Julian Hong, MD, MS

Education

Stanford University, Stanford, CA, BS, 06/2008, Biomedical Computation
Stanford University, Stanford, CA, MS, 06/2009, Bioengineering
University of Wisconsin-Madison, Madison, WI, MD, 05/2014, Medicine
Yale-New Haven Medical Center, New Haven/Waterbury, CT, Internship, 06/2015, Internal Medicine
Duke University Medical Center, Durham, NC, Residency, 06/2019, Radiation Oncology

Honors & Awards

• 2020
  New England Journal of Medicine Travel Scholarship, Symposium on Artificial Intelligence for Learning Health Systems
• 2018
  3rd Place, Google Kaggle NCAA March Madness Machine Learning Competition
• 2014
  Dylan Cappel Memorial Scholarship in Oncology, University of Wisconsin
• 2012
  Herman and Gwendolyn Shapiro Excellence in Student Research Award, University of Wisconsin
• 2011
  Excellence in Radiology Research Award, National Student Research Forum
• 2009
  Excellence in Science Award, American Association for the Advancement of Science

Selected Publications

1. Hong JC, Hauser ER, Redding TS, Sims KJ, Gellad ZF, O'Leary MC, Hyslop T, Madison AN, Qin X, Weiss D, Bullard AJ, Williams CD, Sullivan BA, Lieberman D, Provenzale D Characterizing chronological accumulation of comorbidities in healthy veterans: a computational approach.  View on PubMed
2. Sinha S, Garriga M, Naik N, McSteen BW, Odisho AY, Lin A, Hong JC Disparities in Electronic Health Record Patient Portal Enrollment Among Oncology Patients.  View on PubMed
3. Garriga M, Feng FY, Lee WR, Hong JC Early salvage versus adjuvant therapy for treatment of prostate cancer following prostatectomy.  View on PubMed
4. Hong JC, Fairchild AT, Tanksley JP, Palta M, Tenenbaum JD Natural language processing for abstraction of cancer treatment toxicities: accuracy versus human experts.  View on PubMed
5. Kang J, Morin O, Hong JC Closing the Gap Between Machine Learning and Clinical Cancer Care-First Steps Into a Larger World.  View on PubMed
6. Hong JC, Eclov NCW, Dalal NH, Thomas SM, Stephens SJ, Malicki M, Shields S, Cobb A, Mowery YM, Niedzwiecki D, Tenenbaum JD, Palta M System for High-Intensity Evaluation During Radiation Therapy (SHIELD-RT): A Prospective Randomized Study of Machine Learning-Directed Clinical Evaluations During Radiation and Chemoradiation.  View on PubMed
7. Sullivan BA, Redding TS, Hauser ER, Gellad ZF, Qin X, Gupta S, Robertson DJ, Weiss DG, O'Leary MC, Madison AN, Sims KJ, Williams CD, Hong JC, Lieberman D, Provenzale D High-Risk Adenomas at Screening Colonoscopy Remain Predictive of Future High-Risk Adenomas Despite an Intervening Negative Colonoscopy.  View on PubMed
8. Fairchild AT, Tanksley JP, Tenenbaum JD, Palta M, Hong JC Interrater Reliability in Toxicity Identification: Limitations of Current Standards.  View on PubMed
9. Spiegel DY, Boyer MJ, Hong JC, Williams CD, Kelley MJ, Salama JK, Palta M Survival Advantage With Adjuvant Chemotherapy for Locoregionally Advanced Rectal Cancer: A Veterans Health Administration Analysis.  View on PubMed
10. Lafata KJ, Zhou Z, Liu JG, Hong J, Kelsey CR, Yin FF An Exploratory Radiomics Approach to Quantifying Pulmonary Function in CT Images.  View on PubMed
11. Hong JC, Salama JK Authors' Reply.  View on PubMed
12. Jacobs CD, Carpenter DJ, Hong JC, Havrilesky LJ, Sosa JA, Chino JP Radiation Records in the National Cancer Database: Variations in Coding and/or Practice Can Significantly Alter Survival Results.  View on PubMed
13. Hong JC, Boyer MJ, Spiegel DY, Williams CD, Tong BC, Shofer SL, Moravan MJ, Kelley MJ, Salama JK Increasing PET Use in Small Cell Lung Cancer: Survival Improvement and Stage Migration in the VA Central Cancer Registry.  View on PubMed
14. Lafata KJ, Hong JC, Geng R, Ackerson BG, Liu JG, Zhou Z, Torok J, Kelsey CR, Yin FF Association of pre-treatment radiomic features with lung cancer recurrence following stereotactic body radiation therapy.  View on PubMed
15. Wang C, Zhu X, Hong JC, Zheng D Artificial Intelligence in Radiotherapy Treatment Planning: Present and Future.  View on PubMed
16. Zheng D, Hong JC, Wang C, Zhu X Radiotherapy Treatment Planning in the Age of AI: Are We Ready Yet?  View on PubMed
17. Hong JC, Niedzwiecki D, Palta M, Tenenbaum JD Predicting Emergency Visits and Hospital Admissions During Radiation and Chemoradiation: An Internally Validated Pretreatment Machine Learning Algorithm.  View on PubMed
18. Spiegel DY, Hong JC, Oyekunle T, Waters L, Lee WR, Salama JK, Koontz BF A Nomogram for Testosterone Recovery After Combined Androgen Deprivation and Radiation Therapy for Prostate Cancer.  View on PubMed
19. Lafata K, Cai J, Wang C, Hong J, Kelsey CR, Yin FF Spatial-temporal variability of radiomic features and its effect on the classification of lung cancer histology.  View on PubMed
20. Spiegel DY, Boyer MJ, Hong JC, Williams CD, Kelley MJ, Moore H, Salama JK, Palta M Long-term Clinical Outcomes of Nonoperative Management With Chemoradiotherapy for Locally Advanced Rectal Cancer in the Veterans Health Administration.  View on PubMed

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