Fully Automated Delineation of Gross Tumor Volume for Head and Neck Cancer on PET-CT Using Deep Learning: A Dual-Center Study

Developing and Validating a Survival Prediction Model for NSCLC Patients Through Distributed Learning Across 3 Countries

(2017) Arthur Jochems et al.   INTERNATIONAL JOURNAL OF RADIATION ONCOLOGY BIOLOGY PHYSICS

Head and neck target delineation using a novel PET automatic segmentation algorithm

(2017) B. Berthon et al.   RADIOTHERAPY AND ONCOLOGY

Brain Tumor Segmentation Using Convolutional Neural Networks in MRI Images

(2016) Sergio Pereira et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

An enhanced random walk algorithm for delineation of head and neck cancers in PET studies

(2016) Alessandro Stefano et al.   MEDICAL & BIOLOGICAL ENGINEERING & COMPUTING

A multimodality segmentation framework for automatic target delineation in head and neck radiotherapy

(2015) Jinzhong Yang et al.   MEDICAL PHYSICS

Deep learning

(2015) Yann LeCun et al.   NATURE

Cancer incidence and mortality worldwide: Sources, methods and major patterns in GLOBOCAN 2012

(2014) Jacques Ferlay et al.   INTERNATIONAL JOURNAL OF CANCER

Tumor Volumes Measured From Static and Dynamic 18F-fluoro-2-deoxy-D-glucose Positron Emission Tomography-Computed Tomography Scan

(2014) Hanwei Chen et al.   JOURNAL OF COMPUTER ASSISTED TOMOGRAPHY

Unsupervised tumour segmentation in PET using local and global intensity-fitting active surface and alpha matting

(2013) Ziming Zeng et al.   COMPUTERS IN BIOLOGY AND MEDICINE

Joint segmentation of anatomical and functional images: Applications in quantification of lesions from PET, PET-CT, MRI-PET, and MRI-PET-CT images

(2013) Ulas Bagci et al.   MEDICAL IMAGE ANALYSIS

Optimal Multiple Surface Segmentation With Shape and Context Priors

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

Region-Based Nasopharyngeal Carcinoma Lesion Segmentation from MRI Using Clustering- and Classification-Based Methods with Learning

(2012) Wei Huang et al.   JOURNAL OF DIGITAL IMAGING

Coregistered FDG PET/CT-Based Textural Characterization of Head and Neck Cancer for Radiation Treatment Planning

(2008) Huan Yu et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING