AIRT@MICCAI

Keyphrases

Publications

2019

John Ginn, James Lamb, Dan Ruan
Online Target Volume Estimation and Prediction from an Interlaced Slice Acquisition - A Manifold Embedding and Learning Approach. AIRT@MICCAI (2019)
Jingjing Zhang, Shuolin Liu, Teng Li, Ronghu Mao, Chi Du, Jianfei Liu
Voxel-Level Radiotherapy Dose Prediction Using Densely Connected Network with Dilated Convolutions. AIRT@MICCAI (2019)
Jianhui Ma, Ti Bai, Dan Nguyen, Michael Folkerts, Xun Jia, Weiguo Lu, Linghong Zhou, Steve B. Jiang
Individualized 3D Dose Distribution Prediction Using Deep Learning. AIRT@MICCAI (2019)
Bilel Daoud, Ken'ichi Morooka, Shoko Miyauchi, Ryo Kurazume, Wafa Mnejja, Leila Farhat, Jamel Daoud
Dose Distribution Prediction for Optimal Treamtment of Modern External Beam Radiation Therapy for Nasopharyngeal Carcinoma. AIRT@MICCAI (2019)
Siri Willems, Wouter Crijns, Edmond Sterpin, Karin Haustermans, Frederik Maes
Feasibility of CT-Only 3D Dose Prediction for VMAT Prostate Plans Using Deep Learning. AIRT@MICCAI (2019)
Dashan Jiang, Teng Li, Ronghu Mao, Chi Du, Yongbin Liu, Shuolin Liu, Jianfei Liu
One-Dimensional Convolutional Network for Dosimetry Evaluation at Organs-at-Risk in Esophageal Radiation Treatment Planning. AIRT@MICCAI (2019)
Szu-Yeu Hu, Wei-Hung Weng, Shao-Lun Lu, Yueh-Hung Cheng, Furen Xiao, Feng-Ming Hsu, Jen-Tang Lu
Multimodal Volume-Aware Detection and Segmentation for Brain Metastases Radiosurgery. AIRT@MICCAI (2019)
Qiming Yang, Hongyang Chao, Dan Nguyen, Steve B. Jiang
A Novel Deep Learning Framework for Standardizing the Label of OARs in CT. AIRT@MICCAI (2019)
Yang Lei, Yabo Fu, Joseph Harms, Tonghe Wang, Walter J. Curran, Tian Liu, Kristin Higgins, Xiaofeng Yang
4D-CT Deformable Image Registration Using an Unsupervised Deep Convolutional Neural Network. AIRT@MICCAI (2019)
Kibrom Berihu Girum, Gilles Créhange, Raabid Hussain, Paul Michael Walker, Alain Lalande
Deep Generative Model-Driven Multimodal Prostate Segmentation in Radiotherapy. AIRT@MICCAI (2019)
Yu-Chi Hu, Cynthia Polvorosa, Chiaojung Jillian Tsai, Margie Hunt
Automatically Tracking and Detecting Significant Nodal Mass Shrinkage During Head-and-Neck Radiation Treatment Using Image Saliency. AIRT@MICCAI (2019)
Rabia Haq, Alexandra Hotca, Aditya P. Apte, Andreas Rimner, Joseph O. Deasy, Maria Thor
Cardio-Pulmonary Substructure Segmentation of CT Images Using Convolutional Neural Networks. AIRT@MICCAI (2019)
Ge Ren, Wai Yin Ho, Jing Qin, Jing Cai
Deriving Lung Perfusion Directly from CT Image Using Deep Convolutional Neural Network: A Preliminary Study. AIRT@MICCAI (2019)
Wei Zhao, Bin Han, Yong Yang, Mark Buyyounouski, Steven L. Hancock, Hilary Bagshaw, Lei Xing
Toward Markerless Image-Guided Radiotherapy Using Deep Learning for Prostate Cancer. AIRT@MICCAI (2019)
Azar Sadeghnejad-Barkousaraie, Olalekan P. Ogunmolu, Steve B. Jiang, Dan Nguyen
Using Supervised Learning and Guided Monte Carlo Tree Search for Beam Orientation Optimization in Radiation Therapy. AIRT@MICCAI (2019)
Haitao Wu, Xiling Jiang, Fucang Jia
UC-GAN for MR to CT Image Synthesis. AIRT@MICCAI (2019)
Denis Prokopenko, Joël Valentin Stadelmann, Heinrich Schulz, Steffen Renisch, Dmitry V. Dylov
Unpaired Synthetic Image Generation in Radiology Using GANs. AIRT@MICCAI (2019)
Ryan Neph, Yangsibo Huang, Youming Yang, Ke Sheng
DeepMCDose: A Deep Learning Method for Efficient Monte Carlo Beamlet Dose Calculation by Predictive Denoising in MR-Guided Radiotherapy. AIRT@MICCAI (2019)
Yang Lei, Tonghe Wang, Joseph Harms, Yabo Fu, Xue Dong, Walter J. Curran, Tian Liu, Xiaofeng Yang
CBCT-Based Synthetic MRI Generation for CBCT-Guided Adaptive Radiotherapy. AIRT@MICCAI (2019)
Zhiyu Liu, Wenhao Jiang, Kit-Hang Lee, Yat-Long Lo, Yui-Lun Ng, Qi Dou, Varut Vardhanabhuti, Ka-Wai Kwok
A Two-Stage Approach for Automated Prostate Lesion Detection and Classification with Mask R-CNN and Weakly Supervised Deep Neural Network. AIRT@MICCAI (2019)

volume 11850, 2019

Artificial Intelligence in Radiation Therapy - First International Workshop, AIRT 2019, Held in Conjunction with MICCAI 2019, Shenzhen, China, October 17, 2019, Proceedings AIRT@MICCAI 11850 (2019)