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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

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

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
1 Citation (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