Steve Jiang

发表

A shell and kernel descriptor based joint deep learning model for predicting breast lesion malignancy

Steve B. Jiang, Pingkun Yan, Hongxia Hao, 2019, Medical Imaging.

Automatic multi-objective based feature selection for classification pdf

Jing Wang, Genggeng Qin, Zhiguo Zhou, 2018, ArXiv.

Incorporating human and learned domain knowledge into training deep neural networks: A differentiable dose volume histogram and adversarial inspired framework for generating Pareto optimal dose distributions in radiation therapy

Steve B. Jiang, Xun Jia, Chenyang Shen, 2019, Medical physics.

Iterative Cone-Beam CT Reconstruction on GPUs

Steve B. Jiang, Xun Jia, Steve Jiang, 2015 .

A pilot study using kernelled support tensor machine for distant failure prediction in lung SBRT

Jing Wang, Bin Li, Steve B. Jiang, 2018, Medical Image Anal..

Reconstructing cone-beam CT with spatially varying qualities for adaptive radiotherapy: a proof-of-principle study

Hao Yan, Linghong Zhou, Steve B. Jiang, 2014, Physics in medicine and biology.

4DCT and 4D Cone-Beam CT Reconstruction Using Temporal Regularizations

Steve B. Jiang, Steve Jiang, Xun Jia, 2015 .

Anomaly Detection in Time Series Radiotherapy Treatment Data

Nan Li, Homa Karimabadi, Steve Jiang, 2014, 2014 IEEE International Conference on Semantic Computing.

Mid-range probing—towards range-guided particle therapy

Steve B. Jiang, Weiguo Lu, Yiping Shao, 2017, Physics in medicine and biology.

3D radiotherapy dose prediction on head and neck cancer patients with a hierarchically densely connected U-net deep learning architecture

Steve B. Jiang, Xun Jia, Hui Liu, 2018, Physics in medicine and biology.

Soft-NeuroAdapt: A 3-DOF neuro-adaptive patient pose correction system for frameless and maskless cancer radiotherapy

Steve B. Jiang, Nicholas R. Gans, Xuejun Gu, 2017, 2017 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS).

Fully automated organ segmentation in male pelvic CT images

Steve B. Jiang, Dan Nguyen, Steve Jiang, 2018, Physics in medicine and biology.

Technical Note: Deriving ventilation imaging from 4DCT by deep convolutional neural network.

Steve B. Jiang, Liyuan Chen, Thomas Guerrero, 2018, Medical physics.

Reconstruction in Positron Emission Tomography

Steve Jiang, Xun Jia, 2015 .

Predicting lung nodule malignancies by combining deep convolutional neural network and handcrafted features

Jing Wang, Bin Li, Jianhua Ma, 2018, Physics in medicine and biology.

Treatment Plan Optimization for Intensity-Modulated Radiation Therapy (IMRT)

Xun Jia, Steve Jiang, 2015 .

Segmentation of the prostate and organs at risk in male pelvic CT images using deep learning

Steve B. Jiang, Dan Nguyen, Sarah McGuire, 2018, Biomedical Physics & Engineering Express.

Anomaly Detection in Healthcare: Detecting Erroneous Treatment Plans in Time Series Radiotherapy Data

Steve B. Jiang, Nan Li, Homa Karimabadi, 2014, Int. J. Semantic Comput..

Analytic Cone-Beam CT Reconstructions

Xun Jia, Steve Jiang, 2015 .

Automated high-dose rate brachytherapy treatment planning for a single-channel vaginal cylinder applicator.

Xun Jia, Yujie Chi, Jun Tan, 2017, Physics in medicine and biology.

Minimal mask immobilization with optical surface guidance for head and neck radiotherapy

Bo Zhao, Steve B. Jiang, Steve Jiang, 2017, Journal of applied clinical medical physics.

Multi-Objective-Based Radiomic Feature Selection for Lesion Malignancy Classification

Steve B. Jiang, Jing Wang, Genggeng Qin, 2018, IEEE Journal of Biomedical and Health Informatics.

Inter-Modality Deformable Registration

Steve B. Jiang, Xun Jia, Steve Jiang, 2015 .

Predicting Lymph Node Metastasis in Head and Neck Cancer by Combining Many-objective Radiomics and 3-dimensioal Convolutional Neural Network through Evidential Reasoning*

Jing Wang, Steve B. Jiang, Liyuan Chen, 2018, 2018 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC).

An Automated Treatment Plan Quality Control Tool for Intensity-Modulated Radiation Therapy Using a Voxel-Weighting Factor-Based Re-Optimization Algorithm

Linghong Zhou, Steve B. Jiang, Ting Song, 2016, PloS one.

Accurate real time localization tracking in a clinical environment using Bluetooth Low Energy and deep learning

Jing Wang, Steve B. Jiang, Weiguo Lu, 2017, PloS one.

Digitally Reconstructed Radiographs

Xun Jia, Steve Jiang, 2015 .

Towards automated patient data cleaning using deep learning: A feasibility study on the standardization of organ labeling pdf

Weiguo Lu, Steve Jiang, Mingli Chen, 2017, ArXiv.

A method for generating large datasets of organ geometries for radiotherapy treatment planning studies

Nan Hu, Paul Segars, Xiaolin Zheng, 2014, Radiology and oncology.

Using Supervised Learning and Guided Monte Carlo Tree Search for Beam Orientation Optimization in Radiation Therapy

Steve B. Jiang, Dan Nguyen, Steve Jiang, 2019, AIRT@MICCAI.

A feasibility study of treatment verification using EPID cine images for hypofractionated lung radiotherapy.

Tong Lin, Steve Jiang, Xiaoli Tang, 2009, Physics in medicine and biology.