Julian C. Hong

Research interests

Publications

• Operational Ontology for Oncology (O3): A Professional Society-Based, Multistakeholder, Consensus-Driven Informatics Standard Supporting Clinical and Research Use of Real-World Data From Patients Treated for Cancer

  International Journal of Radiation Oncology*Biology*Physics · 2023 · 10.1016/j.ijrobp.2023.05.033

• Disparities in Electronic Health Record Patient Portal Enrollment Among Oncology Patients

  JAMA Oncology · 2021 · 10.1001/jamaoncol.2021.0540

• An artificial intelligence framework integrating longitudinal electronic health records with real-world data enables continuous pan-cancer prognostication

  Nature Cancer · 2021 · 10.1038/s43018-021-00236-2

• Strategies to Turn Real-world Data Into Real-world Knowledge

  JAMA Network Open · 2021 · 10.1001/jamanetworkopen.2021.28045

• System for High-Intensity Evaluation During Radiation Therapy (SHIELD-RT): A Prospective Randomized Study of Machine Learning–Directed Clinical Evaluations During Radiation and Chemoradiation

  Journal of Clinical Oncology · 2020 · 10.1200/jco.20.01688

• Natural language processing for abstraction of cancer treatment toxicities: accuracy versus human experts

  JAMIA Open · 2020 · 10.1093/jamiaopen/ooaa064

• Interrater Reliability in Toxicity Identification: Limitations of Current Standards

  International Journal of Radiation Oncology*Biology*Physics · 2020 · 10.1016/j.ijrobp.2020.04.040

• Artificial Intelligence in Radiotherapy Treatment Planning: Present and Future

  Technology in Cancer Research & Treatment · 2019 · 10.1177/1533033819873922

• An Exploratory Radiomics Approach to Quantifying Pulmonary Function in CT Images

  Scientific Reports · 2019 · 10.1038/s41598-019-48023-5

• Predicting Emergency Visits and Hospital Admissions During Radiation and Chemoradiation: An Internally Validated Pretreatment Machine Learning Algorithm

  JCO Clinical Cancer Informatics · 2018 · 10.1200/cci.18.00037

• Association of pre-treatment radiomic features with lung cancer recurrence following stereotactic body radiation therapy

  Physics in Medicine and Biology · 2018 · 10.1088/1361-6560/aaf5a5

• Spatial-temporal variability of radiomic features and its effect on the classification of lung cancer histology

  Physics in Medicine and Biology · 2018 · 10.1088/1361-6560/aae56a

• Stereotactic body radiation therapy versus sublobar resection for stage I NSCLC

  Lung Cancer · 2018 · 10.1016/j.lungcan.2018.09.020

• Classification for long-term survival in oligometastatic patients treated with ablative radiotherapy: A multi-institutional pooled analysis

  PLoS ONE · 2018 · 10.1371/journal.pone.0195149

• Radiation dose and cardiac risk in breast cancer treatment: An analysis of modern radiation therapy including community settings

  Practical Radiation Oncology · 2017 · 10.1016/j.prro.2017.07.005

• Mid-radiotherapy PET/CT for prognostication and detection of early progression in patients with stage III non-small cell lung cancer

  Radiotherapy and Oncology · 2017 · 10.1016/j.radonc.2017.08.007

• Primary Versus Preoperative Radiation for Locally Advanced Vulvar Cancer

  International Journal of Gynecological Cancer · 2017 · 10.1097/igc.0000000000000938

• Data-Derived Treatment Duration Goal for Cervical Cancer: Should 8 Weeks Remain the Target in the Era of Concurrent Chemoradiation?

  JCO Clinical Cancer Informatics · 2017 · 10.1200/cci.16.00072

• The expanding role of stereotactic body radiation therapy in oligometastatic solid tumors: What do we know and where are we going?

  Cancer Treatment Reviews · 2016 · 10.1016/j.ctrv.2016.11.003

• A nomogram to predict loco-regional control after re-irradiation for head and neck cancer

  Radiotherapy and Oncology · 2014 · 10.1016/j.radonc.2014.06.003

• Pulmonary Ventilation Imaging Based on 4-Dimensional Computed Tomography: Comparison With Pulmonary Function Tests and SPECT Ventilation Images

  International Journal of Radiation Oncology*Biology*Physics · 2014 · 10.1016/j.ijrobp.2014.06.006

• Risk of Cerebrovascular Events in Elderly Patients After Radiation Therapy Versus Surgery for Early-Stage Glottic Cancer

  International Journal of Radiation Oncology*Biology*Physics · 2013 · 10.1016/j.ijrobp.2013.06.009

• Combined Modality Therapy for Rectal Cancer: The Relative Value of Posttreatment Versus Pretreatment CEA as a Prognostic Marker for Disease Recurrence

  Annals of Surgical Oncology · 2012 · 10.1245/s10434-012-2266-x

• Reproducibility of Four-dimensional Computed Tomography-based Lung Ventilation Imaging

  Academic Radiology · 2012 · 10.1016/j.acra.2012.07.006

• High Retention and Safety of Percutaneously Implanted Endovascular Embolization Coils as Fiducial Markers for Image-Guided Stereotactic Ablative Radiotherapy of Pulmonary Tumors

  International Journal of Radiation Oncology*Biology*Physics · 2010 · 10.1016/j.ijrobp.2010.04.037

Current projects

No projects listed.