Hui-Kuo Shu

发表

Deep learning-based image quality improvement for low-dose computed tomography simulation in radiation therapy

Yang Lei, Tian Liu, Xiaofeng Yang, 2019, Journal of medical imaging.

Pseudo CT Estimation using Patch-based Joint Dictionary Learning

Yang Lei, Sibo Tian, Tian Liu, 2018, 2018 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC).

Deep learning-based low dose CT imaging

Yang Lei, Zhen Tian, Xue Dong, 2020 .

The Brain Imaging Collaboration Suite (BrICS): A Cloud Platform for Integrating Whole-Brain Spectroscopic MRI into the Radiation Therapy Planning Workflow

Eduard Schreibmann, Andrew Maudsley, Hui-Kuo Shu, 2019, Tomography.

MRI-based synthetic CT generation using semantic random forest with iterative refinement

Tian Liu, Yang Lei, Jun Zhou, 2019, Physics in medicine and biology.

Pseudo CT estimation from MRI using patch-based random forest

Yang Lei, Tian Liu, Xiaofeng Yang, 2017, Medical Imaging.

MRI-based treatment planning for brain stereotactic radiosurgery: Dosimetric validation of a learning-based pseudo-CT generation method.

Tian Liu, Yang Lei, Xiaofeng Yang, 2019, Medical dosimetry : official journal of the American Association of Medical Dosimetrists.

Learning-based automatic segmentation on arteriovenous malformations from contract-enhanced CT images

Yang Lei, Tian Liu, Jun Zhou, 2019, Medical Imaging.

MRI-based synthetic CT generation using deep convolutional neural network

Yang Lei, Sibo Tian, Tian Liu, 2019, Medical Imaging: Image Processing.

Learning-based automatic segmentation of arteriovenous malformations on contrast CT images in brain stereotactic radiosurgery.

Jun Zhou, Yang Lei, Sibo Tian, 2019, Medical physics.

Brain MRI classification based on machine learning framework with auto-context model

Yang Lei, Sibo Tian, Tian Liu, 2019, Medical Imaging.

MRI-based pseudo CT synthesis using anatomical signature and alternating random forest with iterative refinement model

Tian Liu, Yang Lei, Sibo Tian, 2018, Journal of medical imaging.

MRI-based pseudo CT generation using classification and regression random forest

Yang Lei, Tian Liu, Joseph Harms, 2019, Medical Imaging.

Magnetic resonance imaging-based pseudo computed tomography using anatomic signature and joint dictionary learning

Tian Liu, Yang Lei, Sibo Tian, 2018, Journal of medical imaging.

MRI classification using semantic random forest with auto-context model.

Sibo Tian, Xiaofeng Yang, Tian Liu, 2021, Quantitative imaging in medicine and surgery.

Dosimetric study on learning-based cone-beam CT correction in adaptive radiation therapy.

Yang Lei, Sibo Tian, Xiaofeng Yang, 2019, Medical dosimetry : official journal of the American Association of Medical Dosimetrists.

Simulating the Effect of Spectroscopic MRI as a Metric for Radiation Therapy Planning in Patients with Glioblastoma

Eduard Schreibmann, Hui-Kuo Shu, Hyunsuk Shim, 2016, Tomography.

MRI-Based Proton Treatment Planning for Base of Skull Tumors.

Yang Lei, Xiaofeng Yang, Tian Liu, 2019, International journal of particle therapy.

Metastasis infiltration: an investigation of the postoperative brain-tumor interface.

Hui-Kuo Shu, Daniel J Brat, D. Brat, 2011, International journal of radiation oncology, biology, physics.

ePoster SessionsA Learning-Based Approach to Derive Electron Density from Anatomical MRI for Radiation Therapy Treatment Planning

Yang Lei, Xiaofeng Yang, Tian Liu, 2017 .