Seyoun Park

Instructor

20042019
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Research Output 2004 2019

  • 20 Article
  • 8 Conference contribution
  • 1 Review article
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

Cone-Beam Computed Tomography
Organ Size
Fusion reactions
Computer-Assisted Surgery
Computer aided diagnosis
Abdomen
Cone-Beam Computed Tomography
Tomography
Learning
Pancreatic Diseases

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

Pancreatic Neoplasms
Learning
Artificial Intelligence
Pancreatic Neoplasms
Early Detection of Cancer
Radiology
Pathology

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

Brachytherapy
Prostate
Seeds
X-Rays

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

Convolution
Pairing
Segmentation
Textures
Neural networks
Adenocarcinoma
Pancreas
Tissue Donors
Kidney
Pancreatic Diseases
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., 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

Early Detection of Cancer
Case-Control Studies
Lung Neoplasms
Tomography
Lung

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

Radiotherapy
Cine Magnetic Resonance Imaging
Neoplasms
Respiration
Thorax

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. H., Lin, C., 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

Image texture
Computer aided diagnosis
nodules
Early Detection of Cancer
lungs
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

Cone-Beam Computed Tomography
Image-Guided Radiotherapy
Computer-Assisted Surgery
Head and Neck Neoplasms
Artifacts

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

Radiotherapy
Magnetic resonance imaging
lungs
Tumors
radiation therapy
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

Speckle
Ultrasonics
Interpolation
Pixels
Sampling

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

Cone-Beam Computed Tomography
Radiotherapy
Tumor Burden
Cones
Tumors

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

Park, S., Song, D. Y. & Lee, J., 2016, Medical Imaging 2016: Image-Guided Procedures, Robotic Interventions, and Modeling. SPIE, Vol. 9786. 97860L

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

Brachytherapy
Magnetic resonance imaging
Dosimetry
dosimeters
Seed

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

Radiotherapy
Software
Workflow
Informatics
Parotid Gland
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., 2015, IFMBE Proceedings. Springer Verlag, Vol. 51. p. 509-512 4 p.

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

Image registration
Radiotherapy
Hardware
Cones
Image quality

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

Tomography
Merging
Dentistry
Global optimization
Computer aided design

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., 2015, Medical Imaging 2015: Image Processing. SPIE, Vol. 9413. 941333

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

Cone-Beam Computed Tomography
Cones
cones
cross correlation
Image-Guided Radiotherapy
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

Radiology
Medicine
Radiology Information Systems
Robotics
Genomics

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

Park, S., Min Lee, S., Kim, N., Beom Seo, J. & Shin, H., Jan 1 2013, In : Medical Physics. 40, 7, 071906.

Research output: Contribution to journalArticle

Cone-Beam Computed Tomography
Blood Vessels
Thorax
Costs and Cost Analysis
Chronic Obstructive Pulmonary Disease

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

Cartesian Grid
Grid Generation
Viscous flow
Viscous Flow
Transition Layer
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., 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

Invasive Pulmonary Aspergillosis
Organ Transplantation
Survivors
Transplants
Sodium Glutamate

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

Mesh generation
Cartesian
Computational Fluid Dynamics
Computational fluid dynamics
Mesh
2011

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

Park, S., 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

Casting
Flow simulation
Computer simulation
Finite volume method
Processing
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

Voronoi Diagram
Lithography
Polygon
Metric
Photomask
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

Parameterization
Textures
Gluing
Electronic document identification systems
Geometry
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. Vol. II. p. 1260-1267 8 p. 1544865

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

Repair
Parameterization
Textures
Gluing
Geometry
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

Rapid Prototyping
Slicing
Rapid prototyping
Point Sets
Quadric