Seyoun Park

Instructor

20042020

Research output per year

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Research Output

  • 22 Article
  • 8 Conference contribution
  • 1 Review article
2020

Annotated normal CT data of the abdomen for deep learning: Challenges and strategies for implementation

Park, S., Chu, L. C., Fishman, E. K., Yuille, A. L., Vogelstein, B., Kinzler, K. W., Horton, K. M., Hruban, R. H., Zinreich, E. S., Fadaei Fouladi, D., Shayesteh, S., Graves, J. & Kawamoto, S., Jan 2020, In : Diagnostic and Interventional Imaging. 101, 1, p. 35-44 10 p.

Research output: Contribution to journalArticle

Differentiating autoimmune pancreatitis from pancreatic ductal adenocarcinoma with CT radiomics features

Park, S., Chu, L. C., Hruban, R. H., Vogelstein, B., Kinzler, K. W., Yuille, A. L., Fouladi, D. F., Shayesteh, S., Ghandili, S., Wolfgang, C. L., Burkhart, R., He, J., Fishman, E. K. & Kawamoto, S., Jan 1 2020, (Accepted/In press) In : Diagnostic and Interventional Imaging.

Research output: Contribution to journalArticle

2019

Abdominal multi-organ segmentation with organ-attention networks and statistical fusion

Wang, Y., Zhou, Y., Shen, W., Park, S., Fishman, E. K. & Yuille, A. L., Jul 1 2019, In : Medical Image Analysis. 55, p. 88-102 15 p.

Research output: Contribution to journalArticle

Application of Deep Learning to Pancreatic Cancer Detection: Lessons Learned From Our Initial Experience

Chu, L. C. H., Park, S., Kawamoto, S., Wang, Y., Zhou, Y., Shen, W., Zhu, Z., Xia, Y., Xie, L., Liu, F., Yu, Q., Fouladi, D. F., Shayesteh, S., Zinreich, E. S., Graves, J. S., Horton, K. M., Yuille, A. L., Hruban, R. H., Kinzler, K. W., Vogelstein, B. & 1 others, Fishman, E. K., Jan 1 2019, In : Journal of the American College of Radiology.

Research output: Contribution to journalArticle

Deformable registration of x ray and MRI for postimplant dosimetry in low dose rate prostate brachytherapy

Hrinivich, W. T., Park, S., Le, Y., Song, D. Y. & Lee, J., Jan 1 2019, (Accepted/In press) In : Medical physics.

Research output: Contribution to journalArticle

Hyper-Pairing Network for Multi-phase Pancreatic Ductal Adenocarcinoma Segmentation

Zhou, Y., Li, Y., Zhang, Z., Wang, Y., Wang, A., Fishman, E. K., Yuille, A. L. & Park, S., Jan 1 2019, Medical Image Computing and Computer Assisted Intervention – MICCAI 2019 - 22nd International Conference, Proceedings. Shen, D., Yap, P-T., Liu, T., Peters, T. M., Khan, A., Staib, L. H., Essert, C. & Zhou, S. (eds.). Springer, p. 155-163 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11765 LNCS).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2018

Added value of computer-aided CT image features for early lung cancer diagnosis with small pulmonary nodules: A matched case-control study

Huang, P., Park, S., Yan, R., Lee, J., Chu, L. C., Lin, C. T., Hussien, A., Rathmell, J., Thomas, B., Chen, C., HalS, R., Ettinger, D. S., Brock, M., Hu, P., Fishman, E. K., Gabrielson, E. & Lam, S., Jan 1 2018, In : Radiology. 286, 1, p. 286-295 10 p.

Research output: Contribution to journalArticle

Simultaneous tumor and surrogate motion tracking with dynamic MRI for radiation therapy planning

Park, S., Farah, R., Shea, S. M., Tryggestad, E., Hales, R. & Lee, J., Jan 1 2018, In : Physics in Medicine and Biology. 63, 2, 025015.

Research output: Contribution to journalArticle

The Use of Low-Dose CT Intra- and Extra-Nodular Image Texture Features to Improve Small Lung Nodule Diagnosis in Lung Cancer Screening

Yan, R., Ashrafinia, S., Park, S., Lee, J., Chu, L. C., Lin, C. T., Hussien, A., Malguria, N., Steingrimsson, J., Rahmim, A. & Huang, P., Nov 12 2018, 2017 IEEE Nuclear Science Symposium and Medical Imaging Conference, NSS/MIC 2017 - Conference Proceedings. Institute of Electrical and Electronics Engineers Inc., 8532656

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2017

Deformable registration of CT and cone-beam CT with local intensity matching

Park, S., Plishker, W., Quon, H., Wong, J., Shekhar, R. & Lee, J., Feb 7 2017, In : Physics in Medicine and Biology. 62, 3, p. 927-947 21 p.

Research output: Contribution to journalArticle

Evaluation of lung tumor motion management in radiation therapy with dynamic MRI

Park, S., Farah, R., Shea, S. M., Tryggestad, E., Hales, R. & Lee, J., 2017, Medical Imaging 2017: Image-Guided Procedures, Robotic Interventions, and Modeling. SPIE, Vol. 10135. 101351R

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2016

3D freehand ultrasound reconstruction using a piecewise smooth Markov random field

Moon, H., Ju, G., Park, S. & Shin, H., Oct 1 2016, In : Computer Vision and Image Understanding. 151, p. 101-113 13 p.

Research output: Contribution to journalArticle

Accurate tracking of tumor volume change during radiotherapy by CT-CBCT registration with intensity correction

Park, S., Robinson, A., Quon, H., Kiess, A. P., Shen, C., Wong, J., Plishker, W., Shekhar, R. & Lee, J., 2016, Medical Imaging 2016: Image-Guided Procedures, Robotic Interventions, and Modeling. SPIE, Vol. 9786. 97860P

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Deformable registration of X-ray to MRI for post-implant dosimetry in prostate brachytherapy

Park, S., Song, D. Y. & Lee, J., Jan 1 2016, Medical Imaging 2016: Image-Guided Procedures, Robotic Interventions, and Modeling. Webster, R. J. & Yaniv, Z. R. (eds.). SPIE, 97860L. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 9786).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Technical Note: Scuda: A software platform for cumulative dose assessment

Park, S., McNutt, T., Plishker, W., Quon, H., Wong, J., Shekhar, R. & Lee, J., Oct 1 2016, In : Medical Physics. 43, 10, p. 5339-5346 8 p.

Research output: Contribution to journalArticle

2015

A hardware-accelerated software platform for adaptive radiation therapy

Park, S., Plishker, W., Robinson, A., Zaki, G., Shekhar, R., McNutt, T., Quon, H., Wong, J. & Lee, J., Jan 1 2015, World Congress on Medical Physics and Biomedical Engineering, 2015. Jaffray, D. A. (ed.). Springer Verlag, p. 509-512 4 p. (IFMBE Proceedings; vol. 51).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Combining volumetric dental CT and optical scan data for teeth modeling

Jung, W., Park, S. & Shin, H., Oct 1 2015, In : CAD Computer Aided Design. 67-68, p. 24-37 14 p.

Research output: Contribution to journalArticle

Deformable registration of CT and cone-beam CT by local CBCT intensity correction

Park, S., Plishker, W., Shekhar, R., Quon, H., Wong, J. & Lee, J., Jan 1 2015, Medical Imaging 2015: Image Processing. Styner, M. A. & Ourselin, S. (eds.). SPIE, 941333. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 9413).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2013

An engineering view on megatrends in radiology: Digitization to quantitative tools of medicine

Kim, N., Choi, J., Yi, J., Choi, S., Park, S., Chang, Y. & Seo, J. B., Mar 1 2013, In : Korean journal of radiology. 14, 2, p. 139-153 15 p.

Research output: Contribution to journalReview article

Automatic reconstruction of the arterial and venous trees on volumetric chest CT

Park, S., Min Lee, S., Kim, N., Beom Seo, J. & Shin, H., Jul 2013, In : Medical physics. 40, 7, 071906.

Research output: Contribution to journalArticle

Hybrid grid generation for viscous flow analysis

Park, S., Jeong, B., Lee, J. G. & Shin, H., Mar 10 2013, In : International Journal for Numerical Methods in Fluids. 71, 7, p. 891-909 19 p.

Research output: Contribution to journalArticle

2012

Analysis of initial and follow-up CT findings in patients with invasive pulmonary aspergillosis after solid organ transplantation

Lim, C., Seo, J. B., Park, S. Y., Hwang, H. J., Lee, H. J., Lee, S. O., Chae, E. J., Do, K. H., Song, J. W., Kim, M. Y. & Kim, S. H., Dec 1 2012, In : Clinical Radiology. 67, 12, p. 1179-1186 8 p.

Research output: Contribution to journalArticle

Efficient generation of adaptive Cartesian mesh for computational fluid dynamics using GPU

Park, S. & Shin, H., Dec 20 2012, In : International Journal for Numerical Methods in Fluids. 70, 11, p. 1393-1404 12 p.

Research output: Contribution to journalArticle

2011

Development of pre-/post-processors for 3d numerical simulation using cut cell method

Park, S. Y., Lim, C. H., Nam, J. H., Shin, H. Y. & Choi, J. K., Aug 1 2011, In : International Journal of Cast Metals Research. 24, 3-4, p. 257-262 6 p.

Research output: Contribution to journalArticle

2008

Voronoi diagram of a polygon in chessboard metric and maskless lithographic applications

Shin, H., Park, S., Park, E. & Kim, D. S., Aug 1 2008, In : International Journal of Computational Geometry and Applications. 18, 4, p. 357-371 15 p.

Research output: Contribution to journalArticle

2006

Surface completion for shape and appearance

Park, S., Guo, X., Shin, H. & Qin, H., Mar 1 2006, In : Visual Computer. 22, 3, p. 168-180 13 p.

Research output: Contribution to journalArticle

2005

Shape and appearance repair for incomplete point surfaces

Park, S., Guo, X., Shin, H. & Qin, H., Dec 1 2005, Proceedings - 10th IEEE International Conference on Computer Vision, ICCV 2005. p. 1260-1267 8 p. 1544865. (Proceedings of the IEEE International Conference on Computer Vision; vol. II).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2004

Direct Slicing of a Point Set Model for Rapid Prototyping

Shin, H., Park, S. & Park, E., Jan 1 2004, In : Computer-Aided Design and Applications. 1, 1-4, p. 109-115 7 p.

Research output: Contribution to journalArticle