlas segmentation: Application to the heart and the caudate nucleus

(2009) Eva M. van Rikxoort et al.   MEDICAL IMAGE ANALYSIS

Minimization of Region-Scalable Fitting Energy for Image Segmentation

(2008) Chunming Li et al.   IEEE TRANSACTIONS ON IMAGE PROCESSING