Simon X. Han

Publication Activity (10 Years)

Years Active: 2008-2020
Publications (10 Years): 10

Top Topics

Computed Tomography

Convolutional Neural Network

Reward Function

Top Venues

Artif. Intell. Medicine

Medical Imaging: Computer-Aided Diagnosis

Publications

Yannan Lin, Leihao Wei, Simon X. Han, Denise R. Aberle, William Hsu
EDICNet: An end-to-end detection and interpretable malignancy classification network for pulmonary nodules in computed tomography. Medical Imaging: Computer-Aided Diagnosis (2020)
Shiwen Shen, Simon X. Han, Denise R. Aberle, Alex A. T. Bui, William Hsu
Explainable Hierarchical Semantic Convolutional Neural Network for Lung Cancer Diagnosis. CVPR Workshops (2019)
Shiwen Shen, Simon X. Han, Denise R. Aberle, Alex A. T. Bui, William Hsu
An interpretable deep hierarchical semantic convolutional neural network for lung nodule malignancy classification. Expert Syst. Appl. 128 (2019)
Panayiotis Petousis, Simon X. Han, William Hsu, Alex A. T. Bui
Generating Reward Functions Using IRL Towards Individualized Cancer Screening. AIH@IJCAI (Revised Selected Papers) (2018)
Panayiotis Petousis, Simon X. Han, William Hsu, Alex A. T. Bui
Generating reward functions using IRL towards individualized cancer screening. AIH@IJCAI (2018)
Shiwen Shen, Simon X. Han, Denise R. Aberle, Alex A. T. Bui, William Hsu
An Interpretable Deep Hierarchical Semantic Convolutional Neural Network for Lung Nodule Malignancy Classification. CoRR (2018)
Shiwen Shen, Simon X. Han, Panayiotis Petousis, Robert E. Weiss, Frank Meng, Alex A. T. Bui, William Hsu
A Bayesian model for estimating multi-state disease progression. Comput. Biol. Medicine 81 (2017)
William Hsu, Simon X. Han, Corey W. Arnold, Alex A. T. Bui, Dieter R. Enzmann
A data-driven approach for quality assessment of radiologic interpretations. J. Am. Medical Informatics Assoc. 23 (e1) (2016)
Panayiotis Petousis, Simon X. Han, Denise R. Aberle, Alex A. T. Bui
Prediction of lung cancer incidence on the low-dose computed tomography arm of the National Lung Screening Trial: A dynamic Bayesian network. Artif. Intell. Medicine 72 (2016)
Shiwen Shen, Simon X. Han, Panayiotis Petousis, Frank Meng, William Hsu, Alex A. T. Bui
A Continuous Markov Model Approach Using Individual Patient Data to Estimate Mean Sojourn Time of Lung Cancer. AMIA (2015)
Simon X. Han, Marshall J. Levesque, Kohei Ichikawa, Susumu Date, Jason H. Haga
Virtual Screening for SHP-2 Specific Inhibitors Using Grid Computing. eScience (2008)