Steve B. Jiang

发表

Learning methods for lung tumor markerless gating in image-guided radiotherapy

Steve B. Jiang, Ying Cui, Jennifer G. Dy, 2008, KDD.

Intelligent Parameter Tuning in Optimization-Based Iterative CT Reconstruction via Deep Reinforcement Learning

Steve B. Jiang, Xun Jia, Liyuan Chen, 2017, IEEE Transactions on Medical Imaging.

Binary Level-Set Shape Optimization Model and Algorithm for Volumetric Modulated Arc Therapy in Radiotherapy Treatment

Steve B. Jiang, Xun Jia, Bin Dong, 2013, SIAM J. Sci. Comput..

Vision-based control of a soft robot for maskless head and neck cancer radiotherapy

Steve B. Jiang, Nicholas R. Gans, Xuejun Gu, 2016, 2016 IEEE International Conference on Automation Science and Engineering (CASE).

4D Computed Tomography Reconstruction from Few-Projection Data via Temporal Non-local Regularization

Steve B. Jiang, Xun Jia, Bin Dong, 2010, MICCAI.

Tumor Targeting for Lung Cancer Radiotherapy Using Machine Learning Techniques

Steve B. Jiang, Nuno Vasconcelos, Xiaoli Tang, 2008, 2008 Seventh International Conference on Machine Learning and Applications.

Dose Prediction with U-net: A Feasibility Study for Predicting Dose Distributions from Contours using Deep Learning on Prostate IMRT Patients pdf

Steve B. Jiang, Xun Jia, Xuejun Gu, 2017, ArXiv.

Cine Cone Beam CT Reconstruction Using Low-Rank Matrix Factorization: Algorithm and a Proof-of-Principle Study

Steve B. Jiang, Xun Jia, Hao Gao, 2012, IEEE Transactions on Medical Imaging.

A real-time, soft robotic patient positioning system for maskless head-and-neck cancer radiotherapy: An initial investigation

Steve B. Jiang, Nicholas R. Gans, Xuejun Gu, 2015, 2015 IEEE International Conference on Automation Science and Engineering (CASE).

Single-Projection Based Volumetric Image Reconstruction and 3D Tumor Localization in Real Time for Lung Cancer Radiotherapy

Steve B. Jiang, Xun Jia, Ruijiang Li, 2010, MICCAI.

Towards On-line Treatment Verification Using cine EPID for Hypofractionated Lung Radiotherapy

Steve B. Jiang, Xiaoli Tang, Tong Lin, 2008, 2008 Seventh International Conference on Machine Learning and Applications.

Accurate Respiration Measurement Using DC-Coupled Continuous-Wave Radar Sensor for Motion-Adaptive Cancer Radiotherapy

Steve B. Jiang, Changzhan Gu, Changzhi Li, 2012, IEEE Transactions on Biomedical Engineering.

Subsequence matching on structured time series data

Steve B. Jiang, David R. Kaeli, Hiroki Shirato, 2005, SIGMOD '05.

Markerless Fluoroscopic Gating for Lung Cancer Radiotherapy Using Generalized Linear Discriminant Analysis

Steve B. Jiang, Ruijiang Li, John H. Lewis, 2009, 2009 International Conference on Machine Learning and Applications.

A Dynamic CT Image Reconstruction Method by Inducing Prior Information from PCA Analysis

Steve B. Jiang, Xun Jia, Ruijiang Li, 2009, 2009 International Conference on Machine Learning and Applications.

Nonlinear Systems Identification Using Deep Dynamic Neural Networks pdf

Steve B. Jiang, Nicholas R. Gans, Xuejun Gu, 2016, ArXiv.

Tracking and Prediction of Tumor Movement in the Abdomen

Steve B. Jiang, Margrit Betke, Gregory C. Sharp, 2006, PRIS.

4D-CT lung motion estimation with deformable registration: quantification of motion nonlinearity and hysteresis.

Steve B. Jiang, G. Sharp, V. Boldea, 2008, Medical physics.

Multi-objective radiomics model for predicting distant failure in lung SBRT

Steve B. Jiang, Zhiguo Zhou, Jing Wang, 2017, Physics in medicine and biology.

The management of respiratory motion in radiation oncology report of AAPM Task Group 76.

Steve B. Jiang, E. Yorke, G. Mageras, 2006, Medical physics.

Real-time volumetric image reconstruction and 3D tumor localization based on a single x-ray projection image for lung cancer radiotherapy.

Steve B. Jiang, John H. Lewis, X. Gu, 2010, Medical physics.

GPU-based fast cone beam CT reconstruction from undersampled and noisy projection data via total variation

Steve B. Jiang, William Y. Song, Ruijiang Li, 2010 .

The management of respiratory motion in radiation oncology report of AAPM Task Group 76.

Steve B. Jiang, E. Yorke, G. Mageras, 2006, Medical physics.

Low-dose CT reconstruction via edge-preserving total variation regularization.

Steve B. Jiang, T. Pan, X. Jia, 2010, Physics in medicine and biology.

Assessment of patient organ doses and effective doses using the VIP-Man adult male phantom for selected cone-beam CT imaging procedures during image guided radiation therapy.

Steve B. Jiang, Jianwei Gu, B. Bednarz, 2008, Radiation protection dosimetry.

Effects of motion on the total dose distribution.

Steve B. Jiang, T. Bortfeld, E. Rietzel, 2004, Seminars in radiation oncology.

Temporo-spatial IMRT optimization: concepts, implementation and initial results

Steve B. Jiang, T. Bortfeld, B. Martin, 2005, Physics in medicine and biology.

Effects of intra-fraction motion on IMRT dose delivery: statistical analysis and simulation.

Steve B. Jiang, T. Bortfeld, M. Goitein, 2002, Physics in medicine and biology.

Deep Interactive Denoiser (DID) for X-Ray Computed Tomography pdf

Steve B. Jiang, Bin Dong, Ti Bai, 2020, IEEE Transactions on Medical Imaging.

Towards fluoroscopic respiratory gating for lung tumours without radiopaque markers

Steve B. Jiang, G. Sharp, H. Mostafavi, 2005, Physics in medicine and biology.

Dependence of fluence errors in dynamic IMRT on leaf-positional errors varying with time and leaf number.

Steve B. Jiang, L. Chin, J. Kung, 2003, Medical physics.

WE‐C‐ValA‐04: Derivation of the Tumor Position From External Respiratory Surrogates with Periodical Updating of External/internal Correlation

Steve B. Jiang, J. Aslam, G. Sharp, 2006 .

Tumor motion prediction with the diaphragm as a surrogate: a feasibility study

Steve B. Jiang, Steve B Jiang, Laura I Cerviño, 2010, Physics in medicine and biology.

A finite state model for respiratory motion analysis in image guided radiation therapy.

Steve B. Jiang, G. Sharp, D. Kaeli, 2004, Physics in medicine and biology.

Residual motion of lung tumours in gated radiotherapy with external respiratory surrogates

Steve B. Jiang, George T. Y. Chen, H. Shirato, 2005, Physics in medicine and biology.

Radiotherapy of mobile tumors.

Steve B. Jiang, 2006, Seminars in radiation oncology.

The diaphragm as an anatomic surrogate for lung tumor motion

Steve B. Jiang, Steve B Jiang, Laura I Cerviño, 2009, Physics in medicine and biology.

Internal-external correlation investigations of respiratory induced motion of lung tumors.

Steve B. Jiang, H. Shirato, R. Berbeco, 2007, Medical physics.

Quality assurance challenges for motion-adaptive radiation therapy: gating, breath holding, and four-dimensional computed tomography.

Steve B. Jiang, Steve B Jiang, Gig S Mageras, 2008, International journal of radiation oncology, biology, physics.

A feasibility study of markerless fluoroscopic gating for lung cancer radiotherapy using 4DCT templates.

Steve B. Jiang, Ruijiang Li, Steve B Jiang, 2009, Physics in medicine and biology.

An experimental investigation on intra-fractional organ motion effects in lung IMRT treatments.

Steve B. Jiang, T. Bortfeld, George T. Y. Chen, 2003, Physics in medicine and biology.

Estimation of the delivered patient dose in lung IMRT treatment based on deformable registration of 4D-CT data and Monte Carlo simulations

Steve B. Jiang, Steve B Jiang, Stella Flampouri, 2006, Physics in medicine and biology.

Deep BOO! Automating Beam Orientation Optimization in Radiation Therapy.

Steve B. Jiang, Olalekan P. Ogunmolu, M. Folkerts, 2019, EasyChair Preprints.

Ultrafast treatment plan optimization for volumetric modulated arc therapy (VMAT)

Steve B. Jiang, H. Romeijn, X. Jia, 2010, 1005.4396.

A new column-generation-based algorithm for VMAT treatment plan optimization

Steve B. Jiang, H. Romeijn, X. Gu, 2012, Physics in medicine and biology.

VMATc: VMAT with constant gantry speed and dose rate

Steve B. Jiang, H. Romeijn, M. Epelman, 2015, Physics in medicine and biology.

Continuous leaf optimization for IMRT leaf sequencing.

Steve B. Jiang, Mingli Chen, W. Lu, 2016, Medical physics.

Low-dose CT reconstruction via edge-preserving total variation regularization

Steve B. Jiang, T. Pan, X. Jia, 2010, Physics in medicine and biology.

Automatic commissioning of a GPU-based Monte Carlo radiation dose calculation code for photon radiotherapy

Steve B. Jiang, X. Jia, Z. Tian, 2014, Physics in medicine and biology.

Doppler radar respiration measurement for gated lung cancer radiotherapy

Steve B. Jiang, Changzhi Li, Ruijiang Li, 2011, 2011 IEEE Topical Conference on Biomedical Wireless Technologies, Networks, and Sensing Systems.

Fast Monte Carlo simulation for patient-specific CT/CBCT imaging dose calculation

Steve B. Jiang, X. Gu, X. Jia, 2011, Physics in medicine and biology.

A quality assurance phantom for IMRT dose verification

Steve B. Jiang, T. Pawlicki, A. Boyer, 2000, Proceedings of the 22nd Annual International Conference of the IEEE Engineering in Medicine and Biology Society (Cat. No.00CH37143).

On a PCA-based lung motion model

Steve B. Jiang, John H. Lewis, D. Low, 2010, Physics in medicine and biology.

The management of imaging dose during image-guided radiotherapy: report of the AAPM Task Group 75.

Steve B. Jiang, Steve B Jiang, Hiroki Shirato, 2007, Medical physics.

Deep Learning–Based COVID-19 Pneumonia Classification Using Chest CT Images: Model Generalizability

Steve B. Jiang, P. Iyengar, D. Nguyen, 2021, Frontiers in Artificial Intelligence.

Real-Time Whole-Brain Radiation Therapy: A Single-Institution Experience.

Steve B. Jiang, H. Choy, R. Timmerman, 2017, International journal of radiation oncology, biology, physics.

Deep learning can accelerate and quantify simulated localized correlated spectroscopy

Steve B. Jiang, D. Nguyen, M. Thomas, 2018, Scientific Reports.

GPU-based fast low-dose cone beam CT reconstruction via total variation.

Steve B. Jiang, Xun Jia, Ruijiang Li, 2010, Journal of X-Ray Science and Technology.

Determination of the initial beam parameters in Monte Carlo linac simulation.

Steve B. Jiang, Steve B Jiang, Toni Neicu, 2006, Medical physics.

A feasibility study for predicting optimal radiation therapy dose distributions of prostate cancer patients from patient anatomy using deep learning

Steve B. Jiang, Xun Jia, Xuejun Gu, 2017, Scientific Reports.

Characterization of electron beams for modulated electron beam radiotherapy

Steve B. Jiang, A. Kapur, C. Ma, 2000, Proceedings of the 22nd Annual International Conference of the IEEE Engineering in Medicine and Biology Society (Cat. No.00CH37143).

Liver motion during cone beam computed tomography guided stereotactic body radiation therapy.

Steve B. Jiang, Steve B Jiang, Bongyong Song, 2012, Medical physics.

Mitigation of motion artifacts in CBCT of lung tumors based on tracked tumor motion during CBCT acquisition

Steve B. Jiang, Xun Jia, Ruijiang Li, 2011, Physics in medicine and biology.

When should systematic patient positioning errors in radiotherapy be corrected?

Steve B. Jiang, Steve B Jiang, Marcel van Herk, 2002, Physics in medicine and biology.

Development of a compensator-based intensity-modulated radiation therapy system

Steve B. Jiang, 1998 .

Dosimetric comparison of Acuros XB with collapsed cone convolution/superposition and anisotropic analytic algorithm for stereotactic ablative radiotherapy of thoracic spinal metastases

Steve B. Jiang, Xuejun Gu, Timothy Solberg, 2015, Journal of applied clinical medical physics.

Impact of bone marrow radiation dose on acute hematologic toxicity in cervical cancer: principal component analysis on high dimensional data.

Steve B. Jiang, Steve B Jiang, John H. Lewis, 2010, International journal of radiation oncology, biology, physics.

Ultrafast cone-beam CT scatter correction with GPU-based Monte Carlo simulation

Luo Ouyang, Linghong Zhou, Steve B. Jiang, 2014 .

Measurement of the interplay effect in lung IMRT treatment using EDR2 films

Steve B. Jiang, R. Berbeco, C. Pope, 2006, Journal of applied clinical medical physics.

WE‐C‐204B‐05: Real‐Time Volumetric Image Reconstruction and 3D Tumor Localization Based on a Single X‐Ray Projection Image during Lung Cancer Radiotherapy

Steve B. Jiang, Xun Jia, Ruijiang Li, 2010 .

The fixed-point iteration method for IMRT optimization with truncated dose deposition coefficient matrix

Steve B. Jiang, Xun Jia, Masoud Zarepisheh, 2013 .

SU-E-CAMPUS-T-02: Selecting Reference Patients for Automatic Treatment Planning Using Multiple Geometrical Features

Steve B. Jiang, Xun Jia, Nan Li, 2013 .

3D tumor localization through real-time volumetric x-ray imaging for lung cancer radiotherapy.

Steve B. Jiang, Xun Jia, Ruijiang Li, 2011, Medical physics.

Moving GPU‐OpenCL‐based Monte Carlo dose calculation toward clinical use: Automatic beam commissioning and source sampling for treatment plan dose calculation

Steve B. Jiang, Xun Jia, Yongbao Li, 2017, Journal of applied clinical medical physics.

Full Monte Carlo-Based Biologic Treatment Plan Optimization System for Intensity Modulated Carbon Ion Therapy on Graphics Processing Unit.

Steve B. Jiang, X. Jia, Z. Tian, 2018, International journal of radiation oncology, biology, physics.

A Feasibility Study on Deep Learning-Based Individualized 3D Dose Distribution Prediction.

Steve B. Jiang, X. Jia, M. Folkerts, 2021, Medical physics.

The Role of Hypofractionated Radiation Therapy with Photons, Protons, and Heavy Ions for Treating Extracranial Lesions

Steve B. Jiang, H. Choy, R. Timmerman, 2016, Front. Oncol..

Binary Level-Set Shape Optimization Model and Algorithm for Volumetric Modulated Arc Therapy in Cancer Radiotherapy

Steve B. Jiang, Li-Tien Cheng, X. Jia, 2012 .

Dosimetric evaluation of synthetic CT generated with GANs for MRI‐only proton therapy treatment planning of brain tumors

Steve B. Jiang, R. Timmerman, A. Owrangi, 2020, Journal of applied clinical medical physics.

Deformable image registration of CT and truncated cone-beam CT for adaptive radiation therapy

Steve B. Jiang, X. Jia, X. Zhen, 2013, Physics in medicine and biology.

Iterative reconstruction with boundary detection for carbon ion computed tomography

Steve B. Jiang, Jing Wang, S. Niu, 2018, Physics in Medicine and Biology.

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.

A deformable head and neck phantom with in-vivo dosimetry for adaptive radiotherapy quality assurance.

Steve B. Jiang, Xun Jia, Loren Mell, 2015, Medical physics.

Three-dimensional printer-aided casting of soft, custom silicone boluses (SCSBs) for head and neck radiation therapy.

Steve B. Jiang, T. Strom, K. Westover, 2017, Practical radiation oncology.

A new approach to integrate GPU-based Monte Carlo simulation into inverse treatment plan optimization for proton therapy

Steve B. Jiang, Xun Jia, Ting Song, 2017, Physics in medicine and biology.

Boosting radiotherapy dose calculation accuracy with deep learning

Steve B. Jiang, W. Lu, D. Nguyen, 2020, Journal of applied clinical medical physics.

Exploring Deep Convolution Neural Networks with Transfer Learning for Rectum Toxicity Prediction in Cervical Cancer Radiotherapy

Steve B. Jiang, Steve B Jiang, Xuejun Gu, 2017 .

Including setup uncertainty in Monte Carlo dose calculation for IMRT

Steve B. Jiang, T. Pawlicki, C. Ma, 2000, Proceedings of the 22nd Annual International Conference of the IEEE Engineering in Medicine and Biology Society (Cat. No.00CH37143).

Patient-specific dosimetric endpoints based treatment plan quality control in radiotherapy

Linghong Zhou, Steve B. Jiang, Xun Jia, 2015, Physics in medicine and biology.

Graphics Processing Unit-Based High Performance Computing in Radiation Therapy

Steve B. Jiang, X. Gu, X. Jia, 2015 .

Prototype volumetric ultrasound tomography image guidance system for prone stereotactic partial breast irradiation: proof-of-concept

Bo Zhao, Steve B. Jiang, Rajiv Chopra, 2018, Physics in medicine and biology.

3D printer-assisted Soft Silicone Compensators for Electron Modulated Radiotherapy

Steve B. Jiang, T. Strom, K. Westover, 2017 .

An OpenCL-based Monte Carlo dose calculation engine (oclMC) for coupled photon-electron transport

Steve B. Jiang, X. Jia, Z. Tian, 2015, 1503.01722.

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.

Automated Text Message Reminders Improve Radiation Therapy Compliance.

Steve B. Jiang, A. Christie, K. Westover, 2019, International journal of radiation oncology, biology, physics.

Deep Learning Identifies Cardiomyocyte Nuclei in Murine Tissue with High Precision

Steve B. Jiang, D. Nguyen, Shah R. Ali, 2020, bioRxiv.

Emerging Role of Stereotactic Radiotherapy (SRT) in the Treatment of Early Stage Non-Small Cell Lung Cancer

Steve B. Jiang, Joshua D. Lawson, A. Mundt, 2009 .

Deformable Image Registration for Breath-hold CT Image Pairs from the COPDgene Study

Steve B. Jiang, R. Castillo, E. Castillo, 2010 .

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

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

Multifactorial cancer treatment outcome prediction through multifaceted radiomics.

Steve B. Jiang, Zhiguo Zhou, Jing Wang, 2018, 1807.09212.

Real-time liver tumor localization via a single x-ray projection using deep graph neural network-assisted biomechanical modeling

Steve B. Jiang, Justin C. Park, Jing Wang, 2022, Physics in medicine and biology.

Tumor tracking and real-time volumetric imaging via one cone-beam CT projection

Steve B. Jiang, Ruijiang Li, 2015 .

MR-CBCT image-guided system for radiotherapy of orthotopic rat prostate tumors

Steve B. Jiang, R. Mason, T. Arai, 2018, PloS one.

Radar motion sensing for accurate tumor tracking in radiation therapy

Steve B. Jiang, Changzhan Gu, Changzhi Li, 2011, WAMICON 2011 Conference Proceedings.

Dosimetric benefit of adaptive re-planning in pancreatic cancer stereotactic body radiotherapy.

Steve B. Jiang, X. Jia, Z. Tian, 2015, Medical dosimetry : official journal of the American Association of Medical Dosimetrists.

Optimized planning target volume for intact cervical cancer.

Steve B. Jiang, William Y. Song, L. Mell, 2012, International journal of radiation oncology, biology, physics.

Deep Convolutional Neural Networks With Transfer Learning for Rectum Toxicity Prediction in Combined Brachytherapy and External Beam Radiation Therapy for Cervical Cancer

Steve B. Jiang, X. Gu, Z. Zhong, 2017 .

CT-to-Cone-Beam CT Deformable Registration

Steve B. Jiang, X. Jia, 2015, HiPC 2015.

Deep Learning–Based CT-to-CBCT Deformable Image Registration for Autosegmentation in Head and Neck Adaptive Radiation Therapy

Steve B. Jiang, D. Nguyen, H. Morgan, 2021, 2102.00590.

New concept on an integrated interior magnetic resonance imaging and medical linear accelerator system for radiation therapy

Steve B. Jiang, Xun Jia, Ge Wang, 2017, Journal of medical imaging.

Low-dose 4DCT reconstruction via temporal nonlocal means.

Steve B. Jiang, Xun Jia, Steve B Jiang, 2010, Medical physics.

Prediction of respiratory tumour motion for real-time image-guided radiotherapy.

Steve B. Jiang, G. Sharp, H. Shirato, 2004, Physics in medicine and biology.

International Symposium on Ion Therapy: Planning the First Hospital-Based Heavy Ion Therapy Center in the United States.

Steve B. Jiang, H. Choy, R. Timmerman, 2015, International journal of particle therapy.

A GPU tool for efficient, accurate, and realistic simulation of cone beam CT projections.

Steve B. Jiang, X. Jia, M. Folkerts, 2012, Medical physics.

Four-dimensional cone beam CT reconstruction and enhancement using a temporal nonlocal means method.

Steve B. Jiang, J. Sonke, X. Jia, 2012, Medical physics.

Iterative CT Reconstruction with Regularization Parameter Tuned by Blind Image Quality Assessment

Steve B. Jiang, Hao Yan, Xuanqin Mou, 2015 .

Full Monte Carlo-based biological treatment plan optimization system for intensity modulated carbon ion therapy on GPU

Steve B. Jiang, X. Jia, Z. Tian, 2017 .

Implementation and evaluation of various demons deformable image registration algorithms on a GPU

Steve B. Jiang, R. Castillo, E. Castillo, 2009, Physics in medicine and biology.

The fixed-point iteration method for IMRT optimization with truncated dose deposition coefficient matrix

Steve B. Jiang, X. Jia, Z. Tian, 2013, 1303.3504.

GPU-based Monte Carlo radiotherapy dose calculation using phase-space sources

Steve B. Jiang, X. Jia, Z. Tian, 2013, Physics in medicine and biology.

A clinical study of MLC-based IMRT lung dose calculation accuracy on plan evaluation parameters

Steve B. Jiang, A. Niemierko, T. Pawlicki, 2010 .

Monte Carlo Simulations of Multileaf Collimated Electrons

Steve B. Jiang, C. Ma, B. Yi, 2000 .

Evaluation of IMRT QA Point Measurement Rocesses Using a Commercial Heterogeneous Phantom

Steve B. Jiang, T. Pawlicki, N. Tyagi, 2010 .

Integrated radiotherapy imaging system (IRIS): design considerations of tumour tracking with linac gantry-mounted diagnostic x-ray systems with flat-panel detectors.

Steve B. Jiang, G. Sharp, George T. Y. Chen, 2004, Physics in medicine and biology.

A method for volumetric imaging in radiotherapy using single x-ray projection.

Steve B. Jiang, Jing Wang, X. Jia, 2014, Medical physics.

GPU-based fast Monte Carlo simulation for radiotherapy dose calculation

Steve B. Jiang, X. Gu, X. Jia, 2011, Physics in medicine and biology.

A GPU-based finite-size pencil beam algorithm with 3D-density correction for radiotherapy dose calculation

Steve B. Jiang, X. Gu, X. Jia, 2011, Physics in medicine and biology.

GPU-based fast gamma index calculation

Steve B. Jiang, X. Gu, X. Jia, 2010, Physics in medicine and biology.

GPU-based ultra-fast dose calculation using a finite size pencil beam model

Steve B. Jiang, X. Gu, C. Men, 2009, Physics in medicine and biology.

Photon and Proton Pencil Beam Dose Calculation

Steve B. Jiang, X. Jia, 2015 .

Synchronized moving aperture radiation therapy (SMART): average tumour trajectory for lung patients.

Steve B. Jiang, H. Shirato, Y. Seppenwoolde, 2003, Physics in medicine and biology.

A GPU-based finite-size pencil beam algorithm with 3D-density correction for radiotherapy dose calculation.

Steve B. Jiang, X. Gu, X. Jia, 2011, Physics in medicine and biology.

CT-to-Cone-Beam CT Deformable Registration

Steve B. Jiang, X. Jia, 2018 .

Comprehensive evaluations of cone-beam CT dose in image-guided radiation therapy via GPU-based Monte Carlo simulations

Steve B. Jiang, X. Jia, L. Cervino, 2013, Physics in medicine and biology.

Has the use of computers in radiation therapy improved the accuracy in radiation dose delivery ?

Steve B. Jiang, M. Sharpe, G. Sandison, 2013 .

A 3-DOF Soft Robot System For Frameless and Maskless Cancer Radiotherapy

Steve B. Jiang, X. Gu, Yonas Tadesse, 2017 .

A multicriteria framework with voxel-dependent parameters for radiotherapy treatment plan optimization.

Steve B. Jiang, X. Jia, M. Zarepisheh, 2012, Medical physics.

Segmentation by Test-Time Optimization (TTO) for CBCT-based Adaptive Radiation Therapy

Steve B. Jiang, Justin C. Park, T. Bai, 2022, Medical physics.

An introduction to deep learning in medical physics: advantages, potential, and challenges

Steve B. Jiang, Xun Jia, Chenyang Shen, 2020, Physics in medicine and biology.

A hybrid metal artifact reduction algorithm for x-ray CT.

Steve B. Jiang, Xun Jia, Xuanqin Mou, 2013, Medical physics.

Anatomic feature-based registration for patient set-up in head and neck cancer radiotherapy

Steve B. Jiang, Gregory C Sharp, Steve B Jiang, 2005, Physics in medicine and biology.

GPU-based high-performance computing for radiation therapy

Steve B. Jiang, Xun Jia, Steve B Jiang, 2014, Physics in medicine and biology.

The Role of In-Room kV X-Ray Imaging for Patient Setup and Target Localization

Timothy D. Solberg, Steve B. Jiang, Steve B Jiang, 2009 .

Improving proton dose calculation accuracy by using deep learning

Steve B. Jiang, Dan Nguyen, Jan Schuemann, 2020, Mach. Learn. Sci. Technol..

GPU-based fast Monte Carlo dose calculation for proton therapy

Steve B. Jiang, Steve B Jiang, Harald Paganetti, 2012, Physics in medicine and biology.

Mid-range probing—towards range-guided particle therapy

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

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.

Bone Marrow-sparing Intensity Modulated Radiation Therapy With Concurrent Cisplatin For Stage IB-IVA Cervical Cancer: An International Multicenter Phase II Clinical Trial (INTERTECC-2).

Steve B. Jiang, R. Xu, W. Bosch, 2017, International journal of radiation oncology, biology, physics.

Accelerated Monte Carlo simulation on the chemical stage in water radiolysis using GPU

Steve B. Jiang, Xun Jia, Steve B Jiang, 2017, Physics in medicine and biology.

Automatic treatment plan re-optimization for adaptive radiotherapy guided with the initial plan DVHs

Linghong Zhou, Steve B. Jiang, Xun Jia, 2013, Physics in medicine and biology.

Multifaceted radiomics for distant metastasis prediction in head & neck cancer

Hui Liu, Steve B. Jiang, Steve B Jiang, 2020, Physics in medicine and biology.

Predicting distant failure in early stage NSCLC treated with SBRT using clinical parameters.

Steve B. Jiang, Puneeth Iyengar, Jing Wang, 2016, Radiotherapy and oncology : journal of the European Society for Therapeutic Radiology and Oncology.

Volumetric modulated arc therapy based total body irradiation: Workflow and clinical experience with an indexed rotational immobilization system

Steve B. Jiang, R. Timmerman, X. Gu, 2017 .

Residual motion of lung tumors in end-of-inhale respiratory gated radiotherapy based on external surrogates.

Steve B. Jiang, Steve B Jiang, Hiroki Shirato, 2006, Medical physics.

A recursive ensemble organ segmentation (REOS) framework: application in brain radiotherapy

Linghong Zhou, Steve B. Jiang, Xuejun Gu, 2019, Physics in medicine and biology.

An analytic linear accelerator source model for GPU-based Monte Carlo dose calculations

Steve B. Jiang, Xun Jia, Steve B Jiang, 2015, Physics in medicine and biology.

A segmentation and point-matching enhanced efficient deformable image registration method for dose accumulation between HDR CT images

Linghong Zhou, Steve B. Jiang, Xun Jia, 2015, Physics in medicine and biology.

Validation of a GPU-based Monte Carlo code (gPMC) for proton radiation therapy: clinical cases study

Steve B. Jiang, Xun Jia, Harald Paganetti, 2015, Physics in medicine and biology.

MRI-guided tumor tracking in lung cancer radiotherapy

Steve B. Jiang, Steve B Jiang, Jiang Du, 2011, Physics in medicine and biology.

Lung tumor tracking in fluoroscopic video based on optical flow.

Steve B. Jiang, Qianyi Xu, Steve B Jiang, 2008, Medical physics.

Three-Dimensional Dose Prediction for Lung IMRT Patients with Deep Neural Networks: Robust Learning from Heterogeneous Beam Configurations

Steve B. Jiang, Weiguo Lu, Dan Nguyen, 2018, ArXiv.

Volumetric Modulated Arc Therapy Enabled Total Body Irradiation (VMAT-TBI): Six-year Clinical Experience and Treatment Outcomes.

Steve B. Jiang, R. Timmerman, X. Gu, 2021, Transplantation and cellular therapy.

A reinforcement learning application of a guided Monte Carlo Tree Search algorithm for beam orientation selection in radiation therapy pdf

Steve B. Jiang, Dan Nguyen, Steve Jiang, 2020, Mach. Learn. Sci. Technol..

Flattening filter free in intensity‐modulated radiotherapy (IMRT) – Theoretical modeling with delivery efficiency analysis

Steve B. Jiang, Q. Hou, X. Gu, 2018, Medical physics.

Frameless, Real-Time, Surface Imaging-Guided Radiosurgery: Clinical Outcomes for Brain Metastases.

Steve B. Jiang, Steve B Jiang, Todd Pawlicki, 2012, Neurosurgery.

Initial clinical experience with a frameless and maskless stereotactic radiosurgery treatment.

Steve B. Jiang, Steve B Jiang, Joshua D. Lawson, 2012, Practical radiation oncology.

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.

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.

Super-Resolution 1H Magnetic Resonance Spectroscopic Imaging Utilizing Deep Learning

Steve B. Jiang, Wolfgang Bogner, Dan Nguyen, 2018, Front. Oncol..

Probabilistic self-learning framework for Low-dose CT Denoising

Steve B. Jiang, T. Bai, Biling Wang, 2020, Medical physics.

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

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

Iterative Cone-Beam CT Reconstruction on GPUs

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

PSA-Net: Deep Learning based Physician Style-Aware Segmentation Network for Post-Operative Prostate Cancer Clinical Target Volume

Steve B. Jiang, Wei Liu, Jie Shan, 2021, Artificial intelligence in medicine.

Synthesizing CT images from MR images with deep learning: model generalization for different datasets through transfer learning

Steve B. Jiang, Yaoqin Xie, Ti Bai, 2021, Biomedical physics & engineering express.

MRI-only brain radiotherapy: Assessing the dosimetric accuracy of synthetic CT images generated using a deep learning approach.

Steve B. Jiang, Dan Nguyen, Sarah McGuire, 2019, Radiotherapy and oncology : journal of the European Society for Therapeutic Radiology and Oncology.

A deep convolutional neural network-based automatic delineation strategy for multiple brain metastases stereotactic radiosurgery

Steve B. Jiang, Steve B Jiang, Xuejun Gu, 2017, PloS one.

Site-Agnostic 3D Dose Distribution Prediction with Deep Learning Neural Networks

Steve B. Jiang, Dan Nguyen, Steve Jiang, 2021, Medical physics.

Deep dose plugin: towards real-time Monte Carlo dose calculation through a deep learning-based denoising algorithm pdf

Steve B. Jiang, Ti Bai, Dan Nguyen, 2020, Mach. Learn. Sci. Technol..

Fully automated organ segmentation in male pelvic CT images

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

A novel geometry-dosimetry label fusion method in multi-atlas segmentation for radiotherapy: a proof-of-concept study

Steve B. Jiang, Steve B Jiang, Zhen Tian, 2017, Physics in medicine and biology.

Dosimetric impact of physician style variations in contouring CTV for post-operative prostate cancer: A deep learning based simulation study pdf

Steve B. Jiang, Dan Nguyen, Steve Jiang, 2021, ArXiv.

A deep learning-based framework for segmenting invisible clinical target volumes with estimated uncertainties for post-operative prostate cancer radiotherapy pdf

Steve B. Jiang, Dan Nguyen, Steve Jiang, 2020, Medical Image Anal..

A deformable lung tumor tracking method in fluoroscopic video using active shape models: a feasibility study

Steve B. Jiang, Qianyi Xu, Steve B Jiang, 2007, Physics in medicine and biology.

The Management of Respiratory Motion in Radiation Oncology Handout for AAPM 2005 Continuing Education Session, based on the

Steve B. Jiang, K. Forster, E. Yorke, 2005 .

A moment-based approach for DVH-guided radiotherapy treatment plan optimization

Steve B. Jiang, Steve B Jiang, M Zarepisheh, 2013, Physics in medicine and biology.

Deep convolutional neural network with transfer learning for rectum toxicity prediction in cervical cancer radiotherapy: a feasibility study

Linghong Zhou, Steve B. Jiang, Steve B Jiang, 2017, Physics in medicine and biology.

A software tool for 2D/3D visualization and analysis of phase-space data generated by Monte Carlo modelling of medical linear accelerators

Steve B. Jiang, Steve B Jiang, Toni Neicu, 2005, Physics in medicine and biology.

Deep BOO! Automating Beam Orientation Optimization in Intensity-Modulated Radiation Therapy

Steve B. Jiang, Nicholas R. Gans, Dan Nguyen, 2018, WAFR.

Applications of Machine Learning in Real-Time Tumor Localization

Steve B. Jiang, Ruijiang Li, Steve B Jiang, 2012 .

Using surface imaging and visual coaching to improve the reproducibility and stability of deep-inspiration breath hold for left-breast-cancer radiotherapy

Steve B. Jiang, Steve B Jiang, Laura I Cerviño, 2009, Physics in medicine and biology.

Technical aspects of image-guided respiration-gated radiation therapy.

Steve B. Jiang, Steve B Jiang, 2006, Medical dosimetry : official journal of the American Association of Medical Dosimetrists.

“4D” IMRT Delivery

Steve B. Jiang, Steve B Jiang, Ellen Yorke, 2006 .

Comparison of target registration errors for multiple image-guided techniques in accelerated partial breast irradiation.

Steve B. Jiang, Steve B Jiang, Marco Riboldi, 2008, International journal of radiation oncology, biology, physics.

Internal target volume determined with expansion margins beyond composite gross tumor volume in three-dimensional conformal radiotherapy for lung cancer.

Steve B. Jiang, Steve B Jiang, Helen A Shih, 2004, International journal of radiation oncology, biology, physics.

Frame-less and mask-less cranial stereotactic radiosurgery: a feasibility study

Steve B. Jiang, Steve B Jiang, Todd Pawlicki, 2010, Physics in medicine and biology.

A 3-DOF Neuro-Adaptive Pose Correction System For Frameless and Maskless Cancer Radiotherapy pdf

Steve B. Jiang, Xuejun Gu, Steve B Jiang, 2017, ArXiv.

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).

A Real-Time Soft Robotic Patient Positioning System for Maskless Head-and-Neck Cancer Radiotherapy: An Initial Investigation

Steve B. Jiang, Olalekan P. Ogunmolu, X. Gu, 2015, 1506.04787.

Real-Time , Soft Robotic Patient Positioning System for Maskless Head-and-Neck Cancer Radiotherapy

Steve B. Jiang, Olalekan P. Ogunmolu, X. Gu, 2015 .

Summary of Key Journal Papers: AlignRT

Steve B. Jiang, L Cerviño, T Pawlicki, 2011 .

Target Registration Error with Three-Dimensional Surface Imaging in Setup of Image-Guided Partial Breast Irradiation

Steve B. Jiang, Steve B Jiang, Gregory C. Sharp, 2005 .

TU‐E‐BRB‐05: Real‐Time Dose Reconstruction for Treatment Monitoring

Steve B. Jiang, Xun Jia, Xuejun Gu, 2010 .

Multiple template-based fluoroscopic tracking of lung tumor mass without implanted fiducial markers

Steve B. Jiang, Ying Cui, Jennifer G. Dy, 2007, 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.

Reliable lymph node metastasis prediction in head & neck cancer through automated multi-objective model

Steve B. Jiang, Liyuan Chen, Jing Wang, 2019, 2019 IEEE EMBS International Conference on Biomedical & Health Informatics (BHI).

Combining many-objective radiomics and 3D convolutional neural network through evidential reasoning to predict lymph node metastasis in head and neck cancer

Steve B. Jiang, Liyuan Chen, Jing Wang, 2018, Physics in medicine and biology.

GPU-based iterative cone-beam CT reconstruction using tight frame regularization

Steve B. Jiang, Xun Jia, Steve B Jiang, 2010, Physics in medicine and biology.

Generating synthesized computed tomography (CT) from cone-beam computed tomography (CBCT) using CycleGAN for adaptive radiation therapy

Jing Wang, Steve B. Jiang, Steve B Jiang, 2018, Physics in medicine and biology.

A Feasibility Study on Deep Learning-Based Radiotherapy Dose Calculation

Steve B. Jiang, Ming Yang, Weiguo Lu, 2019, 1908.03159.

On the robustness of deep learning-based lung-nodule classification for CT images with respect to image noise

Steve B. Jiang, Xun Jia, Liyuan Chen, 2020, Physics in medicine and biology.

A vectorized Monte Carlo code for radiotherapy treatment planning dose calculation.

Huazhong Shu, Steve B. Jiang, Steve B Jiang, 2003, Physics in medicine and biology.

Dose Prediction with Deep Learning for Prostate Cancer Radiation Therapy: Model Adaptation to Different Treatment Planning Practices

Steve B. Jiang, Kamesh Namuduri, Roya Norouzi Kandalan, 2020, Radiotherapy and oncology : journal of the European Society for Therapeutic Radiology and Oncology.

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.

Beam modeling and beam model commissioning for Monte Carlo dose calculation-based radiation therapy treatment planning: Report of AAPM Task Group 157.

Steve B. Jiang, Indrin J Chetty, Jeffrey V Siebers, 2019, Medical physics.

A hybrid reconstruction algorithm for fast and accurate 4D cone-beam CT imaging.

Hao Yan, Steve B. Jiang, Xun Jia, 2014, Medical physics.

Real-time volumetric image reconstruction and 3D tumor localization based on a single x-ray projection image for lung cancer radiotherapy.

Steve B. Jiang, Xun Jia, Ruijiang Li, 2010, Medical physics.

Using Deep Learning to Predict Beam-Tunable Pareto Optimal Dose Distribution for Intensity Modulated Radiation Therapy

Steve B. Jiang, Dan Nguyen, Steve Jiang, 2020, Medical physics.

GPU-based fast cone beam CT reconstruction from undersampled and noisy projection data via total variation.

Steve B. Jiang, Xun Jia, Ruijiang Li, 2010, Medical physics.

GPU-based ultra-fast direct aperture optimization for online adaptive radiation therapy

Steve B. Jiang, Xun Jia, Steve B Jiang, 2010, Physics in medicine and biology.

GPU-based ultrafast IMRT plan optimization

Steve B. Jiang, Klaus Mueller, Steve B Jiang, 2009, Physics in medicine and biology.

GPU-based Fast Low Dose Cone Beam CT Reconstruction via Total Variation

Steve B. Jiang, Xun Jia, Ruijiang Li, 2010, 1001.0599.

Cone-Beam Computed Tomography (CBCT) Segmentation by Adversarial Learning Domain Adaptation

Steve B. Jiang, Ming Yang, Xiaoning Qian, 2019, MICCAI.

Recent developments and comprehensive evaluations of a GPU-based Monte Carlo package for proton therapy

Steve B. Jiang, Xun Jia, Steve B Jiang, 2016, Physics in medicine and biology.

Synthetic CT Generation from CBCT images via Deep Learning.

Steve B. Jiang, Liyuan Chen, Xiao Liang, 2019, Medical physics.

A comparison of Monte Carlo dropout and bootstrap aggregation on the performance and uncertainty estimation in radiation therapy dose prediction with deep learning neural networks

Steve B. Jiang, Dan Nguyen, Steve Jiang, 2021, Physics in medicine and biology.

Patient-specific motion artifacts in 4DCT.

Steve B. Jiang, Ruijiang Li, Steve B Jiang, 2010, Medical physics.

4D CT sorting based on patient internal anatomy

Steve B. Jiang, Ruijiang Li, Steve B Jiang, 2009, Physics in medicine and biology.

A new scheme for real-time high-contrast imaging in lung cancer radiotherapy: a proof-of-concept study

Steve B. Jiang, Xun Jia, Steve B Jiang, 2016, Physics in medicine and biology.

Development of a GPU-based Monte Carlo dose calculation code for coupled electron–photon transport

Steve B. Jiang, Xun Jia, Steve B Jiang, 2009, 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.

A technique for respiratory-gated radiotherapy treatment verification with an EPID in cine mode

Steve B. Jiang, Steve B Jiang, Eike Rietzel, 2005, Physics in medicine and biology.

Electron modulated arc therapy (EMAT) using photon MLC for postmastectomy chest wall treatment I: Monte Carlo-based dosimetric characterizations.

Steve B. Jiang, Q. Hou, X. Gu, 2019, Physica medica : PM : an international journal devoted to the applications of physics to medicine and biology : official journal of the Italian Association of Biomedical Physics.

Intentional Deep Overfit Learning (IDOL): A Novel Deep Learning Strategy for Adaptive Radiation Therapy

Steve B. Jiang, Dan Nguyen, Steve Jiang, 2021, Medical physics.

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.

Synthetic CT generation from CBCT images via unsupervised deep learning

Steve B. Jiang, Jing Wang, D. Nguyen, 2021, Physics in medicine and biology.

Synchronized moving aperture radiation therapy (SMART): improvement of breathing pattern reproducibility using respiratory coaching

Steve B. Jiang, Steve B Jiang, Ross Berbeco, 2006, Physics in medicine and biology.

Automatic metastatic brain tumor segmentation for stereotactic radiosurgery applications

Steve B. Jiang, Steve B Jiang, Xuejun Gu, 2016, Physics in medicine and biology.

Volumetric Computed Tomography Reconstruction with Dictionary Learning

Xi Chen, Hao Yan, Steve B. Jiang, 2017 .

A new Monte Carlo-based treatment plan optimization approach for intensity modulated radiation therapy

Steve B. Jiang, Xun Jia, Yongbao Li, 2015, Physics in medicine and biology.

Z-Index Parameterization for Volumetric CT Image Reconstruction via 3-D Dictionary Learning

Steve B. Jiang, Xun Jia, Xuanqin Mou, 2017, IEEE Transactions on Medical Imaging.

Low-dose 4DCT reconstruction via temporal nonlocal means.

Steve B. Jiang, X. Jia, Z. Tian, 2010, Medical physics.

Assessing residual motion for gated proton-beam radiotherapy.

Steve B. Jiang, Gregory C Sharp, Steve B Jiang, 2007, Journal of radiation research.

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.

Optimal surface marker locations for tumor motion estimation in lung cancer radiotherapy

Steve B. Jiang, Xun Jia, Steve B Jiang, 2012, Physics in medicine and biology.

A contour-guided deformable image registration algorithm for adaptive radiotherapy

Steve B. Jiang, Xun Jia, Steve B Jiang, 2011, Physics in medicine and biology.

Extracting respiratory signals from thoracic cone beam CT projections

Hao Yan, Steve B. Jiang, Xun Jia, 2012, Physics in medicine and biology.

Real-time liver tumor localization via combined surface imaging and a single x-ray projection

Steve B. Jiang, Jing Wang, You Zhang, 2023, Physics in medicine and biology.

Patient-specific motion artifacts in 4DCT.

Steve B. Jiang, William Y. Song, Justin C. Park, 2010, Medical physics.

A comprehensive study on the relationship between the image quality and imaging dose in low-dose cone beam CT

Steve B. Jiang, Xun Jia, Steve B Jiang, 2011, Physics in medicine and biology.

A practical cone-beam CT scatter correction method with optimized Monte Carlo simulations for image-guided radiation therapy

Hao Yan, Luo Ouyang, Linghong Zhou, 2015, Physics in medicine and biology.

Beam orientation optimization for intensity modulated radiation therapy using adaptive l2,1-minimization

Steve B. Jiang, Xun Jia, Steve B Jiang, 2011, Physics in medicine and biology.

Initial development of goCMC: a GPU-oriented fast cross-platform Monte Carlo engine for carbon ion therapy

Steve B. Jiang, Xun Jia, Katia Parodi, 2017, Physics in medicine and biology.

Effect of statistical fluctuation in Monte Carlo based photon beam dose calculation on gamma index evaluation

Steve B. Jiang, Xun Jia, Steve B Jiang, 2012, Physics in medicine and biology.

Convolution‐based modified Clarkson integration (CMCI) for electron cutout factor calculation

Steve B. Jiang, Mingli Chen, W. Lu, 2018, Journal of Applied Clinical Medical Physics.

A Multileaf Collimator for Modulated Electron Radiation Therapy for Breast Cancer

Steve B. Jiang, Yulin Song, 2002 .

Daily online cone beam computed tomography to assess interfractional motion in patients with intact cervical cancer.

Steve B. Jiang, Steve B Jiang, John H Lewis, 2011, International journal of radiation oncology, biology, physics.

Cardiac dosimetric evaluation of deep inspiration breath-hold level variances using computed tomography scans generated from deformable image registration displacement vectors.

Steve B. Jiang, X. Gu, C. Yashar, 2016, Medical dosimetry : official journal of the American Association of Medical Dosimetrists.

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.

Ultrafast treatment plan optimization for volumetric modulated arc therapy (VMAT).

Steve B. Jiang, Xun Jia, Steve B Jiang, 2010, Medical physics.

Applications of Artificial Intelligence in Particle Radiotherapy

Steve B. Jiang, D. Nguyen, A. Mairani, 2021, 2102.03061.

Intelligent inverse treatment planning via deep reinforcement learning, a proof-of-principle study in high dose-rate brachytherapy for cervical cancer

Steve B. Jiang, Xun Jia, Liyuan Chen, 2018, Physics in medicine and biology.

Deep learning can accelerate and quantify simulated localized correlated spectroscopy

Steve B. Jiang, D. Nguyen, Zohaib Iqbal, 2021, Scientific Reports.

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.

An Analytic Linear Accelerator Source Model for Monte Carlo Dose Calculations. I. Model Representation and Construction

Steve B. Jiang, X. Jia, Z. Tian, 2015, 1503.01724.

An Analytic Linear Accelerator Source Model for Monte Carlo dose calculations. II. Model Utilization in a GPU-based Monte Carlo Package and Automatic Source Commissioning

Steve B. Jiang, X. Jia, Z. Tian, 2015, 1503.01725.

Design and development of soft robot for head and neck cancer radiotherapy

Steve B. Jiang, Xuejun Gu, Steve B Jiang, 2018, Smart Structures and Materials + Nondestructive Evaluation and Health Monitoring.

Electron Beam Commissioning for Monte Carlo Dose Calculation

Steve B. Jiang, T. Pawlicki, C. Ma, 2000 .

Operating a Treatment Planning System using a Deep-Reinforcement-Learning based Virtual Treatment Planner for Prostate Cancer Intensity-Modulated Radiation Therapy Treatment Planning.

Steve B. Jiang, Xun Jia, Liyuan Chen, 2020, Medical physics.

SU‐GG‐T‐439: Dosimetric Comparison of Compensator and Multi‐Leaf Collimator (MLC) Based Intensity Modulated Radiosurgery (IMRS)

Steve B. Jiang, Todd Pawlicki, Kevin T. Murphy, 2008 .

The management of respiratory motion in radiation oncology report of AAPM Task Group 76a).

Steve B. Jiang, E. Yorke, G. Mageras, 2006, Medical physics.

Ultra-Fast Digital Tomosynthesis Reconstruction Using General-Purpose GPU Programming for Image-Guided Radiation Therapy

Steve B. Jiang, Jin Sung Kim, Ho Kyung Kim, 2011, Technology in cancer research & treatment.

Semi-automatic sigmoid colon segmentation in CT for radiation therapy treatment planning via an iterative 2.5-D deep learning approach

Steve B. Jiang, Xun Jia, Chenyang Shen, 2020, Medical Image Anal..

Development of a Real-time Indoor Location System using Bluetooth Low Energy Technology and Deep Learning to Facilitate Clinical Applications.

Steve B. Jiang, K. Westover, X. Jia, 2019, Medical physics.

Progressive cone beam CT dose control in image-guided radiation therapy.

Steve B. Jiang, Xun Jia, Steve B Jiang, 2013, Medical physics.

Markerless gating for lung cancer radiotherapy based on machine learning techniques

Steve B. Jiang, Jennifer G. Dy, Steve B Jiang, 2009, Physics in medicine and biology.

The management of respiratory motion in radiation oncology report of AAPM Task Group 76.

Steve B. Jiang, E. Yorke, G. Mageras, 2006, Medical physics.

Fluoroscopic tumor tracking for image-guided lung cancer radiotherapy

Steve B. Jiang, Nuno Vasconcelos, Steve B Jiang, 2009, Physics in medicine and biology.

Markerless lung tumor tracking and trajectory reconstruction using rotational cone-beam projections: a feasibility study

Steve B. Jiang, Ruijiang Li, Steve B Jiang, 2010, Physics in medicine and biology.

A Fast Deep Learning Approach for Beam Orientation Optimization for Prostate Cancer Treated with Intensity Modulated Radiation Therapy.

Steve B. Jiang, Dan Nguyen, Olalekan P. Ogunmolu, 2019, Medical physics.

A Fast Deep Learning Approach for Beam Orientation Optimization for Prostate Cancer IMRT Treatments.

Steve B. Jiang, Dan Nguyen, Steve Jiang, 2019, 1905.00523.

Multi-GPU implementation of a VMAT treatment plan optimization algorithm.

Fei Peng, Steve B. Jiang, Xun Jia, 2015, Medical physics.

Individualized 3D Dose Distribution Prediction Using Deep Learning

Linghong Zhou, Steve B. Jiang, Xun Jia, 2019, AIRT@MICCAI.

Generalizability issues with deep learning models in medicine and their potential solutions: illustrated with cone-beam computed tomography (CBCT) to computed tomography (CT) image conversion pdf

Steve B. Jiang, Xiao Liang, Dan Nguyen, 2020, Mach. Learn. Sci. Technol..

Generating Pareto Optimal Dose Distributions for Radiation Therapy Treatment Planning

Steve B. Jiang, Xun Jia, Chenyang Shen, 2019, MICCAI.

A respiratory-gated treatment system for proton therapy.

Steve B. Jiang, Steve Jiang, Gregory Sharp, 2007, Medical physics.

Reduction of organ motion effects in IMRT and conformal 3D radiation delivery by using gating and tracking techniques.

Steve B. Jiang, E Yorke, P Giraud, 2006, Cancer radiotherapie : journal de la Societe francaise de radiotherapie oncologique.

Initial clinical experience with a frameless and maskless stereotactic radiosurgery treatment.

Steve B. Jiang, Joshua D. Lawson, T. Pawlicki, 2012, Practical radiation oncology.

Gating based on internal/external signals with dynamic correlation updates

Steve B. Jiang, Steve B Jiang, Hiroki Shirato, 2008, Physics in medicine and biology.

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..

Multi-GPU Cone-Beam CT Reconstruction

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

Towards the clinical implementation of iterative low-dose cone-beam CT reconstruction in image-guided radiation therapy: cone/ring artifact correction and multiple GPU implementation.

Hao Yan, Steve B. Jiang, Xun Jia, 2014, Medical physics.

Fast Monte Carlo simulation for patient-specific CT/CBCT imaging dose calculation

Steve B. Jiang, X. Gu, X. Jia, 2011, Physics in medicine and biology.

GPU-based iterative cone-beam CT reconstruction using tight frame regularization

Steve B. Jiang, X. Jia, Y. Lou, 2010, Physics in medicine and biology.

A Fast Deep Learning Approach for Beam Orientation Optimization for Prostate Cancer IMRT Treatments.

Steve B. Jiang, Olalekan P. Ogunmolu, Azar Sadeghnejad Barkousaraie, 2019, 1905.00523.

Internal target volume determined with expansion margins beyond composite gross tumor volume in three-dimensional conformal radiotherapy for lung cancer.

Steve B. Jiang, H. Shih, N. Choi, 2004, International journal of radiation oncology, biology, physics.

Graphics Processing Unit-Based High Performance Computing in Radiation Therapy

Steve B. Jiang, X. Jia, C. Men, 2015 .

A feasibility study for predicting optimal radiation therapy dose distributions of prostate cancer patients from patient anatomy using deep learning

Steve B. Jiang, X. Gu, X. Jia, 2017, Scientific Reports.

An analytic linear accelerator source model for GPU-based Monte Carlo dose calculations

Steve B. Jiang, X. Jia, Z. Tian, 2015, Physics in medicine and biology.

A GPU OpenCL based cross-platform Monte Carlo dose calculation engine (goMC)

Steve B. Jiang, Xun Jia, Steve B Jiang, 2015, Physics in medicine and biology.

A comparison of Monte Carlo dropout and bootstrap aggregation on the performance and uncertainty estimation in radiation therapy dose prediction with deep learning neural networks

Steve B. Jiang, D. Nguyen, Mu-Han Lin, 2021, Physics in medicine and biology.

Using Monte Carlo dropout and bootstrap aggregation for uncertainty estimation in radiation therapy dose prediction with deep learning neural networks pdf

Steve B. Jiang, Dan Nguyen, Steve Jiang, 2020, ArXiv.

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..

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).

CT to cone-beam CT deformable registration with simultaneous intensity correction

Linghong Zhou, Steve B. Jiang, Xun Jia, 2012, Medical physics.

Threshold-driven optimization for reference-based auto-planning

Steve B. Jiang, Weiguo Lu, Steve Jiang, 2018, Physics in medicine and biology.

Fluoroscopic tumor tracking for image-guided lung cancer radiotherapy

Steve B. Jiang, N. Vasconcelos, Xiaoli Tang, 2009, Physics in Medicine and Biology.

The diaphragm as an anatomic surrogate for lung tumor motion

Steve B. Jiang, A. Sandhu, A. K. Chao, 2009, Physics in medicine and biology.

Fluoroscopic tracking of multiple implanted fiducial markers using multiple object tracking

Steve B. Jiang, Steve B Jiang, Xiaoli Tang, 2007, Physics in medicine and biology.

Validation of a GPU-based Monte Carlo code (gPMC) for proton radiation therapy: clinical cases study

Steve B. Jiang, X. Jia, H. Paganetti, 2015, Physics in medicine and biology.