Ruijiang Li

发表

4D cone beam CT via spatiotemporal tensor framelet.

L. Xing, Hao Gao, Ruijiang Li, 2012, 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 .

Intrafraction verification of gated RapidArc by using beam-level kilovoltage X-ray images.

E. Mok, L. Xing, B. Loo, 2012, 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.

Development and Validation of an Individualized Immune Prognostic Signature in Early-Stage Nonsquamous Non–Small Cell Lung Cancer

M. Diehn, Ruijiang Li, Bailiang Li, 2017, JAMA oncology.

Quantitative Analysis of FDG-PET Identifies Novel Prognostic Imaging Biomarkers in Locally Advanced Pancreatic Cancer Patients Treated with SBRT

Ruijiang Li, A. Koong, H. Shirato, 2016 .

Quantitative Analysis of (18)F-Fluorodeoxyglucose Positron Emission Tomography Identifies Novel Prognostic Imaging Biomarkers in Locally Advanced Pancreatic Cancer Patients Treated With Stereotactic Body Radiation Therapy.

Ruijiang Li, Hiroki Shirato, Daniel T Chang, 2016, International journal of radiation oncology, biology, physics.

Unsupervised Clustering of Quantitative Image Phenotypes Reveals Breast Cancer Subtypes with Distinct Prognoses and Molecular Pathways

D. Ikeda, Ruijiang Li, Jia Wu, 2017, Clinical Cancer Research.

Heterogeneous Enhancement Patterns of Tumor-adjacent Parenchyma at MR Imaging Are Associated with Dysregulated Signaling Pathways and Poor Survival in Breast Cancer.

D. Rubin, S. Napel, D. Ikeda, 2017, Radiology.

The utility of MRI histogram and texture analysis for the prediction of histological diagnosis in head and neck malignancies

Ruijiang Li, H. Shirato, K. Kudo, 2019, Cancer Imaging.

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.

Accuracy of surface registration compared to conventional volumetric registration in patient positioning for head-and-neck radiotherapy: a simulation study using patient data.

L. Xing, Ruijiang Li, Youngjun Kim, 2014, Medical physics.

Early-Stage Non-Small Cell Lung Cancer: Quantitative Imaging Characteristics of (18)F Fluorodeoxyglucose PET/CT Allow Prediction of Distant Metastasis.

D. Rubin, B. Loo, M. Diehn, 2016, Radiology.

Single-Cell Spatial Analysis of Tumor and Immune Microenvironment on Whole-Slide Image Reveals Hepatocellular Carcinoma Subtypes

Ruijiang Li, Dengwang Li, Bailiang Li, 2020, Cancers.

On a PCA-based lung motion model

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

Evaluation of the geometric accuracy of surrogate-based gated VMAT using intrafraction kilovoltage x-ray images.

E. Mok, L. Xing, Ruijiang Li, 2012, Medical physics.

Evaluation of 3D fluoroscopic image generation from a single planar treatment image on patient data with a modified XCAT phantom

John H. Lewis, R. Mak, Ruijiang Li, 2013, Physics in medicine and biology.

INDEED: Integrated differential expression and differential network analysis of omic data for biomarker discovery.

Ruijiang Li, H. Ressom, Yi Cui, 2016, Methods.

Identifying Triple-Negative Breast Cancer Using Background Parenchymal Enhancement Heterogeneity on Dynamic Contrast-Enhanced MRI: A Pilot Radiomics Study

Hiroko Yamashita, Ruijiang Li, Hiroki Shirato, 2015, PloS one.

Intratumor partitioning and texture analysis of dynamic contrast‐enhanced (DCE)‐MRI identifies relevant tumor subregions to predict pathological response of breast cancer to neoadjuvant chemotherapy

Ruijiang Li, Yi Cui, Jia Wu, 2016, Journal of magnetic resonance imaging : JMRI.

Intratumoral Spatial Heterogeneity at Perfusion MR Imaging Predicts Recurrence-free Survival in Locally Advanced Breast Cancer Treated with Neoadjuvant Chemotherapy.

Ruijiang Li, Juheon Lee, Daniel L Rubin, 2018, Radiology.

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.

Machine learning in radiation oncology : theory and applications

Ruijiang Li, Martin J. Murphy, Issam El Naqa, 2015 .

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.

A Bayesian approach to real-time 3D tumor localization via monoscopic x-ray imaging during treatment delivery.

Lei Xing, Ruijiang Li, Benjamin P Fahimian, 2011, Medical physics.

A Fourier-based compressed sensing technique for accelerated CT image reconstruction using first-order methods

Lei Xing, Ruijiang Li, Kihwan Choi, 2014, Physics in medicine and biology.

Volume of high-risk intratumoral subregions at multi-parametric MR imaging predicts overall survival and complements molecular analysis of glioblastoma

Ruijiang Li, Hiroki Shirato, Shangjie Ren, 2017, European Radiology.

Advances in treatment planning

L. Xing, Ruijiang Li, Mei-ling. Li, 2017 .

Dose optimization with first-order total-variation minimization for dense angularly sampled and sparse intensity modulated radiation therapy (DASSIM-RT).

Stephen P. Boyd, E. Candès, L. Xing, 2012, Medical physics.

Integrated imaging and molecular analysis to decipher tumor microenvironment in the era of immunotherapy.

Ruijiang Li, Jia Wu, Aaron T. Mayer, 2020, Seminars in cancer biology.

Radiomics and Radiogenomics

D. Rubin, S. Napel, L. Xing, 2019, Machine and Deep Learning in Oncology, Medical Physics and Radiology.

Prognostic value and molecular correlates of a CT image-based quantitative pleural contact index in early stage NSCLC

B. Loo, M. Diehn, Ruijiang Li, 2018, European Radiology.

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

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

The Immune Subtypes and Landscape of Squamous Cell Carcinoma

Ruijiang Li, Bailiang Li, Yi Cui, 2019, Clinical Cancer Research.

Tumor Subregion Evolution-Based Imaging Features to Assess Early Response and Predict Prognosis in Oropharyngeal Cancer

Ruijiang Li, Jia Wu, N. Fischbein, 2020, The Journal of Nuclear Medicine.

Integrating tumor and nodal imaging characteristics at baseline and mid-treatment CT scans to predict distant metastasis in oropharyngeal cancer treated with concurrent chemoradiotherapy

Ruijiang Li, Jia Wu, N. Fischbein, 2019 .

First study of on-treatment volumetric imaging during respiratory gated VMAT.

L. Xing, Ruijiang Li, A. Koong, 2013, Medical physics.

Future of Stereotactic Irradiation – Dose Composition Radiotherapy (DCRT)

Ruijiang Li, A. Koong, R. Onimaru, 2015 .

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

Steve B. Jiang, Ruijiang Li, 2015 .

Radar motion sensing for accurate tumor tracking in radiation therapy

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

Development and clinical evaluation of automatic fiducial detection for tumor tracking in cine megavoltage images during volumetric modulated arc therapy.

E. Mok, L. Xing, S. Hancock, 2013, Medical physics.

Integrating Tumor and Nodal Imaging Characteristics at Baseline and Mid-Treatment Computed Tomography Scans to Predict Distant Metastasis in Oropharyngeal Cancer Treated With Concurrent Chemoradiotherapy.

Ruijiang Li, Quynh-Thu Le, Fei Han, 2019, International journal of radiation oncology, biology, physics.

Dose optimization with first-order total-variation minimization for dense angularly sampled and sparse intensity modulated radiation therapy (DASSIM-RT).

Stephen P. Boyd, E. Candès, L. Xing, 2012, Medical physics.

Automatic Estimation of Volumetric Breast Density Using Artificial Neural Network-Based Calibration of Full-Field Digital Mammography: Feasibility on Japanese Women With and Without Breast Cancer

Hiroko Yamashita, Hiroki Shirato, Ruijiang Li, 2017, Journal of Digital Imaging.

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.

Noninvasive imaging evaluation of tumor immune microenvironment to predict outcomes in gastric cancer.

Ruijiang Li, Jia Wu, Yuming Jiang, 2020, Annals of oncology : official journal of the European Society for Medical Oncology.

Ruijiang Li, Bailiang Li, A. Lundberg, 2021, British Journal of Cancer.

Integrating Imaging, Histologic, and Genetic Features to Predict Tumor Mutation Burden of Non-Small-Cell Lung Cancer.

Ruijiang Li, Jia Wu, Jinming Yu, 2019, Clinical lung cancer.

Development and Validation of a Machine Learning Model for Detection and Classification of Tertiary Lymphoid Structures in Gastrointestinal Cancers.

Jeanne Shen, Ruijiang Li, Yong Xia, 2023, JAMA network open.

Radiological tumor classification across imaging modality and histology

Carola-Bibiane Schönlieb, Ruijiang Li, Hiroki Shirato, 2021, Nature Machine Intelligence.

Magnetic resonance imaging and molecular features associated with tumor-infiltrating lymphocytes in breast cancer

Ruijiang Li, Daniel L Rubin, Sandy Napel, 2018, Breast Cancer Research.

Identifying relations between imaging phenotypes and molecular subtypes of breast cancer: Model discovery and external validation

Ruijiang Li, Hiroki Shirato, Yi Cui, 2017, Journal of magnetic resonance imaging : JMRI.

Radiographical assessment of tumour stroma and treatment outcomes using deep learning: a retrospective, multicohort study.

Ruijiang Li, Yaoqin Xie, G. Poultsides, 2021, The Lancet. Digital health.

Natural killer cell and stroma abundance are independently prognostic and predict gastric cancer chemotherapy benefit.

Ruijiang Li, Bailiang Li, Yuming Jiang, 2020, JCI insight.

Comprehensive Analysis of the Unfolded Protein Response in Breast Cancer Subtypes.

P. Khatri, M. Diehn, Ruijiang Li, 2017, JCO precision oncology.

Predicting treatment response from longitudinal images using multi-task deep learning

Ruijiang Li, P. Ding, D. Chang, 2021, Nature Communications.

Early response evaluation using primary tumor and nodal imaging features to predict progression-free survival of locally advanced non-small cell lung cancer

B. Loo, M. Diehn, Ruijiang Li, 2020, Theranostics.

Robust Intratumor Partitioning to Identify High-Risk Subregions in Lung Cancer: A Pilot Study.

Ruijiang Li, Daniel L Rubin, Sandy Napel, 2016, International journal of radiation oncology, biology, physics.

Incorporating prior biological knowledge for network-based differential gene expression analysis using differentially weighted graphical LASSO

Ruijiang Li, H. Ressom, Yi Cui, 2017, BMC Bioinformatics.

Radiomics and radiogenomics for precision radiotherapy

Lei Xing, Ruijiang Li, Jia Wu, 2018, Journal of radiation research.

Integrating Radiosensitivity and Immune Gene Signatures for Predicting Benefit of Radiotherapy in Breast Cancer

Ruijiang Li, K. Horst, E. Pollom, 2018, Clinical Cancer Research.

Prognostic Imaging Biomarkers in Glioblastoma: Development and Independent Validation on the Basis of Multiregion and Quantitative Analysis of MR Images.

Lei Xing, Ruijiang Li, Hiroki Shirato, 2016, Radiology.

Development and Validation of a Deep Learning CT Signature to Predict Survival and Chemotherapy Benefit in Gastric Cancer

Ruijiang Li, Jia Wu, Yuming Jiang, 2020, Annals of surgery.

Simultaneous beam sampling and aperture shape optimization for SPORT.

Lei Xing, Ruijiang Li, Masoud Zarepisheh, 2015, Medical physics.

Predicting metastasis in clinically negative axillary lymph nodes with minimum apparent diffusion coefficient value in luminal A-like breast cancer

Ruijiang Li, H. Shirato, F. Kato, 2019, Breast cancer.

Prognostic value of midtreatment FDG‐PET in oropharyngeal cancer

B. Loo, Ruijiang Li, D. Brizel, 2016, Head & neck.

A Quantitative CT Imaging Signature Predicts Survival and Complements Established Prognosticators in Stage I Non-Small Cell Lung Cancer.

Ruijiang Li, Bailiang Li, Juheon Lee, 2018, International journal of radiation oncology, biology, physics.

Linac-Based Image Guided Intensity Modulated Radiation Therapy

Lei Xing, Paul J. Keall, Ruijiang Li, 2011 .

Applications of Machine Learning in Real-Time Tumor Localization

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

An adaptive planning strategy for station parameter optimized radiation therapy (SPORT): Segmentally boosted VMAT.

Lei Xing, Ruijiang Li, L. Xing, 2013, Medical physics.

Beam’s-eye-view dosimetrics (BEVD) guided rotational station parameter optimized radiation therapy (SPORT) planning based on reweighted total-variation minimization

Lei Xing, Ruijiang Li, Rena Lee, 2015, Physics in medicine and biology.

Image-Based Motion Correction

Ruijiang Li, Ruijiang Li, 2015 .

Predicting peritoneal recurrence and disease-free survival from CT images in gastric cancer with multitask deep learning: a retrospective study.

W. Wang, Ruijiang Li, G. Poultsides, 2022, The Lancet. Digital health.

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

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

Automatic prostate tracking and motion assessment in volumetric modulated arc therapy with an electronic portal imaging device.

Lei Xing, Ruijiang Li, Edward Mok, 2013, International journal of radiation oncology, biology, physics.

Machine Learning in Radiation Oncology

Martin J. Murphy, Ruijiang Li, Issam El Naqa, 2015 .

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.

Improved compressed sensing-based cone-beam CT reconstruction using adaptive prior image constraints

Lei Xing, Ho Lee, Ran Davidi, 2012, Physics in medicine and biology.

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.

Peritumoral Radiomics and Predicting Treatment Response.

Ruijiang Li, 2020, JAMA network open.

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

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

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.

Noninvasive Prediction of Occult Peritoneal Metastasis in Gastric Cancer Using Deep Learning

Ruijiang Li, Yaoqin Xie, Yuming Jiang, 2021, JAMA network open.

Predicting benefit from immune checkpoint inhibitors in patients with non-small-cell lung cancer by CT-based ensemble deep learning: a retrospective study

Joe Y. Chang, Sheeba J. Sujit, J. Hazle, 2023, The Lancet. Digital health.

3D Bayesian Tracking with a Single Imager for Real-Time Image Guidance in Prostate Radiation Therapy

Lei Xing, Ruijiang Li, Benjamin Fahimian, 2011, 2011 10th International Conference on Machine Learning and Applications and Workshops.

Robust Estimation of Electron Density From Anatomic Magnetic Resonance Imaging of the Brain Using a Unifying Multi-Atlas Approach.

Lei Xing, Ruijiang Li, Quynh-Thu Le, 2017, International journal of radiation oncology, biology, physics.

Decentralized Learning Framework of Meta-Survival Analysis for Developing Robust Prognostic Signatures

Yi Cui, Bailiang Li, Ruijiang Li, 2017, JCO clinical cancer informatics.

Triple attention learning for classification of 14 thoracic diseases using chest radiography

Yanning Zhang, Hongyu Wang, Yong Xia, 2020, Medical Image Anal..

Clinical implementation of intrafraction cone beam computed tomography imaging during lung tumor stereotactic ablative radiation therapy.

Lei Xing, Ruijiang Li, Bowen Meng, 2013, International journal of radiation oncology, biology, physics.

A Composite Model Integrating Imaging, Histological, and Genetic Features to Predict Tumor Mutation Burden in Non-Small Cell Lung Cancer Patients

Ruijiang Li, Jingui Yu, Meihua Yang, 2019, International Journal of Radiation Oncology, Biology, Physics.

Nonisocentric treatment strategy for breast radiation therapy: a proof of concept study.

Lei Xing, Ruijiang Li, Karl Bush, 2014, International journal of radiation oncology, biology, physics.

Magnetic resonance imaging and molecular features associated with tumor-infiltrating lymphocytes in breast cancer

D. Rubin, S. Napel, B. Daniel, 2018, Breast Cancer Research.

Patient-specific motion artifacts in 4DCT.

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

Improving the diagnosis of acute ischemic stroke on non-contrast CT using deep learning: a multicenter study

Dawei Wang, Chen Xia, Ruijiang Li, 2022, Insights into Imaging.

Improving IMRT delivery efficiency with reweighted L1-minimization for inverse planning.

Lei Xing, Ruijiang Li, Rena Lee, 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.

Biology-guided deep learning predicts prognosis and cancer immunotherapy response

Ruijiang Li, G. Poultsides, Yuming Jiang, 2023, Nature Communications.

A unifying probabilistic Bayesian approach to derive electron density from MRI for radiation therapy treatment planning

Lei Xing, Ruijiang Li, Quynh-Thu Le, 2014, Physics in medicine and biology.

An initial study on the estimation of time-varying volumetric treatment images and 3D tumor localization from single MV cine EPID images.

Ruijiang Li, John H Lewis, Pankaj Mishra, 2014, Medical physics.

Treatment Delivery Validation

Ruijiang Li, Ruijiang Li, 2015 .

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.

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.

Inverse planning in the age of digital LINACs: station parameter optimized radiation therapy (SPORT)

Lei Xing, Ruijiang Li, L. Xing, 2014 .

Survival Prediction via Hierarchical Multimodal Co-Attention Transformer: A Computational Histology-Radiology Solution

Ruijiang Li, Yong Xia, Mengkang Lu, 2023, IEEE Transactions on Medical Imaging.

Non-invasive tumor microenvironment evaluation and treatment response prediction in gastric cancer using deep learning radiomics

Md Tauhidul Islam, Ruijiang Li, Kangneng Zhou, 2023, Cell reports. Medicine.

Single-Cell Heterogeneity-Aware Transformer-Guided Multiple Instance Learning for Cancer Aneuploidy Prediction From Whole Slide Histopathology Images

Ruijiang Li, Xi Wang, R. Sali, 2023, IEEE Journal of Biomedical and Health Informatics.

Assessing the dosimetric impact of real-time prostate motion during volumetric modulated arc therapy.

Lei Xing, Ruijiang Li, Karl Bush, 2014, International journal of radiation oncology, biology, physics.

Cancer immunotherapy response prediction from multi-modal clinical and image data using semi-supervised deep learning.

P. Heng, Ruijiang Li, Yuming Jiang, 2023, Radiotherapy and oncology : journal of the European Society for Therapeutic Radiology and Oncology.