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Research Output 1993 2019

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Article
2019
2 Citations (Scopus)
Organs at Risk
Head and Neck Neoplasms
Radiotherapy
Learning
Prescriptions
1 Citation (Scopus)
Open Access
Feasibility Studies
Prostatic Neoplasms
Anatomy
Radiotherapy
Learning

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

Chen, H., Lu, W., Chen, M., Zhou, L., Timmerman, R., Tu, D., Nedzi, L. A., Wardak, Z., Jiang, S. B., Zhen, X. & Gu, X., Jan 11 2019, In : Physics in Medicine and Biology. 64, 2, 025015.

Research output: Contribution to journalArticle

Organs at Risk
Radiotherapy
Brain
Brain Stem
Brain Neoplasms

Automated Text Message Reminders Improve Radiation Therapy Compliance

Tan, J., Christie, A., Montalvo, S. K., Wallace, C., Yan, Y., Folkerts, M., Yingling, A., Sher, D. J., Choy, H., Jiang, S. B. & Westover, K. D., Jan 1 2019, (Accepted/In press) In : International Journal of Radiation Oncology Biology Physics.

Research output: Contribution to journalArticle

Text Messaging
Synchronous Meteorological Satellite
messages
radiation therapy
Appointments and Schedules
Head and Neck Neoplasms
Lymph Nodes
Neoplasm Metastasis
Learning
Aptitude
2 Citations (Scopus)
Radiotherapy
Tomography
Magnetic Resonance Imaging
Learning
Brain

Three-dimensional dose prediction for lung IMRT patients with deep neural networks: robust learning from heterogeneous beam configurations

Barragán-Montero, A. M., Nguyen, D., Lu, W., Lin, M. H., Norouzi-Kandalan, R., Geets, X., Sterpin, E. & Jiang, S. B., Jan 1 2019, In : Medical physics.

Research output: Contribution to journalArticle

Anatomy
Learning
Lung
Lung Neoplasms
Spinal Cord
2018
4 Citations (Scopus)

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

Iqbal, Z., Luo, D., Henry, P., Kazemifar, S., Rozario, T., Yan, Y., Westover, K., Lu, W., Nguyen, D., Long, T., Wang, J., Choy, H. & Jiang, S., Oct 1 2018, In : PLoS One. 13, 10, e0205392.

Research output: Contribution to journalArticle

Bluetooth
Politics
neural networks
learning
Patient Identification Systems

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

Li, S., Yang, N., Li, B., Zhou, Z., Hao, H., Folkert, M. R., Iyengar, P., Westover, K., Choy, H., Timmerman, R., Jiang, S. & Wang, J., Dec 1 2018, In : Medical Image Analysis. 50, p. 106-116 11 p.

Research output: Contribution to journalArticle

Radiotherapy
Non-Small Cell Lung Carcinoma
Tensors
Lung
Neoplasms

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

Chang, J., Lin, M. H., Lu, W., Chen, M. & Jiang, S., Jan 1 2018, (Accepted/In press) In : Journal of Applied Clinical Medical Physics.

Research output: Contribution to journalArticle

Convolution
convolution integrals
Electrons
electrons
output

Deep-learning based surface region selection for deep inspiration breath hold (DIBH) monitoring in left breast cancer radiotherapy

Chen, H., Chen, M., Lu, W., Zhao, B., Jiang, S. B., Zhou, L., Kim, N., Spangler, A. E., Rahimi, A. S., Zhen, X. & Gu, X., Dec 12 2018, In : Physics in Medicine and Biology. 63, 24, 245013.

Research output: Contribution to journalArticle

Radiotherapy
Learning
Breast Neoplasms
Patient Advocacy
Entropy
6 Citations (Scopus)

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

Shen, C., Gonzalez, Y., Chen, L., Jiang, S. B. & Jia, X., Apr 4 2018, (Accepted/In press) In : IEEE Transactions on Medical Imaging.

Research output: Contribution to journalArticle

Reinforcement learning
Tuning
Learning
Social Adjustment
Electronic guidance systems
1 Citation (Scopus)

Investigating rectal toxicity associated dosimetric features with deformable accumulated rectal surface dose maps for cervical cancer radiotherapy

Chen, J., Chen, H., Zhong, Z., Wang, Z., Hrycushko, B., Zhou, L., Jiang, S., Albuquerque, K., Gu, X. & Zhen, X., Jul 6 2018, In : Radiation Oncology. 13, 1, 125.

Research output: Contribution to journalArticle

Rectum
Uterine Cervical Neoplasms
Radiotherapy
Area Under Curve
Brachytherapy
1 Citation (Scopus)

Iterative reconstruction with boundary detection for carbon ion computed tomography

Shrestha, D., Qin, N., Zhang, Y., Kalantari, F., Niu, S., Jia, X., Pompos, A., Jiang, S. & Wang, J., Feb 26 2018, In : Physics in Medicine and Biology. 63, 5, 055002.

Research output: Contribution to journalArticle

Carbon
Tomography
Ions
Heavy Ion Radiotherapy
Bone and Bones

Mid-range probing - Towards range-guided particle therapy

Chen, M., Zhong, Y., Shao, Y., Jiang, S. & Lu, W., Jun 27 2018, In : Physics in Medicine and Biology. 63, 13, 13NT01.

Research output: Contribution to journalArticle

Electrons
Therapeutics
Positron-Emission Tomography
Uncertainty
Radiation

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

Chiu, T. D., Arai, T. J., Campbell, J., Jiang, S. B., Mason, R. P. & Stojadinovic, S., May 1 2018, In : PLoS One. 13, 5, e0198065.

Research output: Contribution to journalArticle

Image-Guided Radiotherapy
Cone-Beam Computed Tomography
Radiotherapy
prostatic neoplasms
radiotherapy
Breast
Tomography
Uncertainty
Prone Position
Segmental Mastectomy

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

Le, A. H., Stojadinovic, S., Timmerman, R., Choy, H., Duncan, R. L., Jiang, S. B. & Pompos, A., Jan 1 2018, (Accepted/In press) In : International Journal of Radiation Oncology Biology Physics.

Research output: Contribution to journalArticle

Cone-Beam Computed Tomography
brain
radiation therapy
Radiotherapy
Workflow
3 Citations (Scopus)

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

Kazemifar, S., Balagopal, A., Nguyen, D., McGuire, S., Hannan, R., Jiang, S. & Owrangi, A., Jul 23 2018, In : Biomedical Physics and Engineering Express. 4, 5, 055003.

Research output: Contribution to journalArticle

Organs at Risk
Rectum
Prostate
Urinary Bladder
Observer Variation
3 Citations (Scopus)

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

Chiu, T., Tan, J., Brenner, M., Gu, X., Yang, M., Westover, K., Strom, T., Sher, D., Jiang, S. & Zhao, B., Jan 1 2018, (Accepted/In press) In : Practical Radiation Oncology.

Research output: Contribution to journalArticle

Silicones
Neck
Radiotherapy
Head
Patient Simulation
3 Citations (Scopus)

Threshold-driven optimization for reference-based auto-planning

Long, T., Chen, M., Jiang, S. & Lu, W., Feb 8 2018, In : Physics in Medicine and Biology. 63, 4, 04NT01.

Research output: Contribution to journalArticle

Weights and Measures
Prostate
Liver
2017
2 Citations (Scopus)

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

Tian, Z., Jiang, S. B. & Jia, X., Mar 21 2017, In : Physics in Medicine and Biology. 62, 8, p. 3081-3096 16 p.

Research output: Contribution to journalArticle

Water
Saturn
Radiobiology
DNA
Protons
17 Citations (Scopus)
Radiosurgery
metastasis
neural networks
Brain
Brain Neoplasms
7 Citations (Scopus)

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

Li, Y., Tian, Z., Song, T., Wu, Z., Liu, Y., Jiang, S. & Jia, X., Jan 7 2017, In : Physics in Medicine and Biology. 62, 1, p. 289-305 17 p.

Research output: Contribution to journalArticle

Proton Therapy
Libraries
Efficiency
Therapeutics
Linear Energy Transfer
1 Citation (Scopus)

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

Chang, J., Tian, Z., Lu, W., Gu, X., Chen, M. & Jiang, S. B., Apr 5 2017, In : Physics in Medicine and Biology. 62, 9, p. 3656-3667 12 p.

Research output: Contribution to journalArticle

Atlases
Radiotherapy
Rectum
Organs at Risk
Tumor Burden
6 Citations (Scopus)

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

Zhou, Y., Klages, P., Tan, J., Chi, Y., Stojadinovic, S., Yang, M., Hrycushko, B., Medin, P., Pompos, A., Jiang, S., Albuquerque, K. & Jia, X., May 5 2017, In : Physics in Medicine and Biology. 62, 11, p. 4361-4374 14 p.

Research output: Contribution to journalArticle

Brachytherapy
Therapeutics
Standard of Care
Physicians
32 Citations (Scopus)
Phase II Clinical Trials
bone marrow
Uterine Cervical Neoplasms
Cisplatin
radiation therapy
2 Citations (Scopus)

Data correlation based noise level estimation for cone beam projection data

Bai, T., Yan, H., Ouyang, L., Staub, D., Wang, J., Jia, X., Jiang, S. B. & Mou, X., Jan 1 2017, In : Journal of X-Ray Science and Technology. 25, 6, p. 907-926 20 p.

Research output: Contribution to journalArticle

data correlation
Noise
Cones
cones
projection
21 Citations (Scopus)

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

Zhen, X., Chen, J., Zhong, Z., Hrycushko, B., Zhou, L., Jiang, S., Albuquerque, K. & Gu, X., Oct 11 2017, In : Physics in Medicine and Biology. 62, 21, p. 8246-8263 18 p.

Research output: Contribution to journalArticle

Feasibility Studies
Rectum
Uterine Cervical Neoplasms
Radiotherapy
Brachytherapy
3 Citations (Scopus)

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

Qin, N., Shen, C., Tsai, M. Y., Pinto, M., Tian, Z., Dedes, G., Pompos, A., Jiang, S. B., Parodi, K. & Jia, X., 2017, (Accepted/In press) In : International Journal of Radiation Oncology Biology Physics.

Research output: Contribution to journalArticle

Heavy Ion Radiotherapy
therapy
optimization
planning
carbon
8 Citations (Scopus)

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

Qin, N., Pinto, M., Tian, Z., Dedes, G., Pompos, A., Jiang, S. B., Parodi, K. & Jia, X., Apr 5 2017, In : Physics in Medicine and Biology. 62, 9, p. 3682-3699 18 p.

Research output: Contribution to journalArticle

Heavy Ion Radiotherapy
Carbon
History
Physics
Uncertainty
3 Citations (Scopus)
Radiotherapy
Masks
immobilization
Immobilization
radiation therapy
1 Citation (Scopus)
Intensity-Modulated Radiotherapy
Particle Accelerators
sampling
Sampling
dosage
9 Citations (Scopus)
Radiotherapy
Lung
Area Under Curve
Non-Small Cell Lung Carcinoma
Recurrence
1 Citation (Scopus)
Intracranial Arteriovenous Malformations
Radiosurgery
Arteriovenous Malformations
Stereotaxic Techniques
Prescriptions
2 Citations (Scopus)

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

Jia, X., Tian, Z., Xi, Y., Jiang, S. B. & Wang, G., Jan 1 2017, In : Journal of Medical Imaging. 4, 1, 015004.

Research output: Contribution to journalArticle

Particle Accelerators
Linear accelerators
Radiotherapy
Magnetic resonance
Magnetic resonance imaging
Open Access
Intensity-Modulated Radiotherapy
Workflow
Whole-Body Irradiation
immobilization
Immobilization
4 Citations (Scopus)

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

Bai, T., Yan, H., Jia, X., Jiang, S., Wang, G. & Mou, X., Oct 4 2017, (Accepted/In press) In : IEEE Transactions on Medical Imaging.

Research output: Contribution to journalArticle

Computer-Assisted Image Processing
Glossaries
Parameterization
Image reconstruction
Learning
2016
6 Citations (Scopus)

An automated treatment plan quality control tool for intensity-modulated radiation therapy using a voxel-weighting factor-based re-optimization algorithm

Song, T., Li, N., Zarepisheh, M., Li, Y., Gautier, Q., Zhou, L., Mell, L., Jiang, S. & Cerviño, L., Mar 1 2016, In : PLoS One. 11, 3, e0149273.

Research output: Contribution to journalArticle

Radiotherapy
radiotherapy
Quality Control
quality control
Quality control
8 Citations (Scopus)

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

Yan, H., Tian, Z., Shao, Y., Jiang, S. B. & Jia, X., Mar 4 2016, In : Physics in Medicine and Biology. 61, 6, p. 2372-2388 17 p.

Research output: Contribution to journalArticle

Lung Neoplasms
Radiotherapy
Photons
Anatomy
Cone-Beam Computed Tomography
6 Citations (Scopus)
Radiosurgery
Brain Neoplasms
Noise
Neoplasm Metastasis
Triage
1 Citation (Scopus)

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

Harry, T., Rahn, D., Semenov, D., Gu, X., Yashar, C., Einck, J., Jiang, S. & Cerviño, L., Feb 1 2016, In : Medical Dosimetry. 41, 1, p. 22-27 6 p.

Research output: Contribution to journalArticle

Tomography
Respiration
Radiotherapy
Therapeutics
Uncertainty
3 Citations (Scopus)

Continuous leaf optimization for IMRT leaf sequencing

Long, T., Chen, M., Jiang, S. & Lu, W., Oct 1 2016, In : Medical Physics. 43, 10, p. 5403-5411 9 p.

Research output: Contribution to journalArticle

Radiotherapy
2 Citations (Scopus)

Monte Carlo dose calculations for high-dose-rate brachytherapy using GPU-accelerated processing

Tian, Z., Zhang, M., Hrycushko, B., Albuquerque, K., Jiang, S. B. & Jia, X., May 1 2016, In : Brachytherapy. 15, 3, p. 387-398 12 p.

Research output: Contribution to journalArticle

Brachytherapy
Photons
Water
Physics
Medicine
11 Citations (Scopus)

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

Qin, N., Botas, P., Giantsoudi, D., Schuemann, J., Tian, Z., Jiang, S. B., Paganetti, H. & Jia, X., Oct 3 2016, In : Physics in Medicine and Biology. 61, 20, p. 7347-7362 16 p.

Research output: Contribution to journalArticle

Proton Therapy
Protons
Nuclear Physics
Linear Energy Transfer
Uncertainty
8 Citations (Scopus)
Heavy Ions
Photons
Protons
Radiotherapy
Radiation
2015
14 Citations (Scopus)

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

Graves, Y. J., Smith, A. A., McIlvena, D., Manilay, Z., Lai, Y. K., Rice, R., Mell, L., Jia, X., Jiang, S. B. & Cerviño, L., Apr 1 2015, In : Medical Physics. 42, 4, p. 1490-1497 8 p.

Research output: Contribution to journalArticle

Neck
Radiotherapy
Head
Prescriptions
In Vivo Dosimetry
11 Citations (Scopus)

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

Tian, Z., Shi, F., Folkerts, M., Qin, N., Jiang, S. B. & Jia, X., Sep 9 2015, In : Physics in Medicine and Biology. 60, 19, p. 7419-7435 17 p.

Research output: Contribution to journalArticle

Photons
Electrons
Electron Transport
Water
Radiotherapy
8 Citations (Scopus)

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

Xu, Y., Yan, H., Ouyang, L., Wang, J., Zhou, L., Cervino, L., Jiang, S. B. & Jia, X., May 1 2015, In : Medical Physics. 42, 5, p. 2498-2509 12 p.

Research output: Contribution to journalArticle

Radiotherapy
X-Rays
Principal Component Analysis
Learning
Neoplasms
4 Citations (Scopus)

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

Tian, Z., Li, Y., Folkerts, M., Shi, F., Jiang, S. B. & Jia, X., Sep 29 2015, In : Physics in Medicine and Biology. 60, 20, p. 7941-7967 27 p.

Research output: Contribution to journalArticle

Particle Accelerators
Photons
Water
Normal Distribution
Maxilla