Automatic treatment planning based on three-dimensional dose distribution predicted from deep learning technique

Assessment of multi-criteria optimization (MCO) for volumetric modulated arc therapy (VMAT) in hippocampal avoidance whole brain radiation therapy (HA-WBRT)

(2018) Stephen Zieminski et al.   Journal of Applied Clinical Medical Physics

Iterative dataset optimization in automated planning: Implementation for breast and rectal cancer radiotherapy

(2017) Jiawei Fan et al.   MEDICAL PHYSICS

Development of the open-source dose calculation and optimization toolkit matRad

(2017) Hans-Peter Wieser et al.   MEDICAL PHYSICS

Data augmentation for face recognition

(2017) Jiang-Jing Lv et al.   NEUROCOMPUTING

Comparison of Planning Quality and Efficiency Between Conventional and Knowledge-based Algorithms in Nasopharyngeal Cancer Patients Using Intensity Modulated Radiation Therapy

(2016) Amy T.Y. Chang et al.   INTERNATIONAL JOURNAL OF RADIATION ONCOLOGY BIOLOGY PHYSICS

Automatic planning of head and neck treatment plans

(2016) Irene Hazell et al.   Journal of Applied Clinical Medical Physics

ImageNet Large Scale Visual Recognition Challenge

(2015) Olga Russakovsky et al.   INTERNATIONAL JOURNAL OF COMPUTER VISION

Quantifying Unnecessary Normal Tissue Complication Risks due to Suboptimal Planning: A Secondary Study of RTOG 0126

(2015) Kevin L. Moore et al.   INTERNATIONAL JOURNAL OF RADIATION ONCOLOGY BIOLOGY PHYSICS

Evaluation of a Knowledge-Based Planning Solution for Head and Neck Cancer

(2015) Jim P. Tol et al.   INTERNATIONAL JOURNAL OF RADIATION ONCOLOGY BIOLOGY PHYSICS

Knowledge-based prediction of three-dimensional dose distributions for external beam radiotherapy

(2015) Satomi Shiraishi et al.   MEDICAL PHYSICS

Knowledge-based prediction of plan quality metrics in intracranial stereotactic radiosurgery

(2015) Satomi Shiraishi et al.   MEDICAL PHYSICS

Intensity-modulated radiotherapy versus conventional and 3D conformal radiotherapy in patients with head and neck cancer: Is there a worthwhile quality of life gain?

(2011) Silke Tribius et al.   CANCER TREATMENT REVIEWS

The NumPy Array: A Structure for Efficient Numerical Computation

(2011) Stéfan van der Walt et al.   COMPUTING IN SCIENCE & ENGINEERING

Experience-Based Quality Control of Clinical Intensity-Modulated Radiotherapy Planning

(2011) Kevin L. Moore et al.   INTERNATIONAL JOURNAL OF RADIATION ONCOLOGY BIOLOGY PHYSICS