Detection of Lung Contour with Closed Principal Curve and Machine Learning
Published 2018 View Full Article
- Home
- Publications
- Publication Search
- Publication Details
Title
Detection of Lung Contour with Closed Principal Curve and Machine Learning
Authors
Keywords
Lung contour, Principal curve, Closed polygonal line algorithm, Machine learning
Journal
JOURNAL OF DIGITAL IMAGING
Volume -, Issue -, Pages -
Publisher
Springer Nature
Online
2018-02-15
DOI
10.1007/s10278-018-0058-y
References
Ask authors/readers for more resources
Related references
Note: Only part of the references are listed.- Segmentation of Vasculature from Fluorescently Labeled Endothelial Cells in Multi-Photon Microscopy Images
- (2017) Russell Bates et al. IEEE TRANSACTIONS ON MEDICAL IMAGING
- Accurate Lungs Segmentation on CT Chest Images by Adaptive Appearance-Guided Shape Modeling
- (2017) Ahmed Soliman et al. IEEE TRANSACTIONS ON MEDICAL IMAGING
- Enclosure Transform for Interest Point Detection From Speckle Imagery
- (2017) Yongjian Yu et al. IEEE TRANSACTIONS ON MEDICAL IMAGING
- Predicting Macular Edema Recurrence from Spatio-Temporal Signatures in Optical Coherence Tomography Images
- (2017) Wolf-Dieter Vogl et al. IEEE TRANSACTIONS ON MEDICAL IMAGING
- Computerized Classification of Pneumoconiosis on Digital Chest Radiography Artificial Neural Network with Three Stages
- (2017) Eiichiro Okumura et al. JOURNAL OF DIGITAL IMAGING
- Central focused convolutional neural networks: Developing a data-driven model for lung nodule segmentation
- (2017) Shuo Wang et al. MEDICAL IMAGE ANALYSIS
- Deep reinforcement learning for automated radiation adaptation in lung cancer
- (2017) Huan-Hsin Tseng et al. MEDICAL PHYSICS
- Cascade convolutional neural networks for automatic detection of thyroid nodules in ultrasound images
- (2017) Jinlian Ma et al. MEDICAL PHYSICS
- Fully automatic, multiorgan segmentation in normal whole body magnetic resonance imaging (MRI), using classification forests (CFs), convolutional neural networks (CNNs), and a multi-atlas (MA) approach
- (2017) Ioannis Lavdas et al. MEDICAL PHYSICS
- Fully automatic detection of lung nodules in CT images using a hybrid feature set
- (2017) Furqan Shaukat et al. MEDICAL PHYSICS
- Post-processing techniques for making reliable measurements from curve-skeletons
- (2016) Robert S. Bradley et al. COMPUTERS IN BIOLOGY AND MEDICINE
- Lung Lesion Extraction Using a Toboggan Based Growing Automatic Segmentation Approach
- (2016) Jiangdian Song et al. IEEE TRANSACTIONS ON MEDICAL IMAGING
- Deep 3D Convolutional Encoder Networks With Shortcuts for Multiscale Feature Integration Applied to Multiple Sclerosis Lesion Segmentation
- (2016) Tom Brosch et al. IEEE TRANSACTIONS ON MEDICAL IMAGING
- Automatic Estimation of Volumetric Breast Density Using Artificial Neural Network-Based Calibration of Full-Field Digital Mammography: Feasibility on Japanese Women With and Without Breast Cancer
- (2016) Jeff Wang et al. JOURNAL OF DIGITAL IMAGING
- A Combination of Shape and Texture Features for Classification of Pulmonary Nodules in Lung CT Images
- (2016) Ashis Kumar Dhara et al. JOURNAL OF DIGITAL IMAGING
- A robust coronary artery identification and centerline extraction method in angiographies
- (2015) Zhixun Li et al. Biomedical Signal Processing and Control
- Automated Vessel Segmentation Using Infinite Perimeter Active Contour Model with Hybrid Region Information with Application to Retinal Images
- (2015) Yitian Zhao et al. IEEE TRANSACTIONS ON MEDICAL IMAGING
- Characterization of Architectural Distortion in Mammograms Based on Texture Analysis Using Support Vector Machine Classifier with Clinical Evaluation
- (2015) Amit Kamra et al. JOURNAL OF DIGITAL IMAGING
- Deep learning
- (2015) Yann LeCun et al. NATURE
- Early diagnosis of Alzheimer׳s disease based on partial least squares, principal component analysis and support vector machine using segmented MRI images
- (2015) L. Khedher et al. NEUROCOMPUTING
- A novel approach of lung segmentation on chest CT images using graph cuts
- (2015) Shuangfeng Dai et al. NEUROCOMPUTING
- Hierarchical Lung Field Segmentation With Joint Shape and Appearance Sparse Learning
- (2014) Yeqin Shao et al. IEEE TRANSACTIONS ON MEDICAL IMAGING
- Progressive and iterative approximation for least squares B-spline curve and surface fitting
- (2013) Chongyang Deng et al. COMPUTER-AIDED DESIGN
- Feature-Based Image Patch Approximation for Lung Tissue Classification
- (2013) Yang Song et al. IEEE TRANSACTIONS ON MEDICAL IMAGING
- Interactive Lesion Segmentation with Shape Priors From Offline and Online Learning
- (2012) T. Shepherd et al. IEEE TRANSACTIONS ON MEDICAL IMAGING
- An Integrated Region-, Boundary-, Shape-Based Active Contour for Multiple Object Overlap Resolution in Histological Imagery
- (2012) S. Ali et al. IEEE TRANSACTIONS ON MEDICAL IMAGING
- Interventional Tool Tracking Using Discrete Optimization
- (2012) Hauke Heibel et al. IEEE TRANSACTIONS ON MEDICAL IMAGING
- Optimal Multiple Surface Segmentation With Shape and Context Priors
- (2012) Qi Song et al. IEEE TRANSACTIONS ON MEDICAL IMAGING
- Splat Feature Classification With Application to Retinal Hemorrhage Detection in Fundus Images
- (2012) Li Tang et al. IEEE TRANSACTIONS ON MEDICAL IMAGING
- Support Vector Shape: A Classifier-Based Shape Representation
- (2012) Hien Van Nguyen et al. IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE
- Deformable segmentation via sparse representation and dictionary learning
- (2012) Shaoting Zhang et al. MEDICAL IMAGE ANALYSIS
- Contour-based shape representation using principal curves
- (2012) Esra Ataer-Cansizoglu et al. PATTERN RECOGNITION
- Optimal Threshold Selection for Segmentation of Dense Homogeneous Objects in Tomographic Reconstructions
- (2011) Wim van Aarle et al. IEEE TRANSACTIONS ON MEDICAL IMAGING
- Automatic Detection and Segmentation of Lymph Nodes From CT Data
- (2011) A. Barbu et al. IEEE TRANSACTIONS ON MEDICAL IMAGING
- A planning quality evaluation tool for prostate adaptive IMRT based on machine learning
- (2011) Xiaofeng Zhu et al. MEDICAL PHYSICS
- The Lung Image Database Consortium (LIDC) and Image Database Resource Initiative (IDRI): A Completed Reference Database of Lung Nodules on CT Scans
- (2011) Samuel G. Armato et al. MEDICAL PHYSICS
- Detecting the Optic Disc Boundary in Digital Fundus Images Using Morphological, Edge Detection, and Feature Extraction Techniques
- (2010) Arturo Aquino et al. IEEE TRANSACTIONS ON MEDICAL IMAGING
- A Differential Geometric Approach to Automated Segmentation of Human Airway Tree
- (2010) Jiantao Pu et al. IEEE TRANSACTIONS ON MEDICAL IMAGING
- Segmentation of pulmonary nodules of various densities with morphological approaches and convexity models
- (2010) Toshiro Kubota et al. MEDICAL IMAGE ANALYSIS
- A strain energy filter for 3D vessel enhancement with application to pulmonary CT images
- (2010) Changyan Xiao et al. MEDICAL IMAGE ANALYSIS
- Predictive Deconvolution and Hybrid Feature Selection for Computer-Aided Detection of Prostate Cancer
- (2009) S. Maggio et al. IEEE TRANSACTIONS ON MEDICAL IMAGING
Publish scientific posters with Peeref
Peeref publishes scientific posters from all research disciplines. Our Diamond Open Access policy means free access to content and no publication fees for authors.
Learn MoreAdd your recorded webinar
Do you already have a recorded webinar? Grow your audience and get more views by easily listing your recording on Peeref.
Upload Now