Segmentation of organs-at-risks in head and neck CT images using convolutional neural networks
Published 2017 View Full Article
- Home
- Publications
- Publication Search
- Publication Details
Title
Segmentation of organs-at-risks in head and neck CT images using convolutional neural networks
Authors
Keywords
-
Journal
MEDICAL PHYSICS
Volume 44, Issue 2, Pages 547-557
Publisher
Wiley
Online
2016-12-10
DOI
10.1002/mp.12045
References
Ask authors/readers for more resources
Related references
Note: Only part of the references are listed.- A multi-center milestone study of clinical vertebral CT segmentation
- (2016) Jianhua Yao et al. COMPUTERIZED MEDICAL IMAGING AND GRAPHICS
- A benchmark for comparison of dental radiography analysis algorithms
- (2016) Ching-Wei Wang et al. MEDICAL IMAGE ANALYSIS
- Global cancer statistics, 2012
- (2015) Lindsey A. Torre et al. CA-A CANCER JOURNAL FOR CLINICIANS
- Evaluation and Comparison of Anatomical Landmark Detection Methods for Cephalometric X-Ray Images: A Grand Challenge
- (2015) Ching-Wei Wang et al. IEEE TRANSACTIONS ON MEDICAL IMAGING
- Contour-Driven Atlas-Based Segmentation
- (2015) Christian Wachinger et al. IEEE TRANSACTIONS ON MEDICAL IMAGING
- A Framework for Automated Spine and Vertebrae Interpolation-Based Detection and Model-Based Segmentation
- (2015) Robert Korez et al. IEEE TRANSACTIONS ON MEDICAL IMAGING
- Segmentation of tongue muscles from super-resolution magnetic resonance images
- (2015) Bulat Ibragimov et al. MEDICAL IMAGE ANALYSIS
- Validation of clinical acceptability of an atlas-based segmentation algorithm for the delineation of organs at risk in head and neck cancer
- (2015) Albert K. Hoang Duc et al. MEDICAL PHYSICS
- Deep learning
- (2015) Yann LeCun et al. NATURE
- Automatic tissue segmentation of head and neck MR images for hyperthermia treatment planning
- (2015) Valerio Fortunati et al. PHYSICS IN MEDICINE AND BIOLOGY
- Multi-subject atlas-based auto-segmentation reduces interobserver variation and improves dosimetric parameter consistency for organs at risk in nasopharyngeal carcinoma: A multi-institution clinical study
- (2015) Chang-Juan Tao et al. RADIOTHERAPY AND ONCOLOGY
- Shape Representation for Efficient Landmark-Based Segmentation in 3-D
- (2014) Bulat Ibragimov et al. IEEE TRANSACTIONS ON MEDICAL IMAGING
- Automated Segmentation of the Parotid Gland Based on Atlas Registration and Machine Learning: A Longitudinal MRI Study in Head-and-Neck Radiation Therapy
- (2014) Xiaofeng Yang et al. INTERNATIONAL JOURNAL OF RADIATION ONCOLOGY BIOLOGY PHYSICS
- The relevance of MRI for patient modeling in head and neck hyperthermia treatment planning: A comparison of CT and CT-MRI based tissue segmentation on simulated temperature
- (2014) René F. Verhaart et al. MEDICAL PHYSICS
- Automatic segmentation of head and neck CT images for radiotherapy treatment planning using multiple atlases, statistical appearance models, and geodesic active contours
- (2014) Karl D. Fritscher et al. MEDICAL PHYSICS
- Vision 20/20: Perspectives on automated image segmentation for radiotherapy
- (2014) Gregory Sharp et al. MEDICAL PHYSICS
- Evaluation of an automatic segmentation algorithm for definition of head and neck organs at risk
- (2014) David Thomson et al. Radiation Oncology
- CT-based patient modeling for head and neck hyperthermia treatment planning: Manual versus automatic normal-tissue-segmentation
- (2014) René F. Verhaart et al. RADIOTHERAPY AND ONCOLOGY
- Automatic delineation for replanning in nasopharynx radiotherapy: What is the agreement among experts to be considered as benchmark?
- (2013) Gian Carlo Mattiucci et al. ACTA ONCOLOGICA
- Tissue segmentation of head and neck CT images for treatment planning: A multiatlas approach combined with intensity modeling
- (2013) Valerio Fortunati et al. MEDICAL PHYSICS
- Atlas-based automatic segmentation of head and neck organs at risk and nodal target volumes: a clinical validation
- (2013) Jean-François Daisne et al. Radiation Oncology
- Interobserver variation in clinical target volume and organs at risk segmentation in post-parotidectomy radiotherapy: can segmentation protocols help?
- (2012) M Mukesh et al. BRITISH JOURNAL OF RADIOLOGY
- A Game-Theoretic Framework for Landmark-Based Image Segmentation
- (2012) B. Ibragimov et al. IEEE TRANSACTIONS ON MEDICAL IMAGING
- Automatic Segmentation and Online virtualCT in Head-and-Neck Adaptive Radiation Therapy
- (2012) Marta Peroni et al. INTERNATIONAL JOURNAL OF RADIATION ONCOLOGY BIOLOGY PHYSICS
- Systematic evaluation of three different commercial software solutions for automatic segmentation for adaptive therapy in head-and-neck, prostate and pleural cancer
- (2012) Mariangela La Macchia et al. Radiation Oncology
- 3D Variation in delineation of head and neck organs at risk
- (2012) Charlotte L Brouwer et al. Radiation Oncology
- Dentalmaps: Automatic Dental Delineation for Radiotherapy Planning in Head-and-Neck Cancer
- (2011) Juliette Thariat et al. INTERNATIONAL JOURNAL OF RADIATION ONCOLOGY BIOLOGY PHYSICS
- Auto-segmentation of normal and target structures in head and neck CT images: A feature-driven model-based approach
- (2011) Arish A. Qazi et al. MEDICAL PHYSICS
- Comparison of manual and automatic segmentation methods for brain structures in the presence of space-occupying lesions: a multi-expert study
- (2011) M A Deeley et al. PHYSICS IN MEDICINE AND BIOLOGY
- An automatic contour propagation method to follow parotid gland deformation during head-and-neck cancer tomotherapy
- (2011) E Faggiano et al. PHYSICS IN MEDICINE AND BIOLOGY
- Evaluation of multiple-atlas-based strategies for segmentation of the thyroid gland in head and neck CT images for IMRT
- (2011) A Chen et al. PHYSICS IN MEDICINE AND BIOLOGY
- Does atlas-based autosegmentation of neck levels require subsequent manual contour editing to avoid risk of severe target underdosage? A dosimetric analysis
- (2011) Peter W.J. Voet et al. RADIOTHERAPY AND ONCOLOGY
- Head and neck lymph node region delineation with image registration
- (2010) Chia-Chi Teng et al. Biomedical Engineering Online
- Dosimetric Evaluation of Automatic Segmentation for Adaptive IMRT for Head-and-Neck Cancer
- (2010) Stuart Y. Tsuji et al. INTERNATIONAL JOURNAL OF RADIATION ONCOLOGY BIOLOGY PHYSICS
- Evaluation of Automatic Atlas-Based Lymph Node Segmentation for Head-and-Neck Cancer
- (2010) Liza J. Stapleford et al. INTERNATIONAL JOURNAL OF RADIATION ONCOLOGY BIOLOGY PHYSICS
- Radiation Dose–Volume Effects of Optic Nerves and Chiasm
- (2010) Charles Mayo et al. INTERNATIONAL JOURNAL OF RADIATION ONCOLOGY BIOLOGY PHYSICS
- Emphasizing Conformal Avoidance Versus Target Definition for IMRT Planning in Head-and-Neck Cancer
- (2010) Paul M. Harari et al. INTERNATIONAL JOURNAL OF RADIATION ONCOLOGY BIOLOGY PHYSICS
- Clinical Validation of Atlas-Based Auto-Segmentation of Multiple Target Volumes and Normal Tissue (Swallowing/Mastication) Structures in the Head and Neck
- (2010) David N. Teguh et al. INTERNATIONAL JOURNAL OF RADIATION ONCOLOGY BIOLOGY PHYSICS
- Variations in the Contouring of Organs at Risk: Test Case From a Patient With Oropharyngeal Cancer
- (2010) Benjamin E. Nelms et al. INTERNATIONAL JOURNAL OF RADIATION ONCOLOGY BIOLOGY PHYSICS
- Evidence-based organ-sparing radiotherapy in head and neck cancer
- (2010) Piet Dirix et al. LANCET ONCOLOGY
- Combining registration and active shape models for the automatic segmentation of the lymph node regions in head and neck CT images
- (2010) Antong Chen et al. MEDICAL PHYSICS
- Image-based modeling of tumor shrinkage in head and neck radiation therapya)
- (2010) Ming Chao et al. MEDICAL PHYSICS
- Segmentation of Head and Neck Lymph Node Regions for Radiotherapy Planning Using Active Contour-Based Atlas Registration
- (2009) Subrahmanyam Gorthi et al. IEEE Journal of Selected Topics in Signal Processing
- A pre-clinical assessment of an atlas-based automatic segmentation tool for the head and neck
- (2009) Richard Sims et al. RADIOTHERAPY AND ONCOLOGY
- An efficient locally affine framework for the smooth registration of anatomical structures
- (2008) O COMMOWICK et al. MEDICAL IMAGE ANALYSIS
- Geometrical model-based segmentation of the organs of sight on CT images
- (2008) György Bekes et al. MEDICAL PHYSICS
- Atlas-based delineation of lymph node levels in head and neck computed tomography images
- (2008) Olivier Commowick et al. RADIOTHERAPY AND ONCOLOGY
- Evaluation of an atlas-based automatic segmentation software for the delineation of brain organs at risk in a radiation therapy clinical context
- (2008) Aurélie Isambert et al. RADIOTHERAPY AND ONCOLOGY
Add 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 NowAsk a Question. Answer a Question.
Quickly pose questions to the entire community. Debate answers and get clarity on the most important issues facing researchers.
Get Started