Skip to Main Content

Jun Deng

PhD, DABR, FAAPM, FASTRO
Professor of Therapeutic Radiology; Director of Physics Research, Therapeutic Radiology; Associate Director of Medical Physics Residency Program, Therapeutic Radiology

Contact Information

Jun Deng, PhD, DABR, FAAPM, FASTRO

Office Location

Mailing Address

  • Therapeutic Radiology

    PO Box 208040

    New Haven, CT 06520-8040

    United States

Research Summary

Dr. Deng’s research is primarily on two domains: artificial intelligence for precision medicine, and artificial intelligence for precision radiotherapy. In 2013 his group developed CT Gently, the world’s first iPhone App that can be used to estimate organ doses and associated cancer risks from CT and CBCT scans. In 2016 with a NIH R01 grant, Dr. Deng led the team to develop a personal organ dose archive (PODA), a big data approach to developing an early warning system to improve patient safety in radiation therapy. In 2019 funded by NSF, his team has been developing a generalizable data framework toward precision radiotherapy. Recently, Dr. Deng has joined a multi-institutional collaborative effort to develop digital twins for cancer patients, which has been funded by NCI in 2020 and DOE in 2021. In 2021, Dr. Deng has pioneered a new initiative towards individualized radiotherapy with patient engagement, an AI-empowered mobile health project funded by Yale Cancer Center. In 2022, Dr. Deng received an Amazon research grant to develop a mobile platform for remote monitoring of cancer patients using smart phone.


Specialized Terms: Precision Medicine; Precision Radiotherapy; Digital Twin; Multiscale Modeling; Clinical Decision Support; Big Data; Machine Learning; Artificial Intelligence; Medical Imaging; Cancer Screening, Detection, and Prevention; Risk Stratification.

Extensive Research Description

Dr. Deng's research has been focused on AI for precision medicine, and AI for precision radiotherapy. Some active projects are listed below:

  1. Early cancer detection via statistical modeling of personal health data;
  2. Artificial intelligence for clinical decision support;
  3. Machine learning with radiation oncology big data;
  4. A generalizable data framework toward precision radiotherapy;
  5. Multiscale digital twin modeling of cancer patients;
  6. AI-empowered mobile health and smart medicine.

Coauthors

Research Interests

Artificial Intelligence; Medical Informatics; Radiation Oncology; Public Health Informatics; Early Detection of Cancer; Mobile Applications; Health Care; Machine Learning; Big Data; Health Disparity, Minority and Vulnerable Populations

Research Images

Selected Publications

  • A Model of Risk of Colorectal Cancer Tested between Studies: Building Robust Machine Learning Models for Colorectal Cancer Risk PredictionNartowt B, Hart G, Muhammad W, Liang Y, Deng J. A Model of Risk of Colorectal Cancer Tested between Studies: Building Robust Machine Learning Models for Colorectal Cancer Risk Prediction International Journal Of Radiation Oncology • Biology • Physics 2019, 105: e132. DOI: 10.1016/j.ijrobp.2019.06.2265.
  • A Prototype of a Personal Organ Dose Archive for Accurate Organ Dose Tracking in RadiotherapyLiang Y, Muhammad W, Hart G, Nartowt B, Deng J. A Prototype of a Personal Organ Dose Archive for Accurate Organ Dose Tracking in Radiotherapy International Journal Of Radiation Oncology • Biology • Physics 2019, 105: e605. DOI: 10.1016/j.ijrobp.2019.06.1119.
  • In silico Simulation to Quantify Liver Cancer Risk with SmokingMuhammad W, Hart G, Nartowt B, Deng J. In silico Simulation to Quantify Liver Cancer Risk with Smoking International Journal Of Radiation Oncology • Biology • Physics 2019, 105: e137. DOI: 10.1016/j.ijrobp.2019.06.2175.
  • Endometrial Cancer Risk Prediction and Stratification Using Personal Health DataHart G, Nartowt B, Muhammad W, Liang Y, Huang G, Deng J. Endometrial Cancer Risk Prediction and Stratification Using Personal Health Data International Journal Of Radiation Oncology • Biology • Physics 2019, 105: e134-e135. DOI: 10.1016/j.ijrobp.2019.06.2170.
  • Tracking organ doses for patient safety in radiation therapyMuhammad W, Liang Y, Hart G, Nartowt B, Roffman D, Deng J. Tracking organ doses for patient safety in radiation therapy 2019, 123-144. DOI: 10.1201/9781315207582-9.
  • Stratifying Ovarian Cancer Risk Using Personal Health DataHart GR, Nartowt BJ, Muhammad W, Liang Y, Huang GS and Deng J (2019) Stratifying Ovarian Cancer Risk Using Personal Health Data. Front. Big Data 2:24. doi: 10.3389/fdata.2019.00024
  • Pancreatic cancer prediction through an artificial neural networkMuhammad W, Hart GR, Nartowt B, Farrell JJ, Johung K, Liang Y and Deng J (2019) Pancreatic Cancer Prediction Through an Artificial Neural Network. Front. Artif. Intell. 2:2. doi: 10.3389/frai.2019.00002
  • Risk-Index of Colorectal Cancer to Triage for ScreeningNartowt B, Hart G, Ali I, Muhammad W, Liang Y, Roffman D, Deng J. Risk-Index of Colorectal Cancer to Triage for Screening International Journal Of Radiation Oncology • Biology • Physics 2018, 102: e319-e320. DOI: 10.1016/j.ijrobp.2018.07.992.
  • Quantification of Image Guidance Benefit in Image Guided Radiation Therapy of CancersZhou L, Deng J. Quantification of Image Guidance Benefit in Image Guided Radiation Therapy of Cancers International Journal Of Radiation Oncology • Biology • Physics 2016, 96: e662. DOI: 10.1016/j.ijrobp.2016.06.2285.
  • Robustness of a Pretrained Dose-Volume Histogram Estimation Model on Knowledge-Based Planning of Other TypesZhang Y, Wu H, Jiang F, Yue H, Deng J. Robustness of a Pretrained Dose-Volume Histogram Estimation Model on Knowledge-Based Planning of Other Types International Journal Of Radiation Oncology • Biology • Physics 2016, 96: e603-e604. DOI: 10.1016/j.ijrobp.2016.06.2142.
  • Imaging Dose and Cancer Risk in Image Guided Radiation Therapy of CancersZhou L, Bai S, Zhang Y, Ming X, Zhang Y, Deng J. Imaging Dose and Cancer Risk in Image Guided Radiation Therapy of Cancers International Journal Of Radiation Oncology • Biology • Physics 2015, 93: s181-s182. DOI: 10.1016/j.ijrobp.2015.07.434.
  • Applications of low energy megavoltage X-ray beams in cancer radiotherapyY. Zhang, Y. Feng, and J. Deng, Applications of low energy megavoltage X-ray beams in cancer radiotherapy, British Journal of Medicine and Medical Research, 6(7): 661-674, 2015.
  • Personalized Quantification of Imaging Doses to Children and Adults Scanned by Standard Thoracic Cone Beam CT in Radiation Therapy Treatment ToxicityZhang Y, Wu H, Chen Z, Knisely J, Nath R, Yue H, Feng Z, Bao S, Deng J. Personalized Quantification of Imaging Doses to Children and Adults Scanned by Standard Thoracic Cone Beam CT in Radiation Therapy Treatment Toxicity International Journal Of Radiation Oncology • Biology • Physics 2014, 90: s81. DOI: 10.1016/j.ijrobp.2014.08.337.
  • Personalized Quantification of Imaging Doses to Children and Adults Scanned by Standard Thoracic Cone Beam CT in Radiation TherapyZhang Y, Wu H, Chen Z, Knisely J, Nath R, Yue H, Feng Z, Bao S, Deng J. Personalized Quantification of Imaging Doses to Children and Adults Scanned by Standard Thoracic Cone Beam CT in Radiation Therapy International Journal Of Radiation Oncology • Biology • Physics 2014, 90: s76. DOI: 10.1016/j.ijrobp.2014.05.453.
  • Cardiac Toxicity in Intensity Modulated Radiation Therapy, Dynamic Conformal Arc Therapy, and Volumetric Modulated Arc Therapy of Lung CancersMing X, Feng Y, Zhang Y, Zhou L, Deng J. Cardiac Toxicity in Intensity Modulated Radiation Therapy, Dynamic Conformal Arc Therapy, and Volumetric Modulated Arc Therapy of Lung Cancers International Journal Of Radiation Oncology • Biology • Physics 2014, 90: s666-s667. DOI: 10.1016/j.ijrobp.2014.05.1963.
  • SU‐D‐9A‐07: Imaging Dose and Cancer Risk in Image‐Guided Radiotherapy of CancersZhou L, Bai S, Zhang Y, Ming X, Zhang Y, Deng J. SU‐D‐9A‐07: Imaging Dose and Cancer Risk in Image‐Guided Radiotherapy of Cancers Medical Physics 2014, 41: 123-123. DOI: 10.1118/1.4887923.
  • SU‐E‐T‐431: Vertically‐Oriented Farmer‐Type Chamber for Small‐Field ApplicationsAhmad M, Chu A, Lincoln H, Chen Z, Deng J, Nath R. SU‐E‐T‐431: Vertically‐Oriented Farmer‐Type Chamber for Small‐Field Applications Medical Physics 2014, 41: 325-325. DOI: 10.1118/1.4888764.
  • Monte Carlo Estimation of Dose to the Cardiac Implantable Electronic Devices From a kVCBCT System Used in Image Guided Radiation TherapyMing X, Feng Y, Chen Z, Zhang Y, Nath R, Deng J. Monte Carlo Estimation of Dose to the Cardiac Implantable Electronic Devices From a kVCBCT System Used in Image Guided Radiation Therapy International Journal Of Radiation Oncology • Biology • Physics 2013, 87: s152. DOI: 10.1016/j.ijrobp.2013.06.393.
  • A Minimum Tumor to Spinal Cord Distance of 3-4 mm Is Needed for Optimal Planning of Spine SBRTPicone J, Deng J, Aneja S, Kim J, Husain Z. A Minimum Tumor to Spinal Cord Distance of 3-4 mm Is Needed for Optimal Planning of Spine SBRT International Journal Of Radiation Oncology • Biology • Physics 2013, 87: s733. DOI: 10.1016/j.ijrobp.2013.06.1943.
  • Dosimetric Impact of Treatment Couch on Volumetric Modulated Arc Therapy (VMAT)Ye J, Liu H, Kim J, Deng J, Chen Z. Dosimetric Impact of Treatment Couch on Volumetric Modulated Arc Therapy (VMAT) International Journal Of Radiation Oncology • Biology • Physics 2013, 87: s708-s709. DOI: 10.1016/j.ijrobp.2013.06.1877.
  • A New Algorithm for Trimodality Image Fusion for Target Delineation in Radiation TherapyWang Z, Jiang W, Guo L, Wang P, Feng Y, Deng J. A New Algorithm for Trimodality Image Fusion for Target Delineation in Radiation Therapy International Journal Of Radiation Oncology • Biology • Physics 2013, 87: s707-s708. DOI: 10.1016/j.ijrobp.2013.06.1875.
  • Are Photons in the Energy Range of 1-6 MV A More Optimum Choice Than Higher Energy Photons for Delivering a Conformal Dose Distribution in the Target Volume With Better Quality in Portal Images?Zhang Y, Feng Y, Ming X, Nath R, Deng J. Are Photons in the Energy Range of 1-6 MV A More Optimum Choice Than Higher Energy Photons for Delivering a Conformal Dose Distribution in the Target Volume With Better Quality in Portal Images? International Journal Of Radiation Oncology • Biology • Physics 2013, 87: s750. DOI: 10.1016/j.ijrobp.2013.06.1987.
  • SU‐E‐T‐389: Treatment Interruptions in Stereotactic Body Radiotherapy (SBRT) and Stereotactic Radiosurgery (SRS): Influence and CompensationGuo F, Chiang V, Yu J, Chang B, Bond J, Chen Z, Nath R, Deng J. SU‐E‐T‐389: Treatment Interruptions in Stereotactic Body Radiotherapy (SBRT) and Stereotactic Radiosurgery (SRS): Influence and Compensation Medical Physics 2013, 40: 294-294. DOI: 10.1118/1.4814823.
  • SU‐E‐T‐462: Energy Modulated Photon Radiotherapy: A Monte Carlo InvestigationZhang Y, Feng Y, Ming X, Nath R, Deng J. SU‐E‐T‐462: Energy Modulated Photon Radiotherapy: A Monte Carlo Investigation Medical Physics 2013, 40: 311-311. DOI: 10.1118/1.4814895.
  • SU‐E‐T‐520: Deriving Energy Spectrum From Depth Dose Measurements for X‐Rays of CT ScannerMing X, Feng Y, Zhang Y, Nath R, Deng J. SU‐E‐T‐520: Deriving Energy Spectrum From Depth Dose Measurements for X‐Rays of CT Scanner Medical Physics 2013, 40: 325-325. DOI: 10.1118/1.4814950.
  • SU‐E‐T‐543: Build‐Up Region Dosimetry of Megavoltage Photon Beams for Breast RadiotherapyAhmad M, Deng J, Lincoln H, Nguyen K, Griffin M, Chen Z, Nath S, Moran M, Husain Z, Nath R. SU‐E‐T‐543: Build‐Up Region Dosimetry of Megavoltage Photon Beams for Breast Radiotherapy Medical Physics 2013, 40: 330-330. DOI: 10.1118/1.4814973.
  • Kilo-Voltage Imaging Doses to Organs-at-Risk in CBCT-guided Breast Radiation TherapyDeng J, Chen Z, Knisely J, Nath R. Kilo-Voltage Imaging Doses to Organs-at-Risk in CBCT-guided Breast Radiation Therapy International Journal Of Radiation Oncology • Biology • Physics 2012, 84: s233-s234. DOI: 10.1016/j.ijrobp.2012.07.606.
  • 4D Dynamic Simulation of Patients Undergoing RadiotherapyDeng J, Nath R. 4D Dynamic Simulation of Patients Undergoing Radiotherapy 2012, 1: 1-4. DOI: 10.1109/vecims.2012.6273228.
  • On the Use of 4DCT Derived Composite CT Images in the Planning of Stereotactic Body Radiotherapy (SBRT) for Lung TumorsChen Z, Ye J, Su F, Kim J, Picone J, Kimmett J, Carlson D, Deng J, Nath R, Decker R. On the Use of 4DCT Derived Composite CT Images in the Planning of Stereotactic Body Radiotherapy (SBRT) for Lung Tumors International Journal Of Radiation Oncology • Biology • Physics 2011, 81: s857. DOI: 10.1016/j.ijrobp.2011.06.1524.
  • Correlations between kV-CBCT Doses and Patient Size in Pediatric IGRTZhang Y, Yan Y, Nath R, Bao S, Deng J. Correlations between kV-CBCT Doses and Patient Size in Pediatric IGRT International Journal Of Radiation Oncology • Biology • Physics 2011, 81: s770-s771. DOI: 10.1016/j.ijrobp.2011.06.1189.
  • Patient-Specific kVCBCT Scan Optimization in IGRTDeng J, Zhang Y, Bao S, Nath R. Patient-Specific kVCBCT Scan Optimization in IGRT International Journal Of Radiation Oncology • Biology • Physics 2011, 81: s813. DOI: 10.1016/j.ijrobp.2011.06.1430.
  • Quality Assurance Comparison of Intensity Modulated Stereotactic Radiosurgery between Different Treatment Planning SystemsGuo F, Carlson D, Chen Z, Deng J, Picone J, Nath R. Quality Assurance Comparison of Intensity Modulated Stereotactic Radiosurgery between Different Treatment Planning Systems International Journal Of Radiation Oncology • Biology • Physics 2011, 81: s867. DOI: 10.1016/j.ijrobp.2011.06.1545.
  • SU‐E‐T‐485: Clinical Evaluation of Inverse Planning Models and IMRT Delivery Systems in the Framework of AAPM TG‐119 ProtocolAhmad M, Liu W, Lund M, Moran M, Richards P, Wu D, Chen Z, Deng J, Nath R. SU‐E‐T‐485: Clinical Evaluation of Inverse Planning Models and IMRT Delivery Systems in the Framework of AAPM TG‐119 Protocol Medical Physics 2011, 38: 3600-3600. DOI: 10.1118/1.3612438.
  • Impact of Kilo-voltage Imaging Doses to the Radiotherapy of Pediatric Cancer PatientsDeng J, Chen Z, Roberts K, Nath R. Impact of Kilo-voltage Imaging Doses to the Radiotherapy of Pediatric Cancer Patients International Journal Of Radiation Oncology • Biology • Physics 2010, 78: s590-s591. DOI: 10.1016/j.ijrobp.2010.07.1377.
  • A Serial-imaging Based 4D Dose Computation System for Prostate Implant DosimetryChen Z, Deng J, Carlson D, Roberts K, Decker R, Rockwell S, Nath R. A Serial-imaging Based 4D Dose Computation System for Prostate Implant Dosimetry International Journal Of Radiation Oncology • Biology • Physics 2009, 75: s349. DOI: 10.1016/j.ijrobp.2009.07.800.
  • SU‐FF‐T‐202: Dosimetric Evaluation of a New Two‐Dimensional Diode Matrix System for IMRT Planning ValidationAhmad M, Lund M, Halpin H, Deng J, Nath R, Chen Z. SU‐FF‐T‐202: Dosimetric Evaluation of a New Two‐Dimensional Diode Matrix System for IMRT Planning Validation Medical Physics 2009, 36: 2567-2567. DOI: 10.1118/1.3181677.
  • Monte Carlo Investigation of Stereotactic Radiosurgery of Spinal MetastasesDeng J, Chen Z, Knisely J, Decker R, Chiang V, Nath R. Monte Carlo Investigation of Stereotactic Radiosurgery of Spinal Metastases 2009, 25/1: 13-16. DOI: 10.1007/978-3-642-03474-9_4.
  • Impact of Kilo-Voltage Cone Beam Computed Tomography on Image-Guided Radiotherapy of Prostate CancerDeng J, Chen Z, Nath R. Impact of Kilo-Voltage Cone Beam Computed Tomography on Image-Guided Radiotherapy of Prostate Cancer 2009, 25/1: 17-20. DOI: 10.1007/978-3-642-03474-9_5.
  • Impact of using Different Tissue Heterogeneity Correction Algorithms on the Successful Implementation of Stereotactic Body Radiotherapy Programs for Lung TumorsChen Z, Deng J, Decker R, Roberts K, Wilson L, Nath R. Impact of using Different Tissue Heterogeneity Correction Algorithms on the Successful Implementation of Stereotactic Body Radiotherapy Programs for Lung Tumors International Journal Of Radiation Oncology • Biology • Physics 2008, 72: s456-s457. DOI: 10.1016/j.ijrobp.2008.06.1849.
  • SU‐GG‐T‐493: Dosimetric Impact of Beam Energy and Number of Photon Fields On Prostate Dose Distributions: Inverse Planning and Validation StudyAhmad M, Lund M, Halpin H, Deng J, Chen Z, Mani S, Moran M, Nath R. SU‐GG‐T‐493: Dosimetric Impact of Beam Energy and Number of Photon Fields On Prostate Dose Distributions: Inverse Planning and Validation Study Medical Physics 2008, 35: 2838-2838. DOI: 10.1118/1.2962242.
  • Implementation of Monte Carlo Dose calculation for CyberKnife treatment planningMa C, Li J, Deng J, Fan J. Implementation of Monte Carlo Dose calculation for CyberKnife treatment planning Journal Of Physics Conference Series 2008, 102: 012016. DOI: 10.1088/1742-6596/102/1/012016.
  • Implementation of Monte Carlo Dose Calculation for CyberKnife treatment planningC. Ma, J. Li, J. Deng, and J. Fan, Implementation of Monte Carlo Dose Calculation for CyberKnife treatment planning, Journal of Physics: Conference Series, 102, 012016, 2008.
  • A Two-Stage IMRT Treatment Protocol Provides More Robust Radiotherapy for Prostate Cancer in Presence of Inter- and Intra-Fractional Organ MotionsChen Z, Deng J, Nath R, Peschel R. A Two-Stage IMRT Treatment Protocol Provides More Robust Radiotherapy for Prostate Cancer in Presence of Inter- and Intra-Fractional Organ Motions International Journal Of Radiation Oncology • Biology • Physics 2007, 69: s713-s714. DOI: 10.1016/j.ijrobp.2007.07.2100.
  • A Monte Carlo Assisted Research and Treatment Planning SystemDeng J, Yan Y, Chen Z, Weng X, Nath R. A Monte Carlo Assisted Research and Treatment Planning System International Journal Of Radiation Oncology • Biology • Physics 2007, 69: s636-s637. DOI: 10.1016/j.ijrobp.2007.07.1972.
  • SU‐FF‐T‐106: Clinical Implementation of Varian Enhanced Dynamic Wedges Into the Pinnacle Treatment Planning System: Monte Carlo Dosimetry and Patient‐Specific Quality Assurance TechniquesAhmad M, Deng J, Chen Z, Lund M, Kimmett J, Moran M, Nath R. SU‐FF‐T‐106: Clinical Implementation of Varian Enhanced Dynamic Wedges Into the Pinnacle Treatment Planning System: Monte Carlo Dosimetry and Patient‐Specific Quality Assurance Techniques Medical Physics 2007, 34: 2425-2425. DOI: 10.1118/1.2760762.
  • WE‐C‐AUD‐03: Investigation of Fast Monte Carlo Dose Calculation for CyberKnife SRS/SRT Treatment PlanningMa C, Li J, Deng J, Fan J. WE‐C‐AUD‐03: Investigation of Fast Monte Carlo Dose Calculation for CyberKnife SRS/SRT Treatment Planning Medical Physics 2007, 34: 2589-2590. DOI: 10.1118/1.2761510.
  • Magnetic structure of free cobalt clusters studied with Stern-Gerlach deflection experimentsPayne F, Jiang W, Emmert J, Deng J, Bloomfield L. Magnetic structure of free cobalt clusters studied with Stern-Gerlach deflection experiments Physical Review B 2007, 75: 094431. DOI: 10.1103/physrevb.75.094431.
  • SU‐FF‐T‐90: An Improved Irradiation Setup for An Accurate Measurement of the Dose Rate Constant of Low‐Energy Brachytherapy Sources Using Micro‐TLD CubesChen Z, Deng J, Bongiorni P, Nath R. SU‐FF‐T‐90: An Improved Irradiation Setup for An Accurate Measurement of the Dose Rate Constant of Low‐Energy Brachytherapy Sources Using Micro‐TLD Cubes Medical Physics 2006, 33: 2069-2069. DOI: 10.1118/1.2241015.
  • SU‐FF‐T‐361: Planning Study of Intensity‐Modulated and 3D Conformal Radiotherapy of Whole Pelvis Including Inguinal Lymphatics: Radiobiological Considerations for Designing New Fractionation SchemesAhmad M, Song H, Lund M, Niemierko A, Moran M, Weidhaas J, Higgins S, Chen Z, Deng J, Nath R. SU‐FF‐T‐361: Planning Study of Intensity‐Modulated and 3D Conformal Radiotherapy of Whole Pelvis Including Inguinal Lymphatics: Radiobiological Considerations for Designing New Fractionation Schemes Medical Physics 2006, 33: 2129-2129. DOI: 10.1118/1.2241281.
  • Imrt of whole pelvis and inguinal nodes: Evaluation of dose distributions produced by an inverse treatment planning systemAhmad M, Song H, Moran M, Lund M, Chen Z, Deng J, Haffty B, Nath R. Imrt of whole pelvis and inguinal nodes: Evaluation of dose distributions produced by an inverse treatment planning system International Journal Of Radiation Oncology • Biology • Physics 2004, 60: s484-s485. DOI: 10.1016/j.ijrobp.2004.07.410.
  • Energy and intensity modulated protons beams: a Monte Carlo dosimetry studyShahine B, Li J, Lee M, Deng J, Boyer A, Gibbs I, Martin D, Guerrero T, Ma C. Energy and intensity modulated protons beams: a Monte Carlo dosimetry study International Journal Of Radiation Oncology • Biology • Physics 2001, 51: 404-405. DOI: 10.1016/s0360-3016(01)02568-8.
  • Incorporate organ motion into MLC leaf sequencing for intensity modulated radiation therapyDeng J, Guerrero T, Ding M, Jolly J, Pawlicki T, Ma C. Incorporate organ motion into MLC leaf sequencing for intensity modulated radiation therapy International Journal Of Radiation Oncology • Biology • Physics 2001, 51: 92-93. DOI: 10.1016/s0360-3016(01)01994-0.
  • Comparison of dosimetric effects of organ motion between modulated electron radiation therapy and conventional photon beams for breast cancerJolly J, Ding M, Deng J, Pawlicki T, Chu J, Ma C. Comparison of dosimetric effects of organ motion between modulated electron radiation therapy and conventional photon beams for breast cancer International Journal Of Radiation Oncology • Biology • Physics 2001, 51: 387. DOI: 10.1016/s0360-3016(01)02537-8.
  • Dose correlation for organ motion in radiation therapy of lung cancerDing M, Li J, Deng J, Lee M, Jolly J, Shahine B, Pawlicki T, Ma C. Dose correlation for organ motion in radiation therapy of lung cancer International Journal Of Radiation Oncology • Biology • Physics 2001, 51: 207. DOI: 10.1016/s0360-3016(01)02204-0.
  • MERT vs tangential photon beams vs IMRT for breast cancer: a comparative dosimetry studyMa C, Pawlicki T, Lee M, Li J, Deng J, Ding M, Jolly J, Boyer A, Goffinet D. MERT vs tangential photon beams vs IMRT for breast cancer: a comparative dosimetry study International Journal Of Radiation Oncology • Biology • Physics 2001, 51: 398. DOI: 10.1016/s0360-3016(01)02557-3.
  • MAGNETISM AND MAGNETIC ISOMERS IN CHROMIUM CLUSTERSBLOOMFIELD L, DENG J, ZHANG H, EMMERT J. MAGNETISM AND MAGNETIC ISOMERS IN CHROMIUM CLUSTERS 2000, 131-138. DOI: 10.1142/9789812793805_0016.
  • Modeling and Commissioning of Clinical Photon Beams for Monte Carlo Treatment PlanningJiang S, Deng J, Li J, Pawlicki T, Boyer A, Ma C. Modeling and Commissioning of Clinical Photon Beams for Monte Carlo Treatment Planning 2000, 434-436. DOI: 10.1007/978-3-642-59758-9_164.
  • Monte Carlo dose calculation for intracavitary brachytherapyLi J, Findley D, Pawlicki T, Jiang S, Deng J, Kapp D, Mariscal M, Ma C. Monte Carlo dose calculation for intracavitary brachytherapy International Journal Of Radiation Oncology • Biology • Physics 2000, 48: 357-358. DOI: 10.1016/s0360-3016(00)80521-0.
  • The role of set-up uncertainty in intensity modulated treatment planningPawlicki T, Jiang S, Li J, Deng J, Ma C. The role of set-up uncertainty in intensity modulated treatment planning International Journal Of Radiation Oncology • Biology • Physics 2000, 48: 192-193. DOI: 10.1016/s0360-3016(00)80179-0.
  • Simulation of Beam Modifiers for Monte Carlo Treatment PlaningLi J, Pawlicki T, Deng J, Jiang S, Ma C. Simulation of Beam Modifiers for Monte Carlo Treatment Planing 2000, 437-439. DOI: 10.1007/978-3-642-59758-9_165.
  • Electron Beam Commissioning for Monte Carlo Dose CalculationDeng J, Jiang S, Pawlicki T, Li J, Ma C. Electron Beam Commissioning for Monte Carlo Dose Calculation 2000, 431-433. DOI: 10.1007/978-3-642-59758-9_163.
  • Modulated Electron Beams for Treatment of Breast CancerMa C, Pawlicki T, Lee M, Jiang S, Li J, Deng J, Yi B, Mok E, Boyer A. Modulated Electron Beams for Treatment of Breast Cancer 2000, 173-175. DOI: 10.1007/978-3-642-59758-9_64.
  • MCDOSE — A Monte Carlo Dose Calculation Tool for Radiation Therapy Treatment PlanningMa C, Li J, Pawlicki T, Jiang S, Deng J. MCDOSE — A Monte Carlo Dose Calculation Tool for Radiation Therapy Treatment Planning 2000, 123-125. DOI: 10.1007/978-3-642-59758-9_45.
  • Modulated electron radiation therapy: A new treatment modalityJiang S, Pawlicki T, Gracia E, Guerrero T, Lee M, Li J, Deng J, Goffinet D, Boyer A, Ma C. Modulated electron radiation therapy: A new treatment modality International Journal Of Radiation Oncology • Biology • Physics 2000, 48: 218. DOI: 10.1016/s0360-3016(00)80230-8.
  • Verification of IMRT dose distributions using a water beam imaging systemLi J, Ozhasoglu C, Deng J, Boyer A, Ma C. Verification of IMRT dose distributions using a water beam imaging system Annual International Conference Of The IEEE Engineering In Medicine And Biology Society (EMBC) 2000, 2: 1158-1161 vol.2. DOI: 10.1109/iembs.2000.897932.
  • Including setup uncertainty in Monte Carlo dose calculation for IMRTPawlicki T, Jiang S, Li J, Deng J, Ma C. Including setup uncertainty in Monte Carlo dose calculation for IMRT Annual International Conference Of The IEEE Engineering In Medicine And Biology Society (EMBC) 2000, 1: 112-115 vol.1. DOI: 10.1109/iembs.2000.900682.