Multi-organ auto-delineation in head-and-neck MRI for radiation therapy using regional convolutional neural network

Head-and-neck organs-at-risk auto-delineation using dual pyramid networks for CBCT-guided adaptive radiotherapy

(2021) Xianjin Dai et al.   PHYSICS IN MEDICINE AND BIOLOGY

Automatic Delineation of Cardiac Substructures using a Region‐Based Fully Convolutional Network

(2021) Joseph Harms et al.   MEDICAL PHYSICS

Cancer statistics, 2020

(2020) Rebecca L. Siegel et al.   CA-A CANCER JOURNAL FOR CLINICIANS

Automatic multi‐catheter detection using deeply supervised convolutional neural network in MRI‐guided HDR prostate brachytherapy

(2020) Xianjin Dai et al.   MEDICAL PHYSICS

nnU-Net: a self-configuring method for deep learning-based biomedical image segmentation

(2020) Fabian Isensee et al.   NATURE METHODS

Segmentation of the proximal femur in radial MR scans using a random forest classifier and deformable model registration

(2019) Dimitrios Damopoulos et al.   International Journal of Computer Assisted Radiology and Surgery

Ultrasound prostate segmentation based on multidirectional deeply supervised V‐Net

(2019) Yang Lei et al.   MEDICAL PHYSICS

Shape constrained fully convolutional DenseNet with adversarial training for multiorgan segmentation on head and neck CT and low‐field MR images

(2019) Nuo Tong et al.   MEDICAL PHYSICS

Detection and classification the breast tumors using mask R-CNN on sonograms

(2019) Jui-Ying Chiao et al.   MEDICINE

Quantifying the dosimetric impact of organ-at-risk delineation variability in head and neck radiation therapy in the context of patient setup uncertainty

(2019) Eric Aliotta et al.   PHYSICS IN MEDICINE AND BIOLOGY

Improving automatic delineation for head and neck organs at risk by Deep Learning Contouring

(2019) Lisanne V. van Dijk et al.   RADIOTHERAPY AND ONCOLOGY

Survey on deep learning for radiotherapy

(2018) Philippe Meyer et al.   COMPUTERS IN BIOLOGY AND MEDICINE

DRINet for Medical Image Segmentation

(2018) Liang Chen et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

Emerging Role of MRI in Radiation Therapy

(2018) Hersh Chandarana et al.   JOURNAL OF MAGNETIC RESONANCE IMAGING

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

(2018) Wentao Zhu et al.   MEDICAL PHYSICS

Deep learning in medical imaging and radiation therapy

(2018) Berkman Sahiner et al.   MEDICAL PHYSICS

Faster R-CNN: Towards Real-Time Object Detection with Region Proposal Networks

(2017) Shaoqing Ren et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

The feasibility of atlas-based automatic segmentation of MRI for H&N radiotherapy planning

(2016) Kieran Wardman et al.   Journal of Applied Clinical Medical Physics

TU-AB-202-10: How Effective Are Current Atlas Selection Methods for Atlas-Based Auto-Contouring in Radiotherapy Planning?

(2016) D Peressutti et al.   MEDICAL PHYSICS

Optimal number of atlases and label fusion for automatic multi-atlas-based brachial plexus contouring in radiotherapy treatment planning

(2016) Joris Van de Velde et al.   Radiation Oncology

Uncertainties in volume delineation in radiation oncology: A systematic review and recommendations for future studies

(2016) Shalini K. Vinod et al.   RADIOTHERAPY AND ONCOLOGY

Metrics for evaluating 3D medical image segmentation: analysis, selection, and tool

(2015) Abdel Aziz Taha et al.   BMC 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

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

(2014) Gregory Sharp et al.   MEDICAL PHYSICS

Protection of quality and innovation in radiation oncology: The prospective multicenter trial the German Society of Radiation Oncology (DEGRO-QUIRO study)

(2014) H. Vorwerk et al.   STRAHLENTHERAPIE UND ONKOLOGIE

The Potential for an Enhanced Role for MRI in Radiation-Therapy Treatment Planning

(2013) P. Metcalfe et al.   TECHNOLOGY IN CANCER RESEARCH & TREATMENT

Improving Target Definition for Head and Neck Radiotherapy: A Place for Magnetic Resonance Imaging and 18-Fluoride Fluorodeoxyglucose Positron Emission Tomography?

(2012) R.J.D. Prestwich et al.   CLINICAL ONCOLOGY

3D Variation in delineation of head and neck organs at risk

(2012) Charlotte L Brouwer et al.   Radiation Oncology

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

Analysis of deformable image registration accuracy using computational modeling

(2010) Hualiang Zhong et al.   MEDICAL PHYSICS