Deep convolutional neural network for segmentation of thoracic organs‐at‐risk using cropped 3D images

Cancer statistics, 2018

(2018) Rebecca L. Siegel et al.   CA-A CANCER JOURNAL FOR CLINICIANS

Clinical evaluation of atlas and deep learning based automatic contouring for lung cancer

(2018) Tim Lustberg et al.   RADIOTHERAPY AND ONCOLOGY

Autosegmentation for thoracic radiation treatment planning: A grand challenge at AAPM 2017

(2018) Jinzhong Yang et al.   MEDICAL PHYSICS

Deep learning of the sectional appearances of 3D CT images for anatomical structure segmentation based on an FCN voting method

(2017) Xiangrong Zhou et al.   MEDICAL PHYSICS

Esophagus segmentation in CT via 3D fully convolutional neural network and random walk

(2017) Tobias Fechter 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

Effect of Midtreatment PET/CT-Adapted Radiation Therapy With Concurrent Chemotherapy in Patients With Locally Advanced Non–Small-Cell Lung Cancer

(2017) Feng-Ming Kong et al.   JAMA Oncology

Cancer treatment and survivorship statistics, 2016

(2016) Kimberly D. Miller et al.   CA-A CANCER JOURNAL FOR CLINICIANS

Deep learning

(2015) Yann LeCun et al.   NATURE

Vision 20/20: Perspectives on automated image segmentation for radiotherapy

(2014) Gregory Sharp et al.   MEDICAL PHYSICS

Multi-Atlas Segmentation with Joint Label Fusion

(2012) Hongzhi Wang et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Automated segmentation of a motion mask to preserve sliding motion in deformable registration of thoracic CT

(2012) Jef Vandemeulebroucke et al.   MEDICAL 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

Consideration of Dose Limits for Organs at Risk of Thoracic Radiotherapy: Atlas for Lung, Proximal Bronchial Tree, Esophagus, Spinal Cord, Ribs, and Brachial Plexus

(2010) Feng-Ming (Spring) Kong et al.   INTERNATIONAL JOURNAL OF RADIATION ONCOLOGY BIOLOGY PHYSICS

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