• 1754 Citations
  • 21 h-Index
1984 …2020
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Research Output 1984 2019

2019

An effective and accurate identification system of Mycobacterium tuberculosis using convolution neural networks

Kuok, C. P., Horng, M. H., Liao, Y. M., Chow, N-H. & Sun, Y-N., 2019 Jun 1, In : Microscopy Research and Technique. 82, 6, p. 709-719 11 p.

Research output: Contribution to journalArticle

tuberculosis
system identification
Convolution
Mycobacterium tuberculosis
convolution integrals

Automatic Finger Tendon Segmentation from Ultrasound Images Using Deep Learning

Kuok, C. P., Tsai, B. S., Yang, T-H., Su, F., Jou, I. M. & Sun, Y-N., 2019 Jan 1, New Trends in Computer Technologies and Applications - 23rd International Computer Symposium, ICS 2018, Revised Selected Papers. Chang, C-Y., Lin, C-C. & Lin, H-H. (eds.). Springer Verlag, p. 778-784 7 p. (Communications in Computer and Information Science; vol. 1013).

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

Ultrasound Image
Tendons
Segmentation
Ultrasonics
Prior Knowledge
1 Citation (Scopus)

Cobb angle measurement of spine from x-ray images using convolutional neural network

Horng, M. H., Kuok, C. P., Fu, M. J., Lin, C-J. & Sun, Y-N., 2019 Jan 1, In : Computational and Mathematical Methods in Medicine. 2019, 6357171.

Research output: Contribution to journalArticle

Open Access
Spine
Angle measurement
X-Rays
Neural Networks
Neural networks

Learning one-class support vector machine by using artificial bee colony algorithm and its application for disease classification

Horng, M. H., Hong, Y. L., Sun, Y-N., Zhan, Z. Y. & Hong, C. Y., 2019 Jul 7, Proceedings of the 2019 International Electronics Communication Conference, IECC 2019. Association for Computing Machinery, p. 71-75 5 p. (ACM International Conference Proceeding Series).

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

Support vector machines
Learning algorithms
Remote sensing

Pupil localization for ophthalmic diagnosis using anchor ellipse regression

Lin, H. H., Li, Z. Y., Shih, M-H., Sun, Y-N. & Shen, T. L., 2019 May 1, Proceedings of the 16th International Conference on Machine Vision Applications, MVA 2019. Institute of Electrical and Electronics Engineers Inc., 8757976. (Proceedings of the 16th International Conference on Machine Vision Applications, MVA 2019).

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

Anchors
Masks
Infrared radiation
Experiments
Object detection
2018

An effective CNN approach for vertebrae segmentation from 3D CT images

Kuok, C. P., Hsue, J. Y., Shen, T. L., Huang, B. F., Chen, C. Y. & Sun, Y-N., 2018 Dec 14, Proceedings of the 2018 Pacific Neighborhood Consortium Annual Conference and Joint Meetings: Human Rights in Cyberspace, PNC 2018. Shaw, S-L., Chan, T-C. & Chen, L-J. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 7-12 6 p. 8579455

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

neural network
Tomography
Neural networks
Surgery
surgery

Categorizating 3d fetal ultrasound image database in first trimester pregnancy based on mid-sagittal plane assessments

Chang, C. W., Huang, S. T., Huang, Y. H., Sun, Y-N. & Tsai, P., 2018 Sep 7, 2017 IEEE Applied Imagery Pattern Recognition Workshop, AIPR 2017. Institute of Electrical and Electronics Engineers Inc., 8457976. (Proceedings - Applied Imagery Pattern Recognition Workshop; vol. 2017-October).

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

Adhesion
Ultrasonics
Image quality
Screening
Statistics
3 Citations (Scopus)

Model-Based Orthodontic Assessments for Dental Panoramic Radiographs

Wu, C. H., Tsai, W. H., Chen, Y. H., Liu, J-K. & Sun, Y-N., 2018 Mar 1, In : IEEE Journal of Biomedical and Health Informatics. 22, 2, p. 545-551 7 p.

Research output: Contribution to journalArticle

Orthodontics
Tooth
Dentists
Weights and Measures
Therapeutics

Vertebrae segmentation from X-ray images using convolutional neural network

Fu, M. J., Lin, C-J., Sun, Y-N., Kuok, C. P. & Horng, M. H., 2018 Sep 22, IHIP 2018 - 2018 International Conference on Information Hiding and Image Processing. Association for Computing Machinery, p. 57-61 5 p. (ACM International Conference Proceeding Series).

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

Neural networks
X rays
Dosimetry
Image processing
Costs
2017
1 Citation (Scopus)

A medical imaging analysis system for trigger finger using an adaptive texture-based active shape model (ATASM) in ultrasound images

Chuang, B. I., Kuo, L-C., Yang, T-H., Su, F., Jou, I. M., Lin, W. & Sun, Y-N., 2017 Oct 1, In : PloS one. 12, 10, e0187042.

Research output: Contribution to journalArticle

Tendons
Medical imaging
Diagnostic Imaging
tendons
Fingers
3 Citations (Scopus)

Characteristics of Sonography in a Rat Achilles Tendinopathy Model: Possible Non-invasive Predictors of Biomechanics

Lee, S. Y., Chieh, H. F., Lin, C. J., Jou, I. M., Sun, Y-N., Kuo, L-C., Wu, P-T. & Su, F., 2017 Dec 1, In : Scientific reports. 7, 1, 5100.

Research output: Contribution to journalArticle

Tendinopathy
Biomechanical Phenomena
Tendons
Ultrasonography
Achilles Tendon
6 Citations (Scopus)

Dielectrophoresis System for Testing Antimicrobial Susceptibility of Gram-Negative Bacteria to β-Lactam Antibiotics

Su, I. H., Ko, W-C., Shih, C. H., Yeh, F. H., Sun, Y-N., Chen, J. C., Chen, P-L. & Chang, H-C., 2017 Apr 18, In : Analytical Chemistry. 89, 8, p. 4635-4641 7 p.

Research output: Contribution to journalArticle

Lactams
Electrophoresis
Bacteria
Anti-Bacterial Agents
Testing
2 Citations (Scopus)

Tendon-motion tracking in an ultrasound image sequence using optical-flow-based block matching

Chuang, B. I., Hsu, J. H., Kuo, L-C., Jou, I. M., Su, F. & Sun, Y-N., 2017 Apr 20, In : Biomedical engineering online. 16, 1, 47.

Research output: Contribution to journalArticle

Optical flows
Tendons
Ultrasonics
Speckle
Imaging techniques
2016
3 Citations (Scopus)

Identification of the Position and Thickness of the First Annular Pulley in Sonographic Images

Yang, T-H., Lin, Y. H., Chuang, B. I., Chen, H. C., Lin, W. J., Yang, D. S., Wang, S-H., Sun, Y-N., Jou, I. M., Kuo, L-C. & Su, F., 2016 May 1, In : Ultrasound in Medicine and Biology. 42, 5, p. 1075-1083 9 p.

Research output: Contribution to journalArticle

pulleys
Ultrasonography
scanners
Research
Synovial Fluid
2015

Adaptive segmentation of nuclei in H&E stained tendon microscopy

Chuang, B. I., Wu, P-T., Hsu, J. H., Jou, I. M., Su, F. & Sun, Y-N., 2015 Jan 1, Seventh International Conference on Graphic and Image Processing, ICGIP 2015. Jiang, X., Jiang, X., Wang, Y., Jiang, X., Wang, Y., Jiang, X., Wang, Y. & Wang, Y. (eds.). SPIE, 98170L. (Proceedings of SPIE - The International Society for Optical Engineering; vol. 9817).

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

tendons
Tendons
Microscopy
Nucleus
Microscopic examination
1 Citation (Scopus)

Automatic segmentation and classification of tendon nuclei from IHC stained images

Kuok, C. P., Wu, P-T., Jou, I. M., Su, F. & Sun, Y-N., 2015 Jan 1, Seventh International Conference on Graphic and Image Processing, ICGIP 2015. Jiang, X., Jiang, X., Wang, Y., Jiang, X., Wang, Y., Jiang, X., Wang, Y. & Wang, Y. (eds.). SPIE, 98170J. (Proceedings of SPIE - The International Society for Optical Engineering; vol. 9817).

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

tendons
Tendons
Nucleus
Microscopic examination
Segmentation
3 Citations (Scopus)

Effects of different extents of pulley release on tendon excursion efficiency and tendon moment arms

Lu, S. C., Yang, T-H., Kuo, L-C., Jou, I. M., Sun, Y-N. & Su, F., 2015 Feb 1, In : Journal of Orthopaedic Research. 33, 2, p. 224-228 5 p.

Research output: Contribution to journalArticle

Tenotomy
Tendons
Metacarpophalangeal Joint
varespladib methyl
Fingers
1 Citation (Scopus)
Articular Range of Motion
Fingers
Rehabilitation
Joints
Control Groups
1 Citation (Scopus)

Model-based tooth segmentation from dental panoramic radiographs

Wu, C. H., Liu, J-K., Tsai, W. H., Chen, Y. H. & Sun, Y-N., 2015 Jan 1, Intelligent Systems and Applications - Proceedings of the International Computer Symposium, ICS 2014. Chu, W. C-C., Yang, S. J-H. & Chao, H-C. (eds.). IOS Press, p. 1223-1228 6 p. (Frontiers in Artificial Intelligence and Applications; vol. 274).

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

Inspection
Planning
Chemical analysis
2014
9 Citations (Scopus)

A joint-constraint model-based system for reconstructing total knee motion

Chen, H. C., Wu, C. H., Wang, C-K., Lin, C-J. & Sun, Y-N., 2014 Jan 1, In : IEEE Transactions on Biomedical Engineering. 61, 1, p. 171-181 11 p., 6581861.

Research output: Contribution to journalArticle

Bone
Animals
Animation
Interpolation
Geometry
3 Citations (Scopus)

Clinical and pathological correlates of severity classifications in trigger fingers based on computer-aided image analysis

Yang, T-H., Chen, H. C., Liu, Y. C., Shih, H. H., Kuo, L-C., Cha, S., Yang, H. B., Yang, D. S., Jou, I. M., Sun, Y-N. & Su, F., 2014 Jul 23, In : Biomedical engineering online. 13, 1, 100.

Research output: Contribution to journalArticle

Image analysis
Fingers
Tissue
Analysis of variance (ANOVA)
Analysis of Variance
2 Citations (Scopus)

In vivo analysis of trapeziometacarpal joint arthrokinematics during multi-directional thumb motions

Su, F., Lin, C. J., Wang, C-K., Chen, G. P., Sun, Y-N., Chuang, A. K. & Kuo, L-C., 2014 Nov 1, In : Clinical Biomechanics. 29, 9, p. 1009-1015 7 p.

Research output: Contribution to journalArticle

Thumb
Joints
Metacarpal Bones
Posture
Osteoarthritis
3 Citations (Scopus)

Model-based tendon segmentation from ultrasound images

Chuang, B. I., Sun, Y-N., Yang, T-H., Su, F., Kuo, L-C. & Jou, I. M., 2014 Dec 2, Proceedings - 2014 40th Annual Northeast Bioengineering Conference, NEBEC 2014. Institute of Electrical and Electronics Engineers Inc., 6972757. (Proceedings of the IEEE Annual Northeast Bioengineering Conference, NEBEC; vol. 2014-December).

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

Tendons
Ultrasonics
Textures
Orthopedics
Image quality

Virtual hand modeling for ultrasound-guided percutaneous surgical simulator

Chen, H. C., Yang, T-H., Chen, C. K., Chu, M. T., Jou, I. M., Su, F. & Sun, Y-N., 2014 Feb 10, 2014 IEEE Healthcare Innovation Conference, HIC 2014. Institute of Electrical and Electronics Engineers Inc., p. 263-266 4 p. 7038925. (2014 IEEE Healthcare Innovation Conference, HIC 2014).

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

Magnetic resonance
Hand
Simulators
Ultrasonics
Surgery
2013
6 Citations (Scopus)

A knowledge-based approach for carpal tunnel segmentation from magnetic resonance images

Chen, H. C., Wang, Y. Y., Lin, C. H., Wang, C-K., Jou, I. M., Su, F. & Sun, Y-N., 2013 Jun 1, In : Journal of Digital Imaging. 26, 3, p. 510-520 11 p.

Research output: Contribution to journalArticle

Magnetic resonance
Wrist
Tunnels
Magnetic Resonance Spectroscopy
Carpal Tunnel Syndrome
Kinematics
Skin
Patient rehabilitation
Bone
Cameras
6 Citations (Scopus)

Automatic and quantitative measurement of collagen gel contraction using model-guided segmentation

Chen, H. C., Yang, T-H., Thoreson, A. R., Zhao, C., Amadio, P. C., Sun, Y-N., Su, F. & An, K. N., 2013 Jan 1, In : Measurement Science and Technology. 24, 8, 085702.

Research output: Contribution to journalArticle

Collagen
collagens
contraction
Contraction
Gels
3 Citations (Scopus)

Computer aided quantification of pathological features for flexor tendon pulleys on microscopic images

Liu, Y. C., Chen, H. C., Shih, H. H., Yang, T-H., Yang, H. B., Yang, D. S., Su, F. & Sun, Y-N., 2013 Jul 1, In : Computational and Mathematical Methods in Medicine. 2013, 914124.

Research output: Contribution to journalArticle

Pulleys
Tendons
Quantification
Color
Grading

HAND REHABILITATION DEVICE BACKGROUND OF THE INVENTION

Ju, M-S., Sun, Y-N., Shieh, M-D. & Lin, C-C., 2013 Jan 10, Patent No. 9345634

Research output: Patent

Patents and inventions
Patient rehabilitation
Actuators
18 Citations (Scopus)

Model-based measurement of food portion size for image-based dietary assessment using 3D/2D registration

Chen, H. C., Jia, W., Yue, Y., Li, Z., Sun, Y-N., Fernstrom, J. D. & Sun, M., 2013 Jan 1, In : Measurement Science and Technology. 24, 10, 105701.

Research output: Contribution to journalArticle

food
Registration
Model-based
3D Model
Adaptive Thresholding
28 Citations (Scopus)

Model-based spike detection of epileptic EEG data

Liu, Y. C., Lin, C-C., Tsai, J. J. & Sun, Y-N., 2013 Sep 17, In : Sensors (Switzerland). 13, 9, p. 12536-12547 12 p.

Research output: Contribution to journalArticle

electroencephalography
Electroencephalography
spikes
Adaptive boosting
Pattern recognition

Multiresolution image analysis for automatic quantification of collagen gel contraction

Chen, H. C., Yang, T-H., Thoreson, A. R., Zhao, C., Amadio, P. C., Su, F., Jia, W., Sun, Y-N., An, K. N. & Sun, M., 2013 Nov 8, Proceedings - 39th Annual Northeast Bioengineering Conference, NEBEC 2013. p. 64-65 2 p. 6574359. (Proceedings of the IEEE Annual Northeast Bioengineering Conference, NEBEC).

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

Collagen
Image analysis
Gels
Biocompatible Materials
Tissue engineering

Muscular motion estimation from 4-D ultrasound image using Kalman filter and rotation-invariant feature descriptor

Tsai, C. H., Chen, H. C., Sun, Y-N., Su, F. & Kuo, L-C., 2013, 2013 3rd International Conference on Innovative Computing Technology, INTECH 2013. p. 29-34 6 p. 6653723

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

Motion estimation
Kalman filters
Ultrasonics
Speckle
Acoustic noise
5 Citations (Scopus)

Quantifying catch-and-release: The extensor tendon force needed to overcome the catching flexors in trigger fingers

Lu, S. C., Kuo, L. C., Jou, I. M., Wu, C. C., Tung, W. L., Sun, Y. N. & Su, F. C., 2013 Jul 1, In : Journal of Orthopaedic Research. 31, 7, p. 1130-1135 6 p.

Research output: Contribution to journalArticle

Tendons
Fingers
Metacarpophalangeal Joint
Least-Squares Analysis
Biomechanical Phenomena
8 Citations (Scopus)

Using three-dimensional multigrid-based snake and multiresolution image registration for reconstruction of cranial defect

Liao, Y. L., Lu, C. F., Wu, C. T., Lee, J. D., Lee, S. T., Sun, Y-N. & Wu, Y. T., 2013 Feb 1, In : Medical and Biological Engineering and Computing. 51, 1-2, p. 89-101 13 p.

Research output: Contribution to journalArticle

Image registration
Defects
Trimming
Repair
Computational efficiency

一种手部复健装置

Ju, M-S., Sun, Y-N. & Shieh, M-D., 2013 Apr 3, Patent No. ZL 2012 1 0369597.8

Research output: Patent

2012
17 Citations (Scopus)

3D/2D model-to-image registration for quantitative dietary assessment

Chen, H. C., Jia, W., Li, Z., Sun, Y-N. & Sun, M., 2012 Jun 29, 2012 38th Annual Northeast Bioengineering Conference, NEBEC 2012. p. 95-96 2 p. 6206979. (2012 38th Annual Northeast Bioengineering Conference, NEBEC 2012).

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

Image registration
Nutrition
Health
Monitoring
3 Citations (Scopus)

A CT-ultrasound-coregistered augmented reality enhanced image-guided surgery system and its preliminary study on brain-shift estimation

Huang, H., Hsieh, H., Lee, D., Huang, C., Lee, T., Wu, T., Sun, Y-N. & Wu, T., 2012 Aug 1, In : Journal of Instrumentation. 7, 8, P08016.

Research output: Contribution to journalArticle

Augmented reality
Augmented Reality
Ultrasound
Ultrasound Image
surgery
5 Citations (Scopus)

A new automatic algorithm to extract craniofacial measurements from fetal three-dimensional volumes

Tsai, P., Chen, H. C., Huang, H. H., Chang, C-H., Fan, P. S., Huang, C. I., Cheng, Y. C., Chang, F. M. & Sun, Y-N., 2012 Jun 1, In : Ultrasound in Obstetrics and Gynecology. 39, 6, p. 642-647 6 p.

Research output: Contribution to journalArticle

Fetus
Second Pregnancy Trimester

Color correction with hue-determined compensation for illumination changing

Chang, C. W. & Sun, Y-N., 2012 Jan 1, In : Journal of Electronic Imaging. 21, 2, 023001.

Research output: Contribution to journalArticle

Lighting
illumination
Color
color
Compensation and Redress

Quantitative measurement for pathological change of pulley tissue from microscopic images via color-based segmentation

Liu, Y. C., Shih, H. H., Yang, T-H., Yang, H. B., Yang, D. S. & Sun, Y-N., 2012 Mar 27, Intelligent Information and Database Systems - 4th Asian Conference, ACIIDS 2012, Proceedings. PART 3 ed. p. 476-485 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 7198 LNAI, no. PART 3).

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

Pulleys
Color Image
Nucleus
Segmentation
Tissue

Quantitative measurement of nerve cells and myelin sheaths from microscopic images via two-staged segmentation

Liu, Y. C., Chen, C. K., Chen, H. C., Hong, S. H., Yang, C. C., Jou, I. M. & Sun, Y. N., 2012 Mar 27, Intelligent Information and Database Systems - 4th Asian Conference, ACIIDS 2012, Proceedings. PART 3 ed. p. 486-494 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 7198 LNAI, no. PART 3).

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

Nerve
Neurons
Segmentation
Cell
Active Contour Model
9 Citations (Scopus)

Registration-Based Segmentation of Three-Dimensional Ultrasound Images for Quantitative Measurement of Fetal Craniofacial Structure

Chen, H. C., Tsai, P. Y., Huang, H. H., Shih, H. H., Wang, Y. Y., Chang, C. H. & Sun, Y. N., 2012 May 1, In : Ultrasound in Medicine and Biology. 38, 5, p. 811-823 13 p.

Research output: Contribution to journalArticle

Three-Dimensional Imaging
Fetus
Head
Snakes
orbitals
9 Citations (Scopus)

Segmentation of nerve fibers using multi-level gradient watershed and fuzzy systems

Wang, Y. Y., Sun, Y-N., Lin, C-C. & Ju, M-S., 2012 Mar 1, In : Artificial Intelligence in Medicine. 54, 3, p. 189-200 12 p.

Research output: Contribution to journalArticle

Myelinated Nerve Fibers
Fuzzy systems
Watersheds
Nerve Fibers
Fibers
3 Citations (Scopus)

True color blood flow imaging using a high-speed laser photography system

Liu, C-S., Lin, C. H., Sun, Y-N., Ho, C-L. & Hsu, C. C., 2012 Oct 1, In : Optical Engineering. 51, 10, 103201.

Research output: Contribution to journalArticle

photography
Photography
blood flow
Blood
high speed
2011
5 Citations (Scopus)

A coarse-to-fine auto-focusing algorithm for microscopic image

Liu, Y. C., Hsu, F. Y., Chen, H. C., Sun, Y-N. & Wang, Y. Y., 2011, Proceedings 2011 International Conference on System Science and Engineering, ICSSE 2011. p. 416-419 4 p. 5961939

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

Image resolution
Microscopes
Polynomials
1 Citation (Scopus)

A computer vision system for automated container code recognition

Chen, H. C., Chen, C. K., Hsu, F. Y., Lin, Y. S., Wu, Y. T. & Sun, Y. N., 2011 Jul 26, IMECS 2011 - International MultiConference of Engineers and Computer Scientists 2011. p. 470-474 5 p. (IMECS 2011 - International MultiConference of Engineers and Computer Scientists 2011; vol. 1).

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

Computer vision
Containers
Principal component analysis
Inspection
Geometry
5 Citations (Scopus)

A hybrid strategy to integrate surface-based and mutual-information-based methods for co-registering brain SPECT and MR images

Liao, Y. L., Sun, Y-N., Guo, W. Y., Chou, Y. H., Hsieh, J. C. & Wu, Y. T., 2011 Jun 1, In : Medical and Biological Engineering and Computing. 49, 6, p. 671-685 15 p.

Research output: Contribution to journalArticle

Brain
Tuning
Computer simulation
Experiments
4 Citations (Scopus)

A new framework for segmentation of flexor tendons within carpal tunnel from magnetic resonance images

Wang, Y. Y., Chen, H. C., Lin, C. H., Wang, C-K., Jou, I. M. & Sun, Y-N., 2011 Mar 1, In : Journal of Medical Imaging and Health Informatics. 1, 1, p. 72-78 7 p.

Research output: Contribution to journalArticle

Wrist
Tendons
Magnetic Resonance Spectroscopy
Carpal Tunnel Syndrome
Snakes

Automatic inspection system for billet

Chuang, B. I., Hsu, W. C., Chen, C. M., Hor, C. Y. & Sun, Y-N., 2011, 2011 IEEE International Conference on Signal and Image Processing Applications, ICSIPA 2011. p. 58-62 5 p. 6144096

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

Classifiers
Inspection
Defects
Feature extraction
Tabu search