AnatomyNet: Deep learning for fast and fully automated whole-volume segmentation of head and neck anatomy

The use of new delineation tool “MIRADA” at the level of regional lymph nodes, step-by-step development and first results for early-stage breast cancer patients

(2018) HaoPing Xu et al.   BRITISH JOURNAL OF RADIOLOGY

Interleaved 3D-CNNs for joint segmentation of small-volume structures in head and neck CT images

(2018) Xuhua Ren et al.   MEDICAL PHYSICS

Evaluation of segmentation methods on head and neck CT: Auto-segmentation challenge 2015

(2017) Patrik F. Raudaschl et al.   MEDICAL PHYSICS

Segmentation of organs-at-risks in head and neck CT images using convolutional neural networks

(2017) Bulat Ibragimov et al.   MEDICAL PHYSICS

Radiomics strategies for risk assessment of tumour failure in head-and-neck cancer

(2017) Martin Vallières et al.   Scientific Reports

Contour-Driven Atlas-Based Segmentation

(2015) Christian Wachinger et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

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

Automatic tissue segmentation of head and neck MR images for hyperthermia treatment planning

(2015) Valerio Fortunati et al.   PHYSICS IN MEDICINE AND BIOLOGY

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

The Cancer Imaging Archive (TCIA): Maintaining and Operating a Public Information Repository

(2013) Kenneth Clark et al.   JOURNAL OF DIGITAL IMAGING

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

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

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

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

A pre-clinical assessment of an atlas-based automatic segmentation tool for the head and neck

(2009) Richard Sims et al.   RADIOTHERAPY AND ONCOLOGY

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