Jinzhong Yang The University of Texas MD Anderson Cancer Center Biography Publications Institution JoVE Articles Jinzhong Yang has not added a biography. If you are Jinzhong Yang and would like to personalize this page please email our Author Liaison for assistance. Publications A Real-time Contouring Feedback Tool for Consensus-based Contour Training Frontiers in Oncology. 2023 | Pubmed ID: 37771435 Identifying the Optimal Deep Learning Architecture and Parameters for Automatic Beam Aperture Definition in 3D Radiotherapy Journal of Applied Clinical Medical Physics. Sep, 2023 | Pubmed ID: 37670488 A Transformer-based Hierarchical Registration Framework for Multimodality Deformable Image Registration Computerized Medical Imaging and Graphics : the Official Journal of the Computerized Medical Imaging Society. Sep, 2023 | Pubmed ID: 37625307 Addressing the Global Expertise Gap in Radiation Oncology: The Radiation Planning Assistant JCO Global Oncology. Jul, 2023 | Pubmed ID: 37471671 Longitudinal Diffusion and Volumetric Kinetics of Head and Neck Cancer Magnetic Resonance on a 1.5T MR-Linear Accelerator Hybrid System: A Prospective R-IDEAL Stage 2a Imaging Biomarker Characterization/ Pre-qualification Study MedRxiv : the Preprint Server for Health Sciences. May, 2023 | Pubmed ID: 37205359 Automated Contouring and Planning in Radiation Therapy: What Is 'Clinically Acceptable'? Diagnostics (Basel, Switzerland). Feb, 2023 | Pubmed ID: 36832155 Compensation Cycle Consistent Generative Adversarial Networks (Comp-GAN) for Synthetic CT Generation from MR Scans with Truncated Anatomy Medical Physics. Jul, 2023 | Pubmed ID: 36698291 Automated Brain Metastases Segmentation With a Deep Dive Into False-positive Detection Advances in Radiation Oncology. 2023 | Pubmed ID: 36299565 Dose Accumulation for MR-guided Adaptive Radiotherapy: From Practical Considerations to State-of-the-art Clinical Implementation Frontiers in Oncology. 2022 | Pubmed ID: 36776378 Multi-organ Segmentation of Abdominal Structures from Non-contrast and Contrast Enhanced CT Images Scientific Reports. Nov, 2022 | Pubmed ID: 36351987 Dosimetric Analysis of MR-LINAC Treatment Plans for Salvage Spine SBRT Re-irradiation Journal of Applied Clinical Medical Physics. Oct, 2022 | Pubmed ID: 36004700 Clinical Implementation and Initial Experience With a 1.5 Tesla MR-Linac for MR-Guided Radiation Therapy for Gynecologic Cancer: An R-IDEAL Stage 1 and 2a First in Humans Feasibility Study of New Technology Implementation Practical Radiation Oncology. 2022 | Pubmed ID: 35278717 Impact of Geometric Distortion on Dose Deviation for Photon and Proton Treatment Plans Journal of Applied Clinical Medical Physics. Mar, 2022 | Pubmed ID: 35106908 Brain Stereotactic Radiosurgery Using MR-guided Online Adaptive Planning for Daily Setup Variation: An End-to-end Test Journal of Applied Clinical Medical Physics. Mar, 2022 | Pubmed ID: 34994101 Dose Accumulation of Daily Adaptive Plans to Decide Optimal Plan Adaptation Strategy for Head-and-neck Patients Treated with MR-Linac Medical Dosimetry : Official Journal of the American Association of Medical Dosimetrists. Spring, 2022 | Pubmed ID: 34756493 Impact of Intra-Fractional Motion on Dose Distributions in Lung IMRT Journal of Radiotherapy in Practice. Mar, 2021 | Pubmed ID: 34168519 Online Adaptive Planning for Prostate Stereotactic Body Radiotherapy Using a 1.5 Tesla Magnetic Resonance Imaging-guided Linear Accelerator Physics and Imaging in Radiation Oncology. Jan, 2021 | Pubmed ID: 33898773 Impact of Slice Thickness, Pixel Size, and CT Dose on the Performance of Automatic Contouring Algorithms Journal of Applied Clinical Medical Physics. May, 2021 | Pubmed ID: 33779037 Radiomics Feature Robustness As Measured Using an MRI Phantom Scientific Reports. Feb, 2021 | Pubmed ID: 33597610 Machine QA for the Elekta Unity System: A Report from the Elekta MR-linac Consortium Medical Physics. May, 2021 | Pubmed ID: 33577091 Training Deep-learning Segmentation Models from Severely Limited Data Medical Physics. Apr, 2021 | Pubmed ID: 33474727 Tissue-specific Deformable Image Registration Using a Spatial-contextual Filter Computerized Medical Imaging and Graphics : the Official Journal of the Computerized Medical Imaging Society. Mar, 2021 | Pubmed ID: 33412481 Initial Feasibility and Clinical Implementation of Daily MR-Guided Adaptive Head and Neck Cancer Radiation Therapy on a 1.5T MR-Linac System: Prospective R-IDEAL 2a/2b Systematic Clinical Evaluation of Technical Innovation International Journal of Radiation Oncology, Biology, Physics. Apr, 2021 | Pubmed ID: 33340604 Development and Application of an Elastic Net Logistic Regression Model to Investigate the Impact of Cardiac Substructure Dose on Radiation-induced Pericardial Effusion in Patients with NSCLC Acta Oncologica (Stockholm, Sweden). Oct, 2020 | Pubmed ID: 32678696 Head and Neck Cancer Patient Images for Determining Auto-segmentation Accuracy in T2-weighted Magnetic Resonance Imaging Through Expert Manual Segmentations Medical Physics. Jun, 2020 | Pubmed ID: 32418343 Anatomic Change over the Course of Treatment for Non-small Cell Lung Cancer Patients and Its Impact on Intensity-modulated Radiation Therapy and Passive-scattering Proton Therapy Deliveries Radiation Oncology (London, England). Mar, 2020 | Pubmed ID: 32138753 CT Images with Expert Manual Contours of Thoracic Cancer for Benchmarking Auto-segmentation Accuracy Medical Physics. Jul, 2020 | Pubmed ID: 32128809 Automatic Registration of 2D MR Cine Images for Swallowing Motion Estimation PloS One. 2020 | Pubmed ID: 32045464 Evaluation of the Accuracy of Deformable Image Registration on MRI with a Physical Phantom Journal of Applied Clinical Medical Physics. Jan, 2020 | Pubmed ID: 31808307 Differences Between Planned and Delivered Dose for Head and Neck Cancer, and Their Consequences for Normal Tissue Complication Probability and Treatment Adaptation Radiotherapy and Oncology : Journal of the European Society for Therapeutic Radiology and Oncology. Jan, 2020 | Pubmed ID: 31431381 Quantifying the Accuracy of Deformable Image Registration for Cone-beam Computed Tomography with a Physical Phantom Journal of Applied Clinical Medical Physics. Oct, 2019 | Pubmed ID: 31541526 Automatic Detection of Contouring Errors Using Convolutional Neural Networks Medical Physics. Nov, 2019 | Pubmed ID: 31505046 Automated Treatment Planning of Postmastectomy Radiotherapy Medical Physics. Sep, 2019 | Pubmed ID: 31077593 Dosimetric Impact of Esophagus Motion in Single Fraction Spine Stereotactic Body Radiotherapy Physics in Medicine and Biology. May, 2019 | Pubmed ID: 31018191 Technical Note: Density Correction to Improve CT Number Mapping in Thoracic Deformable Image Registration Medical Physics. May, 2019 | Pubmed ID: 30896047 Automatic Detection of Graticule Isocenter and Scale from KV and MV Images Journal of Applied Clinical Medical Physics. Apr, 2019 | Pubmed ID: 30843335 Fully Automatic Treatment Planning for External-Beam Radiation Therapy of Locally Advanced Cervical Cancer: A Tool for Low-Resource Clinics Journal of Global Oncology. Jan, 2019 | Pubmed ID: 30629457 Potential for Improvements in Robustness and Optimality of Intensity-Modulated Proton Therapy for Lung Cancer with 4-Dimensional Robust Optimization Cancers. Jan, 2019 | Pubmed ID: 30609652 Characterization of a New Physical Phantom for Testing Rigid and Deformable Image Registration Journal of Applied Clinical Medical Physics. Jan, 2019 | Pubmed ID: 30580471 Matching and Homogenizing Convolution Kernels for Quantitative Studies in Computed Tomography Investigative Radiology. May, 2019 | Pubmed ID: 30570504 Automatic Segmentation of Cardiac Substructures from Noncontrast CT Images: Accurate Enough for Dosimetric Analysis? Acta Oncologica (Stockholm, Sweden). Jan, 2019 | Pubmed ID: 30306817 Prospective Comparison of Toxicity and Cosmetic Outcome After Accelerated Partial Breast Irradiation With Conformal External Beam Radiotherapy or Single-Entry Multilumen Intracavitary Brachytherapy Practical Radiation Oncology. Jan, 2019 | Pubmed ID: 30125673 Auto-delineation of Oropharyngeal Clinical Target Volumes Using 3D Convolutional Neural Networks Physics in Medicine and Biology. Nov, 2018 | Pubmed ID: 30403188 Lung Tumor Segmentation Methods: Impact on the Uncertainty of Radiomics Features for Non-small Cell Lung Cancer PloS One. 2018 | Pubmed ID: 30286184 A Snapshot of Medical Physics Practice Patterns Journal of Applied Clinical Medical Physics. Nov, 2018 | Pubmed ID: 30272385 Autosegmentation for Thoracic Radiation Treatment Planning: A Grand Challenge at AAPM 2017 Medical Physics. Oct, 2018 | Pubmed ID: 30144101 Retrospective Validation and Clinical Implementation of Automated Contouring of Organs at Risk in the Head and Neck: A Step Toward Automated Radiation Treatment Planning for Low- and Middle-Income Countries Journal of Global Oncology. Jul, 2018 | Pubmed ID: 30110221 Synthetic Head and Neck and Phantom Images for Determining Deformable Image Registration Accuracy in Magnetic Resonance Imaging Medical Physics. Jul, 2018 | Pubmed ID: 30007075 Deep Learning Algorithm for Auto-Delineation of High-Risk Oropharyngeal Clinical Target Volumes With Built-In Dice Similarity Coefficient Parameter Optimization Function International Journal of Radiation Oncology, Biology, Physics. Feb, 2018 | Pubmed ID: 29559291 Correction To: A Predictive Model for Distinguishing Radiation Necrosis from Tumour Progression After Gamma Knife Radiosurgery Based on Radiomic Features from MR Images European Radiology. Mar, 2018 | Pubmed ID: 29541912 A Methodology to Investigate the Impact of Image Distortions on the Radiation Dose when Using Magnetic Resonance Images for Planning Physics in Medicine and Biology. Apr, 2018 | Pubmed ID: 29528037 Effect of Tube Current on Computed Tomography Radiomic Features Scientific Reports. Feb, 2018 | Pubmed ID: 29403060 Technical Note: Solving the "Chinese Postman Problem" for Effective Contour Deformation Medical Physics. Nov, 2017 | Pubmed ID: 29178498 A Predictive Model for Distinguishing Radiation Necrosis from Tumour Progression After Gamma Knife Radiosurgery Based on Radiomic Features from MR Images European Radiology. Nov, 2017 | Pubmed ID: 29178031 Differences in Normal Tissue Response in the Esophagus Between Proton and Photon Radiation Therapy for Non-Small Cell Lung Cancer Using In Vivo Imaging Biomarkers International Journal of Radiation Oncology, Biology, Physics. Nov, 2017 | Pubmed ID: 29063837 Atlas Ranking and Selection for Automatic Segmentation of the Esophagus from CT Scans Physics in Medicine and Biology. Nov, 2017 | Pubmed ID: 29049027 Harmonizing the Pixel Size in Retrospective Computed Tomography Radiomics Studies PloS One. 2017 | Pubmed ID: 28934225 Dosimetric Comparison to the Heart and Cardiac Substructure in a Large Cohort of Esophageal Cancer Patients Treated with Proton Beam Therapy or Intensity-modulated Radiation Therapy Radiotherapy and Oncology : Journal of the European Society for Therapeutic Radiology and Oncology. Oct, 2017 | Pubmed ID: 28917586 Submillimeter Alignment of More Than Three Contiguous Vertebrae in Spinal SRS/SBRT with 6-degree Couch Journal of Applied Clinical Medical Physics. Sep, 2017 | Pubmed ID: 28786235 A Novel Methodology Using CT Imaging Biomarkers to Quantify Radiation Sensitivity in the Esophagus with Application to Clinical Trials Scientific Reports. Jul, 2017 | Pubmed ID: 28729729 Accuracy of Deformable Image Registration on Magnetic Resonance Images in Digital and Physical Phantoms Medical Physics. Oct, 2017 | Pubmed ID: 28622410 Cost-effective Immobilization for Whole Brain Radiation Therapy Journal of Applied Clinical Medical Physics. Jul, 2017 | Pubmed ID: 28585732 The Feasibility of Endoscopy-CT Image Registration in the Head and Neck Without Prospective Endoscope Tracking PloS One. 2017 | Pubmed ID: 28542331 The Influence of Non-rigid Anatomy and Patient Positioning on Endoscopy-CT Image Registration in the Head and Neck Medical Physics. Aug, 2017 | Pubmed ID: 28513864 The Rise of Radiomics and Implications for Oncologic Management Journal of the National Cancer Institute. Jul, 2017 | Pubmed ID: 28423406 Delta-radiomics Features for the Prediction of Patient Outcomes in Non-small Cell Lung Cancer Scientific Reports. Apr, 2017 | Pubmed ID: 28373718 Reproducibility of Patient Setup in the Seated Treatment Position: A Novel Treatment Chair Design Journal of Applied Clinical Medical Physics. Jan, 2017 | Pubmed ID: 28291911 Cardiac Atlas Development and Validation for Automatic Segmentation of Cardiac Substructures Radiotherapy and Oncology : Journal of the European Society for Therapeutic Radiology and Oncology. Jan, 2017 | Pubmed ID: 27939201 Prospective Evaluation of Target and Spinal Cord Motion and Dosimetric Changes with Respiration in Spinal Stereotactic Body Radiation Therapy Utilizing 4-D CT Journal of Radiosurgery and SBRT. 2016 | Pubmed ID: 29296444 Combining Radiation Therapy with Immune Checkpoint Blockade for Central Nervous System Malignancies Frontiers in Oncology. 2016 | Pubmed ID: 27774435 (18)F-Fluorodeoxyglucose Positron Emission Tomography Can Quantify and Predict Esophageal Injury During Radiation Therapy International Journal of Radiation Oncology, Biology, Physics. 11, 2016 | Pubmed ID: 27681764 Spatial Precision in Magnetic Resonance Imaging-Guided Radiation Therapy: The Role Of Geometric Distortion International Journal of Radiation Oncology, Biology, Physics. 07, 2016 | Pubmed ID: 27354136 Impact of Heart and Lung Dose on Early Survival in Patients with Non-small Cell Lung Cancer Treated with Chemoradiation Radiotherapy and Oncology : Journal of the European Society for Therapeutic Radiology and Oncology. Jun, 2016 | Pubmed ID: 27189523 Learning Anatomy Changes from Patient Populations to Create Artificial CT Images for Voxel-level Validation of Deformable Image Registration Journal of Applied Clinical Medical Physics. 01, 2016 | Pubmed ID: 26894362 Uncertainty Analysis of Quantitative Imaging Features Extracted from Contrast-enhanced CT in Lung Tumors Computerized Medical Imaging and Graphics : the Official Journal of the Computerized Medical Imaging Society. Mar, 2016 | Pubmed ID: 26745258 Objectively Quantifying Radiation Esophagitis With Novel Computed Tomography-Based Metrics International Journal of Radiation Oncology, Biology, Physics. Feb, 2016 | Pubmed ID: 26675063 Can Radiomics Features Be Reproducibly Measured from CBCT Images for Patients with Non-small Cell Lung Cancer? Medical Physics. Dec, 2015 | Pubmed ID: 26632036 Erratum: "Modeling Respiratory Motion for Reducing Motion Artifacts in 4D CT Images" [Med. Phys. 40, 041716 (13pp.) (2013)] Medical Physics. Nov, 2015 | Pubmed ID: 26520766 3D-Printed Small-Animal Immobilizer for Use in Preclinical Radiotherapy Journal of the American Association for Laboratory Animal Science : JAALAS. Sep, 2015 | Pubmed ID: 26424253 A Multimodality Segmentation Framework for Automatic Target Delineation in Head and Neck Radiotherapy Medical Physics. Sep, 2015 | Pubmed ID: 26328980 Measuring Computed Tomography Scanner Variability of Radiomics Features Investigative Radiology. Nov, 2015 | Pubmed ID: 26115366 Preliminary Investigation into Sources of Uncertainty in Quantitative Imaging Features Computerized Medical Imaging and Graphics : the Official Journal of the Computerized Medical Imaging Society. Sep, 2015 | Pubmed ID: 26004695 IBEX: an Open Infrastructure Software Platform to Facilitate Collaborative Work in Radiomics Medical Physics. Mar, 2015 | Pubmed ID: 25735289 Prospective Observer and Software-based Assessment of Magnetic Resonance Imaging Quality in Head and Neck Cancer: Should Standard Positioning and Immobilization Be Required for Radiation Therapy Applications? Practical Radiation Oncology. Jul-Aug, 2015 | Pubmed ID: 25544553 Digital Reconstruction of High-quality Daily 4D Cone-beam CT Images Using Prior Knowledge of Anatomy and Respiratory Motion Computerized Medical Imaging and Graphics : the Official Journal of the Computerized Medical Imaging Society. Mar, 2015 | Pubmed ID: 25467806 Quality Assurance Assessment of Diagnostic and Radiation Therapy-simulation CT Image Registration for Head and Neck Radiation Therapy: Anatomic Region of Interest-based Comparison of Rigid and Deformable Algorithms Radiology. Mar, 2015 | Pubmed ID: 25380454 Auto-segmentation of the Brachial Plexus Assessed with TaCTICS - a Software Platform for Rapid Multiple-metric Quantitative Evaluation of Contours Acta Oncologica (Stockholm, Sweden). Apr, 2015 | Pubmed ID: 25279958 Upright Cone Beam CT Imaging Using the Onboard Imager Medical Physics. Jun, 2014 | Pubmed ID: 24877817 Advantages of Simulating Thoracic Cancer Patients in an Upright Position Practical Radiation Oncology. Jan-Feb, 2014 | Pubmed ID: 24621432 Auto-segmentation of Low-risk Clinical Target Volume for Head and Neck Radiation Therapy Practical Radiation Oncology. Jan-Feb, 2014 | Pubmed ID: 24621429 Statistical Modeling Approach to Quantitative Analysis of Interobserver Variability in Breast Contouring International Journal of Radiation Oncology, Biology, Physics. May, 2014 | Pubmed ID: 24613812 Motion of the Esophagus Due to Cardiac Motion PloS One. 2014 | Pubmed ID: 24586540 Automatic Contouring of Brachial Plexus Using a Multi-atlas Approach for Lung Cancer Radiation Therapy Practical Radiation Oncology. Oct-Dec, 2013 | Pubmed ID: 24674411 Automatic Contouring of Brachial Plexus Using a Multi-atlas Approach for Lung Cancer Radiotherapy Practical Radiation Oncology. Oct, 2013 | Pubmed ID: 24273627 Variable Planning Margin Approach to Account for Locoregional Variations in Setup Uncertainties Medical Physics. Aug, 2012 | Pubmed ID: 22894439 A Statistical Modeling Approach for Evaluating Auto-segmentation Methods for Image-guided Radiotherapy Computerized Medical Imaging and Graphics : the Official Journal of the Computerized Medical Imaging Society. Sep, 2012 | Pubmed ID: 22673541 Dose Constraints to Prevent Radiation-induced Brachial Plexopathy in Patients Treated for Lung Cancer International Journal of Radiation Oncology, Biology, Physics. Mar, 2012 | Pubmed ID: 22284035 Author Spotlight: Improving Radiation Therapy Access with Radiation Planning Assistant Laurence Edward Court1, Ajay Aggarwal2, Hester Burger3, Carlos Cardenas4, Christine Chung1, Raphael Douglas1, Monique du Toit5, Anuja Jhingran1, Raymond Mumme1, Sikudhani Muya6, Komeela Naidoo5, Jerry Ndumbalo6, Tucker Netherton1, Callistus Nguyen1, Adenike Olanrewaju1, Jeannette Parkes3, Willie Shaw7, Christoph Trauernicht5, Melody Xu8, Jinzhong Yang1, Lifei Zhang1, Hannah Simonds9, Beth M. Beadle10 1The University of Texas MD Anderson Cancer Center, 2Guy’s and St. Thomas’ Hospital, 3Groote Schuur Hospital and University of Cape Town, 4University of Alabama at Birmingham, 5Tygerberg Hospital and Stellenbosch University, 6Ocean Road Cancer Institute, 7University of the Free State, 8University of California-San Francisco, 9University Hospitals Plymouth NHS Trust, 10Stanford University JoVE 65504 Médecine קרינה תכנון העוזרת - מפושטת, אוטומטי לחלוטין טיפול הקרנות תכנון המערכת Laurence E. Court1, Kelly Kisling1, Rachel McCarroll1, Lifei Zhang1, Jinzhong Yang1, Hannah Simonds2, Monique du Toit2, Chris Trauernicht2, Hester Burger3, Jeannette Parkes3, Mike Mejia4, Maureen Bojador4, Peter Balter1, Daniela Branco1, Angela Steinmann1, Garrett Baltz1, Skylar Gay1, Brian Anderson1, Carlos Cardenas1, Anuja Jhingran5, Simona Shaitelman5, Oliver Bogler6, Kathleen Schmeller7, David Followill1, Rebecca Howell1, Christopher Nelson1, Christine Peterson8, Beth Beadle5,9 1Department of Radiation Physics, University of Texas MD Anderson Cancer Center, 2Department of Radiation Oncology, Stellenbosch University and Tygerberg Hospital, 3Departments of Radiation Oncology and Medical Physics, Groote Schuur Hospital and University of Cape Town, 4Department of Radiation Oncology, University of Santo Tomas Hospital, Benavides Cancer Institute, 5Department of Radiation Oncology, University of Texas MD Anderson Cancer Center, 6Academic Affairs, University of Texas MD Anderson Cancer Center, 7Department of Gynecological Oncology and Reproductive Medicine, University of Texas MD Anderson Cancer Center, 8Department of Biostatistics, University of Texas MD Anderson Cancer Center, 9Department of Radiation Oncology, Stanford University JoVE 57411 Médecine הנחיות וניסיון באמצעות הדמיה סמן Explorer (יעל) עבור Radiomics Rachel B. Ger1,2, Carlos E. Cardenas1,2, Brian M. Anderson1,2, Jinzhong Yang1,2, Dennis S. Mackin1, Lifei Zhang1, Laurence E. Court1,2,3 1Department of Radiation Physics, The University of Texas MD Anderson Cancer Center, 2UTHealth Graduate School of Biomedical Sciences, The University of Texas MD Anderson Cancer Center, 3Department of Imaging Physics, The University of Texas MD Anderson Cancer Center JoVE 57132 Ingénierie
Author Spotlight: Improving Radiation Therapy Access with Radiation Planning Assistant Laurence Edward Court1, Ajay Aggarwal2, Hester Burger3, Carlos Cardenas4, Christine Chung1, Raphael Douglas1, Monique du Toit5, Anuja Jhingran1, Raymond Mumme1, Sikudhani Muya6, Komeela Naidoo5, Jerry Ndumbalo6, Tucker Netherton1, Callistus Nguyen1, Adenike Olanrewaju1, Jeannette Parkes3, Willie Shaw7, Christoph Trauernicht5, Melody Xu8, Jinzhong Yang1, Lifei Zhang1, Hannah Simonds9, Beth M. Beadle10 1The University of Texas MD Anderson Cancer Center, 2Guy’s and St. Thomas’ Hospital, 3Groote Schuur Hospital and University of Cape Town, 4University of Alabama at Birmingham, 5Tygerberg Hospital and Stellenbosch University, 6Ocean Road Cancer Institute, 7University of the Free State, 8University of California-San Francisco, 9University Hospitals Plymouth NHS Trust, 10Stanford University JoVE 65504 Médecine
קרינה תכנון העוזרת - מפושטת, אוטומטי לחלוטין טיפול הקרנות תכנון המערכת Laurence E. Court1, Kelly Kisling1, Rachel McCarroll1, Lifei Zhang1, Jinzhong Yang1, Hannah Simonds2, Monique du Toit2, Chris Trauernicht2, Hester Burger3, Jeannette Parkes3, Mike Mejia4, Maureen Bojador4, Peter Balter1, Daniela Branco1, Angela Steinmann1, Garrett Baltz1, Skylar Gay1, Brian Anderson1, Carlos Cardenas1, Anuja Jhingran5, Simona Shaitelman5, Oliver Bogler6, Kathleen Schmeller7, David Followill1, Rebecca Howell1, Christopher Nelson1, Christine Peterson8, Beth Beadle5,9 1Department of Radiation Physics, University of Texas MD Anderson Cancer Center, 2Department of Radiation Oncology, Stellenbosch University and Tygerberg Hospital, 3Departments of Radiation Oncology and Medical Physics, Groote Schuur Hospital and University of Cape Town, 4Department of Radiation Oncology, University of Santo Tomas Hospital, Benavides Cancer Institute, 5Department of Radiation Oncology, University of Texas MD Anderson Cancer Center, 6Academic Affairs, University of Texas MD Anderson Cancer Center, 7Department of Gynecological Oncology and Reproductive Medicine, University of Texas MD Anderson Cancer Center, 8Department of Biostatistics, University of Texas MD Anderson Cancer Center, 9Department of Radiation Oncology, Stanford University JoVE 57411 Médecine
הנחיות וניסיון באמצעות הדמיה סמן Explorer (יעל) עבור Radiomics Rachel B. Ger1,2, Carlos E. Cardenas1,2, Brian M. Anderson1,2, Jinzhong Yang1,2, Dennis S. Mackin1, Lifei Zhang1, Laurence E. Court1,2,3 1Department of Radiation Physics, The University of Texas MD Anderson Cancer Center, 2UTHealth Graduate School of Biomedical Sciences, The University of Texas MD Anderson Cancer Center, 3Department of Imaging Physics, The University of Texas MD Anderson Cancer Center JoVE 57132 Ingénierie