Simon-X.-Han--
imon.x.han@ucla.edu
Office Info

924 Westwood Blvd, Suite 420, Room P

Simon X. Han

BIOGRAPHY

Simon has worked on numerous projects in MII, such as observational databases for various cancer patients, system for assessing the concordance between radiology findings and pathology findings, and lung cancer disease modeling. Currently, Simon is investigating sequential decision making in a breast cancer screening context.

Publications

2020
Lin Y, Wei L, Han SX, Aberle DR, Hsu W. EDICNet: An end-to-end detection and interpretable malignancy classification network for pulmonary nodules in computed tomography. Proc SPIE Int Soc Opt Eng. 2020 Feb;11314:113141H. DOI: 10.1117/12.2551220. Epub 2020 Mar 16. PMID: 32606487; PMCID: PMC7325481 Lin Y, Wei L, Han SX, Aberle DR, Hsu W. EDICNet: An end-to-end detection and interpretable malignancy classification network for pulmonary nodules in computed tomography. Proc. SPIE 11314, Medical Imaging 2020: Computer-Aided Diagnosis, 113141H. 16 March 2020. DOI: 10.1117/12.2551220.
2019
Shen S, Han SX, Aberle DR, Bui AAT, Hsu W. An Interpretable Deep Hierarchical Semantic Convolutional Neural Network for Lung Nodule Malignancy Classification. Expert Syst Appl. 2019 Aug 15;128:84-95. DOI: 10.1016/j.eswa.2019.01.048. Epub 2019 Jan 18. PMID: 31296975; PMCID: PMC6623975. Petousis P, Han SX, Hsu W, Bui AAT. Generating Reward Functions Using IRL Towards Individualized Cancer Screening. Artif Intell Health (2018). 2019;11326:213-227. DOI: 10.1007/978-3-030-12738-1_16. Epub 2019 Feb 21. PMID: 31363717; PMCID: PMC6667225.
2017
Shen S, Han SX, Petousis P, Weiss RE, Meng F, Bui AAT, Hsu W. A Bayesian model for estimating multi-state disease progression. Comput Biol Med. 2017 Feb 1;81:111-120. DOI: 10.1016/j.compbiomed.2016.12.011. Epub 2016 Dec 22. PMID: 28038345; PMCID: PMC5508542.
2016
Petousis P, Han SX, Aberle DR, Bui AAT. Prediction of lung cancer incidence on the low-dose computed tomography arm of the National Lung Screening Trial: A dynamic Bayesian network. Artif Intell Med. 2016 Sep;72:42-55. DOI: 10.1016/j.artmed.2016.07.001. Epub 2016 Jul 27. PMID: 27664507; PMCID: PMC5082434..
2015
Hsu W, Han SX, Arnold CW, Bui AAT, Enzmann DR. A data-driven approach for quality assessment of radiologic interpretations. J Am Med Inform Assoc. 2016 Apr;23(e1):e152-6. DOI: 10.1093/jamia/ocv161. Epub 2015 Nov 25. PMID: 26606938; PMCID: PMC4954616. Abtin F, Suh RD, Nasehi L, Han SX, Hsu W, Quirk M, Genshaft SJ, Gutierrez AJ, Cameron RB. Percutaneous cryoablation for the treatment of recurrent thymoma: preliminary safety and efficacy. J Vasc Interv Radiol. 2015 May;26(5):709-14. DOI: 10.1016/j.jvir.2014.12.024. PMID: 25921453. Shen S, Han SX, Petousis P, Meng F, Bui AAT, Hsu W. Continuous Markov Model Approach Using Individual Patient Data to Estimate Mean Sojourn Time of Lung Cancer. AMIA Annu Symp Proc. San Francisco, CA, USA; 2015.
2014
Han SX, Hsu W, Arnold CW, Margolis DJA, Bui AAT, Enzmann DR. RadQA: Automated quality control of radiological interpretations in prostate cancer. RSNA Annual Meeting. Chicago, IL; 2014.

Research Projects

CURRENT PROJECTS
PAST PROJECTS