Sumin Zhou

发表

Investigation of the support vector machine algorithm to predict lung radiation-induced pneumonitis.

F. Yin, L. Marks, Shifeng Chen, 2007, Medical physics.

Predicting lung radiotherapy-induced pneumonitis using a model combining parametric Lyman probit with nonparametric decision trees.

M. Dewhirst, F. Yin, L. Marks, 2007, International journal of radiation oncology, biology, physics.

A neural network model to predict lung radiation-induced pneumonitis.

F. Yin, L. Marks, Shifeng Chen, 2007 .

A genetic algorithm for variable selection in logistic regression analysis of radiotherapy treatment outcomes.

L. Marks, M. Miften, Sumin Zhou, 2008, Medical physics.

Using patient data similarities to predict radiation pneumonitis via a self-organizing map

F. Yin, L. Marks, Shifeng Chen, 2008, Physics in medicine and biology.

Combining multiple models to generate consensus: application to radiation-induced pneumonitis prediction.

J. Deasy, F. Yin, L. Marks, 2008, Medical physics.

Bronchial stenosis: an underreported complication of high-dose external beam radiotherapy for lung cancer?

M. Socinski, R. Clough, M. Anscher, 2005, International journal of radiation oncology, biology, physics.

Estimation of internal organ motion-induced variance in radiation dose in non-gated radiotherapy

C. Enke, Sicong Li, Xiaofeng Zhu, 2016, Physics in medicine and biology.

The incidence and functional consequences of RT-associated cardiac perfusion defects.

Lawrence B Marks, Salvador Borges-Neto, L. Marks, 2005, International journal of radiation oncology, biology, physics.

Predicting radiotherapy-induced cardiac perfusion defects.

M. Dewhirst, M. Oldham, O. Craciunescu, 2004, Medical physics.

Impact of patient-specific factors, irradiated left ventricular volume, and treatment set-up errors on the development of myocardial perfusion defects after radiation therapy for left-sided breast cancer.

L. Marks, D. Hollis, P. Hardenbergh, 2006, International journal of radiation oncology, biology, physics.

The role of functional imaging in the diagnosis and management of late normal tissue injury.

L. Marks, Sumin Zhou, C. Hahn, 2007, Seminars in radiation oncology.

Technical Note: The Uses of I’mRT MatriXX in Electron Beams

Sicong Li, Sumin Zhou, Mutian Zhang, 2013 .

A feasibility study of applying thermal imaging to assist quality assurance of high-dose rate brachytherapy

Sha X. Chang, J. Lian, Qinghui Zhang, 2017 .

Symptomatic cardiac events following radiation therapy for left-sided breast cancer: possible association with radiation therapy-induced changes in regional perfusion.

D. Hollis, Sumin Zhou, S. Borges-Neto, 2003, Clinical breast cancer.

1048 : Impact of Incidental Cardiac Irradiation on the Development of Shortness of Breath and Changes in Pulmonary Function Tests in Patients Receiving Radiation for Lung Cancer

L. Marks, D. Hollis, Sumin Zhou, 2006 .

Radiomic feature stability across 4D respiratory phases and its impact on lung tumor prognosis prediction

Hengle Jiang, D. Zheng, M. Baine, 2019, PloS one.

Does transforming growth factor-beta1 predict for radiation-induced pneumonitis in patients treated for lung cancer?

M. Anscher, L. Marks, D. Hollis, 2006, Cytokine.

Body Mass Index Predicts the Incidence of Radiation Pneumonitis in Breast Cancer Patients

R. T. Ten Haken, L. Marks, L. Pierce, 2005, Cancer journal.

Technical Assessment of an Automated Treatment Planning on Dose Escalation of Pancreas Stereotactic Body Radiotherapy

C. Enke, Shuo Wang, D. Zheng, 2019, Technology in cancer research & treatment.

Associations between Statin/Omega3 Usage and MRI-Based Radiomics Signatures in Prostate Cancer

D. Zheng, M. Baine, Sumin Zhou, 2021, Diagnostics.

Assessing the impact of radiation-induced changes in soft tissue density ∕ thickness on the study of radiation-induced perfusion changes in the lung and heart.

R. Jaszczak, T. Bateman, D. Fried, 2012, Medical physics.

Dose-dependent effects of radiation therapy on cerebral blood flow, metabolism, and neurocognitive dysfunction.

T. Turkington, L. Marks, D. Hollis, 2005, International journal of radiation oncology, biology, physics.

A comprehensive dosimetric study on switching from a Type-B to a Type-C dose algorithm for modern lung SBRT

Kristina M. Zvolanek, Shuo Wang, D. Zheng, 2017, Radiation oncology.

Bioimaging In Vivo to Discern the Evolution of Late Effects Temporally and Spatially

L. Marks, Sumin Zhou, J. Hubbs, 2008 .

Updated assessment of the six-minute walk test as predictor of acute radiation-induced pneumonitis.

L. Marks, D. Hollis, Sumin Zhou, 2007, International journal of radiation oncology, biology, physics.

Using flattening filter free beams in electronic tissue compensation whole breast irradiation with deep inspiration breath hold

D. Zheng, Sumin Zhou, N. Bennion, 2020, Journal of applied clinical medical physics.

On-board patient positioning for head-and-neck IMRT: comparing digital tomosynthesis to kilovoltage radiography and cone-beam computed tomography.

Fang-Fang Yin, Zhiheng Wang, Devon J Godfrey, 2007, International journal of radiation oncology, biology, physics.

The impact of irradiated left ventricular volume on the incidence of radiation-induced cardiac perfusion changes

R. Coleman, L. Marks, D. Hollis, 2003 .

Functional consequences of radiation (RT)-induced perfusion changes in patients with left-sided breast cancer

L. Marks, D. Hollis, Sumin Zhou, 2002 .

Self-consistent tumor control probability and normal tissue complication probability models based on generalized EUDa).

Fang-Fang Yin, Mark Dewhirst, Xuejun Sun, 2007, Medical physics.

Myocardial perfusion changes in patients irradiated for left-sided breast cancer and correlation with coronary artery distribution.

Lawrence B Marks, Salvador Borges-Neto, L. Marks, 2001, International journal of radiation oncology, biology, physics.

Long-term changes in pulmonary function tests after definitive radiotherapy for lung cancer.

R. Clough, L. Marks, Sumin Zhou, 2003, International journal of radiation oncology, biology, physics.

The Measurement Accuracy of Ball Bearing Center in Portal Images Using an Intensity-Weighted Centroid Method

J. Driewer, Sumin Zhou, Mutian Zhang, 2015 .

A methodology for using SPECT to reduce intensity-modulated radiation therapy (IMRT) dose to functioning lung.

Fang-Fang Yin, Mark Dewhirst, Lawrence B Marks, 2006, International journal of radiation oncology, biology, physics.

Challenges in defining radiation pneumonitis in patients with lung cancer.

L. Marks, Sumin Zhou, R. Folz, 2005, International journal of radiation oncology, biology, physics.

Receiver operating characteristic curves to assess predictors of radiation-induced symptomatic lung injury.

Lawrence B Marks, R. Jaszczak, R. Coleman, 2002, International journal of radiation oncology, biology, physics.

Radiation-induced narrowing of the tracheobronchial tree: an in-depth analysis.

Lawrence B Marks, R. Clough, L. Marks, 2006, Lung cancer.

Dosimetric and clinical predictors for radiation-induced esophageal injury.

Lawrence B Marks, Sung-Ja Ahn, Sumin Zhou, 2005, International journal of radiation oncology, biology, physics.

Carboplatin/Paclitaxel or Carboplatin/Vinorelbine Followed by Accelerated Hyperfractionated Conformal Radiation Therapy: Report of a Prospective Phase I Dose Escalation Trial From the Carolina Conformal Therapy Consortium

M. Socinski, R. Clough, M. Anscher, 2004 .

Physics and imaging for targeting of oligometastases.

Fang-Fang Yin, Mark Oldham, Zhiheng Wang, 2006, Seminars in radiation oncology.

Automatic planning on hippocampal avoidance whole-brain radiotherapy.

Charles A Enke, Shuo Wang, Dandan Zheng, 2017, Medical dosimetry : official journal of the American Association of Medical Dosimetrists.

Application of statistical and computational methodology to predict brainstem dosimetry for trigeminal neuralgia stereotactic radiosurgery.

Q. Fan, Shuo Wang, Xiaofeng Zhu, 2018, Medical Physics (Lancaster).

Assessing the ability of the antiangiogenic and anticytokine agent thalidomide to modulate radiation-induced lung injury.

M. Dewhirst, R. Clough, M. Anscher, 2006, International journal of radiation oncology, biology, physics.

Technical Note: Fabricating Cerrobend grids with 3D printing for spatially modulated radiation therapy: A feasibility study.

Sha X. Chang, Qinghui Zhang, C. Enke, 2015, Medical physics.

A neural network model to predict lung radiation-induced pneumonitis.

Shifeng Chen, Fang-Fang Yin, Lawrence B Marks, 2007, Medical physics.

A novel digital tomosynthesis (DTS) reconstruction method using a deformation field map.

Fang-Fang Yin, Junan Zhang, Lei Ren, 2008, Medical physics.

A novel digital tomosynthesis (DTS) reconstruction method using a deformation field map.

Fang-Fang Yin, Lei Ren, Danthai Thongphiew, 2008, Medical physics.

Setup uncertainties in linear accelerator based stereotactic radiosurgery and a derivation of the corresponding setup margin for treatment planning.

Mutian Zhang, Qinghui Zhang, Hua Gan, 2016, 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.

Prospective assessment of dosimetric/physiologic- based models for predicting radiation pneumonitis

J. Lebesque, L. Marks, D. Hollis, 2009 .

Prospective assessment of radiotherapy‐associated cardiac toxicity in breast cancer patients: Analysis of data 3 to 6 years after treatment

L. Marks, D. Hollis, P. Hardenbergh, 2007, Cancer.

Minimum Dose Rate Estimation for Pulsed FLASH Radiotherapy: A Dimensional Analysis.

Q. Fan, C. Enke, Shuo Wang, 2020, Medical physics.

Can the Student Outperform the Master? A Plan Comparison Between Pinnacle Auto-Planning and Eclipse knowledge-Based RapidPlan Following a Prostate-Bed Plan Competition

Charles A Enke, Shuo Wang, Dandan Zheng, 2019, Technology in cancer research & treatment.

Radiation-induced reductions in regional lung perfusion: 0.1-12 year data from a prospective clinical study.

R. Jaszczak, R. Clough, L. Marks, 2010, International journal of radiation oncology, biology, physics.

Association between RT-induced changes in lung tissue density and global lung function.

L. Marks, D. Hollis, C. Kelsey, 2008, International journal of radiation oncology, biology, physics.

Regional lung density changes after radiation therapy for tumors in and around thorax.

Lawrence B Marks, Jinli Ma, Sumin Zhou, 2010, International journal of radiation oncology, biology, physics.

Routine 3 D Treatment Planning : Opportunities , Challenges , and Hazards Review

L. Marks, G. Bentel, Sumin Zhou, 2017 .

Influence of tumor volume on survival in patients irradiated for non-small-cell lung cancer.

R. Clough, L. Marks, G. Bentel, 2002, International journal of radiation oncology, biology, physics.

Evaluation of an electron Monte Carlo dose calculation algorithm for electron beams

Zhe Chen, F. Yin, Haijun Song, 2008, Journal of applied clinical medical physics.

Does intensity modulation increase target dose calculation errors of conventional algorithms for lung SBRT?

Shuo Wang, D. Zheng, Sumin Zhou, 2018, Journal of applied clinical medical physics.

A comprehensive dosimetric study on switching from a Type-B to a Type-C dose algorithm for modern lung SBRT

Kristina M. Zvolanek, Shuo Wang, D. Zheng, 2017, Radiation oncology.

Still equivalent for dose calculation in the Monte Carlo era? A comparison of free breathing and average intensity projection CT datasets for lung SBRT using three generations of dose calculation algorithms

Kristina M. Zvolanek, Qinghui Zhang, J. Driewer, 2017, Medical physics.

Effect of the normalized prescription isodose line on the magnitude of Monte Carlo vs. pencil beam target dose differences for lung stereotactic body radiotherapy

Qinghui Zhang, Shuo Wang, Xiaofeng Zhu, 2016, Journal of applied clinical medical physics.

Target dose conversion modeling from pencil beam (PB) to Monte Carlo (MC) for lung SBRT

Qinghui Zhang, Shuo Wang, Xiaofeng Zhu, 2016, Radiation oncology.

"Anatomically-correct" dosimetric parameters may be better predictors for esophageal toxicity than are traditional CT-based metrics.

L. Marks, D. Hollis, T. D’amico, 2005, International journal of radiation oncology, biology, physics.

Using weighted power mean for equivalent square estimation

Qiuwen Wu, Q. Fan, C. Enke, 2017, Journal of applied clinical medical physics.

The impact of induction chemotherapy and the associated tumor response on subsequent radiation-related changes in lung function and tumor response.

L. Marks, D. Hollis, Sumin Zhou, 2007, International journal of radiation oncology, biology, physics.

Relationship between the generalized equivalent uniform dose formulation and the Poisson statistics-based tumor control probability model.

L. Marks, Zhiheng Wang, Sumin Zhou, 2004, Medical physics.

On-board CBCT Observations Support using Adaptive Non-uniform Custom Margins for Prostate IGRT

Hui Yan, Fang-Fang Yin, Lawrence B. Marks, 2008 .

Preliminary report of the 6-minute walk test as a predictor of radiation-induced pulmonary toxicity.

R. Clough, L. Marks, D. Hollis, 2004, International journal of radiation oncology, biology, physics.

Decision Fusion of Machine Learning Models to Predict Radiotherapy-Induced Lung Pneumonitis

Joseph O. Deasy, Fang-Fang Yin, Shifeng Chen, 2008, 2008 Seventh International Conference on Machine Learning and Applications.

Prostate bed target interfractional motion using RTOG consensus definitions and daily CT on rails

C. Enke, Shifeng Chen, Sumin Zhou, 2016, Strahlentherapie und Onkologie.

Feasibility of optimizing the dose distribution in lung tumors using fluorine-18-fluorodeoxyglucose positron emission tomography and single photon emission computed tomography guided dose prescriptions.

A H Baydush, M T Munley, S K Das, 2004, Medical physics.

Automatic planning on hippocampal avoidance whole-brain radiotherapy.

C. Enke, Shuo Wang, Xiaofeng Zhu, 2017, Medical dosimetry : official journal of the American Association of Medical Dosimetrists.

Prospective assessment of dosimetric/physiologic-based models for predicting radiation pneumonitis.

J. Lebesque, L. Marks, D. Hollis, 2007, International journal of radiation oncology, biology, physics.

Using FDG-PET activity as a surrogate for tumor cell density and its effect on equivalent uniform dose calculation.

Lawrence B Marks, L. Marks, Sumin Zhou, 2004, Medical physics.