LENAS: Learning-based Neural Architecture Search and Ensemble for 3D
Radiotherapy Dose Prediction

LENAS: Learning-based Neural Architecture Search and Ensemble for 3D Radiotherapy Dose Prediction

12 June 2021

Xin Yang

Kwang-Ting Cheng

Papers citing "LENAS: Learning-based Neural Architecture Search and Ensemble for 3D Radiotherapy Dose Prediction"

9 / 9 papers shown

Title
BiX-NAS: Searching Efficient Bi-directional Architecture for Medical Image Segmentation Xinyi Wang Tiange Xiang Chaoyi Zhang Yang Song Dongnan Liu Heng-Chiao Huang Weidong (Tom) Cai SSeg 26 27 0 26 Jun 2021
Using Deep Learning to Predict Beam-Tunable Pareto Optimal Dose Distribution for Intensity Modulated Radiation Therapy G. Bohara A. Sadeghnejad-Barkousaraie Steve B. Jiang D. Nguyen 41 25 0 19 Jun 2020
Angle-based Search Space Shrinking for Neural Architecture Search Yiming Hu Yuding Liang Zichao Guo Ruosi Wan Xinming Zhang Yichen Wei Qingyi Gu Jian Sun 48 65 0 28 Apr 2020
When does Diversity Help Generalization in Classification Ensembles? Yijun Bian Huanhuan Chen 42 70 0 30 Oct 2019
V-NAS: Neural Architecture Search for Volumetric Medical Image Segmentation Zhuotun Zhu Chenxi Liu Dong Yang Alan Yuille Daguang Xu 52 105 0 06 Jun 2019
Three-Dimensional Dose Prediction for Lung IMRT Patients with Deep Neural Networks: Robust Learning from Heterogeneous Beam Configurations A. M. Barragán-Montero D. Nguyen W. Lu Mu-Han Lin X. Geets E. Sterpin Steve B. Jiang 52 128 0 17 Dec 2018
DARTS: Differentiable Architecture Search Hanxiao Liu Karen Simonyan Yiming Yang 181 4,326 0 24 Jun 2018
Learning Transferable Architectures for Scalable Image Recognition Barret Zoph Vijay Vasudevan Jonathon Shlens Quoc V. Le 152 5,577 0 21 Jul 2017
Snapshot Ensembles: Train 1, get M for free Gao Huang Yixuan Li Geoff Pleiss Zhuang Liu John E. Hopcroft Kilian Q. Weinberger OOD FedML UQCV 115 942 0 01 Apr 2017