Publication

學術期刊發表 Journal Papers

2020

    • Horng, M. H., Yang, C. W., Sun, Y. N., & Yang, T. H. (2020, February). "A CNN-based Segmentation of Carpal Tunnel by Using Magnetic Resonance Images." In BASIC & CLINICAL PHARMACOLOGY & TOXICOLOGY (Vol. 126, pp. 12-12). 111 RIVER ST, HOBOKEN 07030-5774, NJ USA: WILEY. (published)
    • Ming-Huwi Horng, Jian-Ying Cheng, Yu-Lun Hung, Yu-Cheng Hung, Yung-Nien Sun and Pongpon Nilaphruek, "Parameter Optimization of Kernel Extreme Learning Machine Using Artificial Bee Colony Algorithm and Its Application for Disease Classification", International Journal of Bioscience, Biochemistry and Bioinformatics (IJBBB) . (published)
    • Horng, M. H., Yang, C. W., Sun, Y. N., & Yang, T. H. (2020). "DeepNerve: A New Convolutional Neural Network for the Localization and Segmentation of the Median Nerve in Ultrasound Image Sequences. " Ultrasound in Medicine & Biology. (published)
    • Kuok, C. P., Yang, T. H., Tsai, B. S., Jou, I. M., Horng, M. H., Su, F. C., & Sun, Y. N. (2020). "Segmentation of finger tendon and synovial sheath in ultrasound image using deep convolutional neural network." Biomedical engineering online, 19, 1-25. (published)

2019

    • Lin, C. C. K., Lee, K. J., Huang, C. H., & Sun, Y. N. (2019). "Cerebral control of winking before and after learning: An event‐related fMRI study." Brain and Behavior, 9(12), e01483. (published)
    • Ming-Huwi Horng, Chan-Pang Kuok, Min-Jun Fu, Chii-Jen Lin, Yung-Nien Sun, “Cobb Angle Measurement of Spine from X-ray Images Using Convolutional Neural Network”, Computational and Mathematical Methods in Medicine, 2019. (published)
    • C.P. Kuok, M.H. Horng, Y.M. Liao, N.H. Chow, Y.N. Sun*, “An effective and accurate identification system of Mycobacterium tuberculosis using convolution neural networks”, Microscopy Research and Technique. (published)

2018

    • C.H. Wu, W. H. Tsai, Y.H. Chen, J.K. Liu, Y.N. Sun*, “Model-Based Orthodontic Assessments for Dental Panoramic Radiographs”, IEEE Journal of Biomedical and Health Informatics , Vol. 22, No. 2, pp. 545-551, Mar. 2018. [paper]

2017

    • S.Y. Lee, H.F. Chieh, C.J. Lin, I M. Jou, Y.N. Sun, L.C. Kuo, P.T. Wu, and F.C. Su*, “Characteristics of Sonography in a Rat Achilles Tendinopathy Model: Possible Non-invasive Predictors of Biomechanics”, Scientific Reports, Sci Rep.2017:7:5100. (SCI, IF=4.259, 10/64 multidisciplinary sciences)
    • B.I Chuang, L.C. Kuo, T.H. Yang, F.C. Su, I M. Jou, W.J. Lin, Y.N. Sun*, “A medical imaging analysis system for trigger finger using an adaptive texture-based active shape model (ATASM) in ultrasound images”, Plos One 12(10): e0187042, Oct. 27, 2017. (SCI, IF=2.806, 15/64 multidisciplinary sciences)
    • I H. Su, W.C. Ko, C.H. Shih, F.H. Yeh, Y.N. Sun, J.C. Chen, P.L. Chen, H.C. Chang, “Dielectrophoresis System for Testing Antimicrobial Susceptibility of Gram-Negative Bacteria to β‑Lactam Antibiotics”, Analytical Chemistry, Vol. 89, Issue 8, pp. 4635-4641, Apr. 2017. (SCI, IF=6.320, 4/76 chemistry, analytical)
    • B.I Chuang, J.H. Hsu, L.C. Kuo, I M. Jou, F.C. Su, Y.N. Sun*, “Tendon-motion tracking in an ultrasound image sequence using optical-flow-based block matching”, Biomedical Engineering Online, Vol. 16, No. 47, pp. 1-19, Apr. 2017. (SCI, IF=1.683, 49/77 engineering, biomedical)

2016

    • T.H. Yang, Y.H. Lin, B.I Chuang, H.C. Chen, W.J. Lin, D.S. Yang, S.H. Wang, Y.N. Sun, I M. Jou, L.C. Kuo, F.C. Su, “Identification of the Position and Thickness of the First Annular Pulley in Sonographic Images”, Ultrasound in Medicine & Biology, Vol. 42, No. 5, pp. 1075-1083, May 2016. (SCI, IF=2.494, 6/31 acoustic)

2015

    • S.C. Lu, T.H. Yang, L.C. Kuo, I.M. Jou, Y.N. Sun, and F.C. Su*, “Effects of different extents of pulley release on tendon excursion efficiency and tendon moment arms”, Journal of Orthopaedic Research, Vol. 33, No. 2, pp. 224-228, Feb. 2015. (SCI, IF=2.692, 16/76 orthopedics) [paper]
    • S.C. Lu, L.C. Kuo, H.Y. Hsu, I.M. Jou, Y.N. Sun, and F.C. Su*, “Finger Movement Function After Ultrasound-Guided Percutaneous Pulley Release for Trigger Finger: Effects of Postoperative Rehabilitation”, Archives of physical medicine and rehabilitation, Vol. 96, No. 1, pp. 91-97, Jan. 2015. (SCI, IF=3.289, 5/65 rehabilitation) [paper]

2014

    • F.C. Su, C.J. Lin, C.K. Wang, G.P. Chen, Y.N. Sun, A. K. Chuang, and L.C. Kuo*, “In vivo analysis of trapeziometacarpal joint arthrokinematics during multi-directional thumb motions”, Clinical Biomechanics, Vol. 29, No. 9, pp. 1009-1015, Nov. 2014. (SCI, IF=1.874, 31/76 orthopedics) [paper]
    • T.H. Yang, H.C. Chen, Y.C. Liu, H.H. Shih, L.C. Kuo, S. Cha, H.B. Yang, D.S. Yang, I.M. Jou, Y.N. Sun* and F.C. Su*, “Clinical and pathological correlates of severity classifications in trigger fingers based on computer-aided image analysis”, Biomedical Engineering, Vol. 13, No. 1, pp. 100, Jul. 2014. (SCI, IF=1.683, 49/77 engineering, biomedical)
    • H.C. Chen, C.H. Wu, C.J. Lin, C.K. Wang, and Y.N. Sun*, “A joint-constraint model-based system for reconstructing total knee motion”, IEEE Trans. on Biomedical Engineering, Vol. 61, No.1, pp. 171-181, Jan. 2014. (SCI, IF=3.577, 12/77 engineering, biomedical)

2013

    • H.C. Chen, Y.Y. Wang, C.C. K. Lin, and Y.N. Sun*, “Nerve Fiber Segmentation from Microscopic Cross Sections Based on Spatially Constrained Registration Strategy”, International Journal of Computer, Consumer & Control (IJ3C), Vol. 2, No.4, Nov. 2013. (EI)
    • H.C. Chen, W.Y. Jia, Z.X. Li, Y.F. Yue, Y.N. Sun, and M.G. Sun, “Model-based measurement of food portion size for image-based dietary assessment using 3D/2D registration”, Measurement Science & Technology, Vol. 24, pp. 105701 (11 pp), Oct. 2013. (SCI, IF=1.492, 26/85 engineering, multidisciplinary)
    • P.Y. Tsai, Y.N. Sun*, P.S. Fan, C.H. Chang, “An automatic algorithm to extract first trimester fetal head and trunk structures from 3D volumes”, Ultrasound in Obstetrics & Gynecology, Vol. 42, Issue s1, pp. 154-155, Oct. 2013. (SCI, IF=4.254, 3/32 acoustics)
    • Y.C. Liu, C.C. K. Lin, J.J. Tsai, and Y.N. Sun*, “Model-based Spike Detection of Epileptic EEG Data”, Sensors, Vol. 13, No. 9, pp. 12536-12547, Sep. 2013. (SCI, IF=2.245, 10/56 instruments & instrumentation)
    • C.W. Chang, L.C. Kuo, I.M. Jou, F.C. Su, and Y.N. Sun*, “Artifact-reduced kinematics measurement using a geometric finger model with mixture-prior particle filtering”, Computer Methods in Biomechanics and Biomedical Engineering, Vol. 16, Issue 8, pp. 861-872, Aug. 2013. (SCI, IF=1.850, 39/104 computer science, interdis. applic)
    • H.C. Chen, T.H. Yang, A.R. Thoreson, C. Zhao, P.C. Amadio, Y.N. Sun, F.C. Su, and K.N. An, “Automatic and quantitative measurement of collagen gel contraction using model-guided segmentation”, Measurement Science & Technology, Vol. 24, pp. 085702 (12 pp), Aug. 2013. (SCI, IF=1.492, 26/85 engineering, multidisciplinary)
    • Y.C. Liu, H.C. Chen, H.H. Shih, T.H. Yang, H.B. Yang, D.S. Yang, F.C. Su, and Y.N. Sun*, “Computer aided quantification of pathological features for flexor tendon pulleys on microscopic images”, Computational and Mathematical Methods in Medicine, Vol. 2013, pp. 1– 9, 2013. NSC 100-2627-B-006-008 (SCI, IF=0.887, 42/56 mathematical & computational biology)
    • S.C. Lu, L.C. Kuo, I.M. Jou, C.C. Wu, W.L. Yung, Y.N. Sun, F.C. Su, “Quantifying Catch-and-Release: The Extensor Tendon Force Needed to Overcome the Catching Flexors in Trigger Fingers”, Journal of Orthopaedic Research, Vol. 31, No. 7, pp.1130-1135, Jul. 2013. NSC 100-2627-B-006-017 (SCI, IF=2.807, 9/74 orthopedics)
    • H.C. Chen, Y.Y. Wang, C.H. Lin, C.K. Wang, I.M. Jou, F.C. Su, Y.N. Sun*, “A knowledge-based approach for carpal tunnel segmentation from magnetic resonance images”, Journal of Digital Imaging, Vol. 26, No. 3, pp. 510-520, Jun. 2013. NSC 99-2627-B-006-010 (SCI, IF=1.406, 91/124 radiology, nuclear medicine & medical imaging)
    • Y.L. Liao, C.F. Lu, C.T. Wu, J.D. Lee, S.T. Lee, Y.N. Sun* , Y.T. Wu, “Using three-dimensional multigrid-based snake and multiresolution image registration for reconstruction of cranial defect”, Medical & Biological Engineering & Computing, Vol. 51, No. 1-2, pp. 89-101, Feb. 2013. NSC 100-2221-E-010-009 (SCI, IF=1.797, 40/104 computer science, interdisciplinary applications) [paper]

2012

    • C.S. Liu, C.H. Lin, Y.N. Sun, C.L. Ho, C.C. Hsu, “True color blood flow imaging using a high-speed laser photography system”, Optical Engineering, Vol. 51, No10, pp.103201, Oct. 01, 2012. NSC 100-2218-E-194-008 (SCI, IF=0.954, 63/86 optics)
    • Y.C. Liu, H.H. Shih, T.H. Yang, H.B. Yang, D.S. Yang, and Y.N. Sun*, “Quantitative Measurement for Pathological Change of Pulley Tissue from Microscopic Images via Color-Based Segmentation”, Lecture Notes in Artificial Intelligence, Vol. 7198 , pp. 476-485, 2012. (EI)
    • Y.C. Liu, C.K. Chen, H.C. Chen, S.H. Hong, C.C Yang, I.M. Jou, and Y.N. Sun*, “Quantitative Measurement of Nerve Cells and Myelin Sheaths from Microscopic Images via Two-Staged Segmentation”, Lecture Notes in Artificial Intelligence, Vol. 7198 , pp. 486-494, 2012. (EI)
    • C.H. Huang, C.H Hsieh, J.D. Lee*, W.C. Huang, S.T. Lee, C.T. Wu, Y.N. Sun and Y.T. Wu, “A CT-ultrasound coregistered augmented reality enhanced image guided surgery system and its preliminary study on brain-shift estimation, Journal of Instrumentation”, Journal of Instrumentation, Vol. 7, No. 8, pp. 08016, Aug. 2012. (SCI, IF=1.399, 26/56 instruments & instrumentation)
    • P.Y. Tsai, H.C. Chen, H.H. Huang, C.H. Chang, P.S. Fan, C.I. Huang, Y.C. Cheng, F.M. Chang, and Y.N. Sun*, “A new automatic algorithm to extract cranio-facial measurements from fetal 3D Volumes”, Ultrasound in Obstetrics & Gynecology, Vol. 39, No. 6, pp. 642-647, Jun. 2012. NSC 100-2314-B- 006-013-MY3 (SCI, IF=3.557, 2/31 acoustics)
    • C.W. Chang, Y.N. Sun*, “Color correction with hue-determined compensation for illumination changing”, Journal Electronic Imaging, Vol. 21, No. 2, pp.023001-1~023001-12, Apr.-Jun. 2012. NSC 98-2221-E-006-140-MY3 (SCI, IF=1.061, 127/243 engineering, electrical & electronic)
    • H.C. Chen, P.Y. Tsai, H.H. Huang, H.H. Shih, Y.Y. Wang, C.H. Chang, and Y.N. Sun*, “Registration-based segmentation from three-dimensional ultrasound image for quantitative measurement of fetal craniofacial structure”, Ultrasound in Medicine & Biology, Vol. 38, No. 5, pp. 811-823, May 2012. NSC 98-2221- E-006-140-MY3 (SCI, IF=2.455, 4/31 acoustics)
    • Y.Y. Wang, Y.N. Sun*, C.C.K. Lin, and M.S. Ju, “Segmentation of nerve fibers using multi-level gradient watershed and fuzzy systems”, Artificial Intelligence in Medicine, Vol. 54, No. 3, pp. 189-200, Mar. 2012. NSC 96-2221-E-006-247 (SCI, IF=1.355, 50/115 computer science, artificial intelligence)

2011

    • W.Y. Hsu*, C.Y. Lin and W.F. Kuo, M. Liou, Y.N. Sun, and C.H. Tsai, “Unsupervised Fuzzy C-Means Clustering for Motor Imagery EEG Recognition”, Intern. Journal of Innovative Computing, Information & Control, Vol. 7, No. 8, pp. 4965-4976, Aug. 2011. (SCI, IF=1.667, 16/60 automation & control systems)
    • C.I. Huang, Y.N. Sun*, and W.J. Yao, “Functional evaluation using multistep registration with standard magnetic resonance and ADAM brain images”, Nuclear Medicine Communications, Vol. 32, No. 7, pp. 635-640, Jul. 2011. (SCI, IF=1.379, 74/120 radiology, nuclear medicine & medical imaging) [paper]
    • Y.L. Liao, Y.N. Sun, W.Y. Guo, Y.H. Chou, J.C. Hsieh, and Y.T. Wu*, “A hybrid strategy to integrate surface-based and mutual-information-based methods for co-registering brain SPECT and MR images”, Medical & Biological Engineering & Computing, Vol. 49, No. 6, pp. 671-685, Jun. 2011. (SCI, IF=1.790, 29/99 computer science, interdisciplinary applications)
    • Y.Y. Wang, H.C. Chen, C.H. Lin, C.K. Wang, I.M. Jou, and Y.N. Sun*, “A new framework for segmentation of flexor tendons within carpal tunnel from magnetic resonance images”, Journal of Medical Imaging & Health Informatics, Vol. 1, No. 1, pp. 72–78, Mar. 2011. (SCI, IF=0.642, 107/120 radiology, nuclear medicine & medical imaging)
    • Y.L. Liao, C.F. Lu, and Y.N. Sun*, “Three-dimensional reconstruction of cranial defect using active contour model and image registration”, Medical & Biological Engineering & Computing, Vol. 49, No. 2, pp. 203-211, Feb. 2011. (SCI, IF=1.790, 29/99 computer science, interdisciplinary applications)

2010

    • C.C.K. Lin, Y.N. Sun, C.I. Huang, C.Y. Yu, and M.S. Ju, “Cortical Activation by Tactile Stimulation to Face and Anterior Neck Areas: An fMRI Study with Three Analytic Methods”, Human Brain Mapping, Vol. 31, pp. 1876-1885, Dec. 2010. NSC 95-2314-B-006-064 (SCI, IF=6.878, 1/120 radiology, nuclear medicine & medical imaging)
    • H.C. Chen, C.J. Lin, C.H. Wu, C.K. Wang, and Y.N. Sun*, “Automatic Insall-Salvati Ratio Measurement on Lateral Knee X-ray Images Using Model-Guided Landmark Localization”, Physics in Medicine and Biology, Vol.55, No. 22, pp. 6785-6800, Nov. 2010. NSC 97-2221-E-006-158-MY2 (SCI, IF=2.701, 19/79 engineering, biomedical)
    • C.C. Chen, W.Y. Hsu, S.H. Chiu, and Y.N. Sun, “An Efficient Algorithm for Point Set Registration Using Analytic Differential Approach”, IEICE Trans. on Information and Systems, Vol. E93D, No. 11, pp. 3100-3107, Nov. 2010. (SCI, EI, IF=0.218, 100/105 computer science, software engineering)
    • C.I Huang, W.J. Yao, and Y.N. Sun*, “New Methods for Registering Long-Time I-123 ADAM SPECT Image Sequences to Magnetic Resonance Images”, Nuclear Medicine Communications, Vol. 31, No. 8, pp. 734-740, Aug. 2010. (SCI, IF=1.379, 74/120 radiology, nuclear medicine & medical imaging)
    • W.L. Tung, L.C. Kuo, K.Y. Lai, I.M. Jou, Y.N. Sun, and F.C. Su, “Quantitative evidence of kinematics and functional differences in different graded trigger fingers”, Clinical Biomechanics, Vol. 25, No. 6, pp. 535-540, Jul. 2010. NSC 95-2221-E-006-242-MY3 (SCI, IF=1.88, 27/67 orthopedics)
    • H.C. Chen, I.M. Jou, C.K. Wang, F.C. Su, and Y.N. Sun*, “Registration-based segmentation with articulated model from multi-postural magnetic resonance images for hand bone motion animation”, Medical Physics, Vol. 37, No. 6, pp. 2670-2682, Jun. 2010. NSC 97-2221-E-006-158-MY2 (SCI, IF=2.911, 27/120 radiology, nuclear medicine & medical imaging)
    • C.H. Lin, Y.N. Sun*, and M.C.J. Lin, “A Motion Compounding Technique for Speckle Reduction in Ultrasound Images”, Journal of Digital Imaging, Vol. 23, No. 3, pp. 246-257, Jun. 2010. NSC 91-2213-E-006-060 (SCI, IF=1.1, 93/120 radiology, nuclear medicine & medical imaging)
    • T.L. Weng, Y.Y. Wang, Z.Y. Ho, and Y.N. Sun*, “Weather-adaptive flying target detection and tracking from infrared video sequences”, Expert Systems with Applications, Vol. 37, No. 2, pp. 1666-1675, Mar. 2010. NSC 95-2623-7-006-007-D (SCI, IF=1.854, 56/242 engineering, electrical & electronic).
    • W.F. Kuo, and Y.N.Sun, “Watershed Segmentation with automatic altitude selection and Region Merging Based on the Markov Random Field Model”, Intern. Journal of Pattern Recognition & Artificial Intelligence, Vol. 24, No. 1, pp. 153-171, Feb. 2010. NSC 95-2221-E-006-213 (SCI, IF=0.562, 94/114 computer science, artificial intelligence)
    • Y.N. Sun*, Y.Y. Wang, S.C. Chang, L.W. Wu, and S.T. Tsai, “Color-Based Tumor Tissue Segmentation for the Automated Estimation of Oral Cancer Parameters”, Microscopy Research & Techniques, Vol. 73, Issue 1, pp. 5-13, Jan. 2010. NSC 94-2614-E-006-075 (SCI, IF=1.593, 10/20 anatomy & morphology)

2009

    • Y.N. Sun*, C.H. Lin, C.C. Kuo, C.L. Ho, and M. C.J. Lin, “Live cell tracking based on cellular state recognition from microscopic images”, Journal of Microscopy-Oxford, Vol. 235, No. 1, pp 94-105, 2009. (SCI)
    • W.F. Kuo, and Y.N. Sun*, “Watershed Segmentation with automatic altitude selection and Region Merging Based on the Markov Random Field Model”, Journal of Pattern Recognition and Artificial Intelligence, 2009. (SCI)
    • W.Y. Hsu and Y.N. Sun*, “EEG-based Motor Imagery Analysis Using Weighted Wavelet Transform Features”, Journal of Neuroscience Methods, Vol. 176, No. 2, pp 310-318, Jan 2009. NSC95-222-EO06-213 (SCI)

2008

    • C.H. Lin, Y.N. Sun*, and C.J. Lin, “A Motion Compounding Technique for Speckle Reduction in Ultrasound Images”, Journal of Digital Imaging, 2008. (SCI)
    • W.F. Kuo*, C.Y. Lin, and Y.N. Sun, “Region similarity relationship between watershed and penalized fuzzy hopfield neural network algorithms for brain image segmentation”, International Journal of Pattern Recognition and Artificial Intelligence, Vol.22, No.7, pp1403-1425, Nov 2008. NSC-95-2221-E-167-002 (SCI)
    • C.I. Huang, Y.P. Huang, C.C. Lin, Y.N. Sun*, “Using Independent Component Analysis to Detect Active Regions in Brain fMRI for Tactile Stimulation”, Journal of Medical and Biological Engineering, Vol. 28, No. 3, pp 147-154, Oct. 2008 (EI)
    • C.C. Lin, M.S. Ju*, C.W. Hsu, Y.N. Sun, “Applying stochastic resonance to magnify μ and β wave suppression”, Computers in Biology and Medicine, Vol.38, No.10, pp. 1068-1075, Oct. 2008. NSC 93-2213- E-006- 002 (SCI)
    • W.Y. Hsu, W.F.P. Poon, Y.N. Sun*, “Automatic seamless mosaicing of microscopic images: Enhancing appearance with color degradation compensation and wavelet-based blending”, Journal of Microscopy-Oxford, Vol.231, No. 3, pp. 408-418, Sep. 2008. NSC 95-2221- E-006- 213 (SCI)
    • S.R. Wang, Y.N. Sun*, F.M. Chang, “Artifact removal and texture-based rendering for visualization of 3D fetal ultrasound images”, Medical Biological Engineering Computing, Vol.46, No. 6, pp. 575-588, Jun. 2008. NSC 89-2213- E-006- 065 (SCI)
    • Y.N. Sun*, C.H. Wu, Z.S. Chen, and S.J. Tsai, “Model-based reconstruction of featureless objects for automated storage and transportation system”, Journal of Intelligent Manufacturing, Vol.19, No.2, pp.149-159, April 2008. (SCI)
    • S.J. Chen, K.S. Cheng, Y.T. Chen, Y.C. Dai, Y.N. Sun, K.Y. Chang, and S.N. Yu, “Quantitative correlation between sonographic textural feature and histopathological components for breast cancer: preliminary results”, Clinical Imaging, Vol.32, No.2, pp. 93-102, Mar-Apr, 2008. NSC95-2221-E -303-002 (SCI)
    • C.H. Wu, Y.N. Sun*, Y.C. Chen, and C.C. Chang, “Endoscopic feature tracking and scale-invariant estimation of soft-tissue structures”, IEICE Trans. Information and System, Vol.E91-D, No.2, pp. 351-360, Feb. 2008. NSC 93-2213- E-006- 041 (SCI, EI)

2007

    • S.R. Wang, C.L Tung, M.T. Wu and Y.N. Sun*, “Dual snake-based vessel wall detection for MSCT coronary artery analysis”, Journal of Medical and Biological Engineering, Vol.27, No.4, pp. 165-171, 2007. (EI)
    • M.D. Shieh, C.C. Cheng and Y.N. Sun, “The development of a fabric retrieval system: using a similarity modeling approach”, International Journal of Simulation and Process Modeling, Vol.3, No.4, pp. 219-228, 2007. (EI)
    • C.H. Wu, Y.N. Sun*, and C.C. Chang, “Three-Dimensional modeling from endoscopic video using geometric constraints via feature positioning”, IEEE Trans. on Biomedical Engineering, Vol. 54, No. 7, pp. 1199-1211, July, 2007 (SCI, EI) NSC93-2213-E-006-041
    • W.Y. Hsu, C.C. Lin, M. S. Ju and Y.N. Sun*, “Wavelet-based fractal features with active segment selection: Application to single-trial EEG data”, Journal of Neuroscience Methods, Vol. 163, No. 1, pp. 145-160, 15 June 2007. NSC91-2213-E-006-047, NSC92-2218-E-006-061 (SCI)

Y.N. Sun*, C.H. Lin and M. C.J. Lin, “Ultrasound motion estimation using a hierarchical feature weighting algorithm”, Computerized Medical Imaging and Graphics, Vol. 31, No. 3, pp. 178-190, April 2007. NSC91-2213-E-006-060 (SCI, EI)

2006

    • C.H. Wu and Y.N. Sun*, “Segmentation of kidney from ultrasound B-mode images with texture-based classification”, Computer Methods and Programs in Biomedicine, vol. 84, No. 2-3, pp. 114-123, Dec., 2006. NSC91-2213-E-006-059 (SCI, EI)
    • C.H. Wu, Y.T. Chen, N.T. Chiu, and Y.N. Sun*, “Fusion of Multimodality Medical Images Assisting Acute Pyelonephritis Diagnosis”, Journal of Medical and Biological Engineering, Vol. 26, No. 2, pp. 55-60, 2006. NSC92-2218-E-006-061 (EI)

2005

    • Y.L. Liao and Y.N. Sun*, “透視人體的奧秘”, Science & Development, Vol. 386, pp. 6-13, 02, 2005.
    • S.J. Chen, K.S. Cheng, Y.C. Dai, Y.N. Sun, Y.T. Chen, K.Y. Chang, S.N. Yu, T.W. Chang, H.M. Tsai, and C.C. Hsien, “Quantitatively Characterizing the Textural Features of Sonographic Images for Breast Cancer With Histopathologic Correlation”, Journal of Ultrasound in Medicine, Vol.24, No. 5, pp. 651-661, May 2005. (SCI)
    • C.H. Lin, C.M. Weng, and Y.N. Sun*, “Ultrasound Image Compounding Based on Motion Compensation”, Images and Recognition, Vol. 10, No. 4, pp. 49-67, 2005. NSC 91-2213-E- 006-060

2004

    • C.C.K. Lin, S.L. Chaung, M.S. Ju, and Y.N. Sun, “Comparison of Adaptive Cancellation and Laplacian Operation in Removing Eye Blinking Artifacts in EEG”, Journal of Medical and Biological Engineering, Vol. 24, No. 1, pp.9-15, 2004. NSC 92-2213- E-006- 047(EI)

2002

    • M.H. Horng, Y.N. Sun and X.Z. Lin, “Texture feature coding method for classification of liver sonography”, Computerized Medical Imaging and Graphics, Vol.26, pp.33-42, 2002. (SCI, EI)
    • Y.N. Sun, S.C. Huang, N.T. Chiu, C.Y. Yu, and F.J. Chen, “Bullseye Display of Cerebral Cortical Blood Flow”, IEEE Engineering in Medicine and Biology, Vol. 21, No. 4, pp.79-85, July/August 2002. (EI，SCI) NSC89-2314-B006-100-M08
    • Y.N. Sun, M.H. Horng, and X.Z. Lin, “Automatic Computer Morphometry (ACM) System Techniques and Applications in Medical Diagnosis” invited paper, Chapter in Handbook of Computational Methods in Biomaterials Biotechnology and Biomedical Systems, Kluwer Academic Publishers, (Invited paper) to appear 2002. (Book Chapter)
    • T.L. Weng, S.J. Lin, W.Y. Chang, and Y.N. Sun, “Voxel-based Texture Mapping for Medical Data”, Computerized Medical Imaging and Graphics, Vol. 26, pp. 445-452, 2002. (SCI, EI) NSC 89-2213-E-006-154
    • S.L. Lin, Y.N. Sun, C.H. Lin, P.L. Hsieh, K.R. Chiou, C.P. Liu, and H.T. Chiang, “Initial Experience of Using Color Kinesis in the Diagnosis of Coronary Artery Disease”, Chinese Medical Journal (Taipei), Vol. 65, pp.457-467, 2002.

2001

    • D.H. Chen, and Y.N. Sun, “Boundary-based Parametric Polygon Morphing”, IEICE Trans. Information System, E84D (4), pp. 511-520, April 2001. (SCI) NSC 89-2213-E-006-154

2000

    • Y.N. Sun, and S.C. Huang, “Genetic algorithms for error-bounded polygonal approximation”, International Journal of Pattern Recognition and Artificial Intelligence, Vol. 14, No. 3, pp. 297-314, 2000. (SCI, EI) NSC 89-2213-E-006-154
    • D.H. Chen and Y.N. Sun, “A Self-learning segmentation framework - the Taguchi approach”, Computerized Medical Imaging and Graphics, Vol.24, pp. 283-296, 2000. (SCI, EI) NSC 89-2213-E-006-155
    • J.S.N. Lin, Y.M. Lin, N.H. Chow, S.T. Wang, and Y.N. Sun, “Novel Image Analysis of Corpus Cavernous Tissue in Important Men”, Urology, Vol.55, No.2, pp. 252-256, 2000. (SCI)
    • J.S. Lee, Y.N. Sun, and X.Z. Lin, “A New Approach to Ultrasonic Liver Image Classification”, IEICE Trans. on Information and Systems, Vol. E83-D, No.6, pp.1301-1308, 2000. (EI, SCI)
    • T.L. Weng, and Y.N. Sun, “Three-dimensional water-flow reconstruction by stereo cameras”, Optical Engineering, Vol. 39, No.11, pp.1-9, November 2000. (EI, SCI) NSC 89-2213 -E-006-155

* Corresponding author

會議發表 Proceedings and Conference Papers

2019

    • Ming-Huwi Horng, Zhe-Yuan Zhan, Chen-Yu Hong, Yu-Lun Hong, Yung-Nien Sun, "Learning One-class Support Vector Machine by Using Artificial Bee Colony Algorithm and Its Application for Disease Classification", ACM--2019 International Electronics Communication Conference (IECC 2019), Okinawa, Japan, Jul 7-9, 2019 .
    • Horng-Horng Lin, Zheng-Yi Li, Min-Hsiu Shih*, Yung-Nien Sun*, Ting-Li Shen, “Pupil Localization for Ophthalmic Diagnosis Using Anchor Ellipse Regression”, MVA2019 International Conference on Machine Vision Applications, Tokyo, Japan, May 27–31 2019.

2018

    • Chan-Pang Kuok, Bo-Siang Tsai, Tai-Hua Yang, Fong-Chin Su, I-Ming Jou, Yung-Nien Sun*, “Automatic Finger Tendon Segmentation from Ultrasound Images Using Deep Learning”, 2018 Internatinonal Computer Symposium (ICS2018), Taiwan, Dec. 20-22, 2018.
    • C.P. Kuok, J.Y. Hsue, T.L. Shen, B.F. Huang, C.Y. Chen, Y.N. Sun*, “An Effective CNN Approach for Vertebrae Segmentation from 3D CT Images”, PNC 2018 Annual Conference and Joint Meetings, USA, Oct. 27-30, 2018.
    • Chan-Pang Kuok, Min-Jun Fu, Chii-Jen Lin, Ming-Huwi Horng, Yung-Nien Sun*, “Vertebrae Segmentation from X-ray Images Using Convolutional Neural Network” 2018 International Conference on Image and Video Processing (ICIVP), Macau, Sep. 8-10, 2018.
    • Chan-Pang Kuok, Chuew-Chuen Chuang, Pei-Yin Tsai, Yi-Shan Tsai, Yung-Chieh Lin, Yung-Nien Sun*, “Segmentation of Humerus from Premature Infant X-ray Images by Using Convolutional Neural Network”, The 31th IPPR Conference on Computer Vision, Graphics, and Image Processing (CVGIP 2018), Tainan, Taiwan, Aug. 19-21, 2018.
    • Jin-Yuan Hsue, Chan-Pang Kuok, Ting-Li Shen, Bing-Feng Huang and Yung-Nien Sun, "Efficient Vertebra Segmentation Using Graph Cuts" 2018 8th International Conference on Bioscience, Biochemistry and Bioinformatics (ICBBB 2018), Tokyo, Japan, Jan. 18-20, 2018.

2017

    • C.W. Chang, P.Y. Tsai, S.T. Huang, Y.N. Sun*, “Categorizating 3D Fetal Ultrasound Image Database in First Trimester Pregnancy based on Mid-Sagittal Plane Assessments”, 46th Annual IEEE Applied Imagery Pattern Recognition (AIPR), Cosmos Club, Washington, D.C., American, Oct. 10-12, 2017.
    • Y.M. Liao, C.P. Kuok, Y.N. Sun*, “MYCOBACTERIUM TUBERCULOSIS DETECTION USING REFINED FASTER R-CNN”, The 30th IPPR Conference on Computer Vision, Graphics, and Image Processing (CVGIP 2017), Nantou, Taiwan, Aug. 2017, C4-6
    • B.I Chuang, P.T. Wu, J.H. Hsu, C.Y. Li, I M. Jou, F.C. Su, Y.N. Sun*, “Tendinopathy Region Classification in Macro-viewed Microscopic Images”, XXVI Congress of the International Society of Biomechanics (ISB 2017) BioMedical Engineering , Brisbane, Australia, Jul. 23-27, 2017.
    • B.I Chuang, T.L. Shen, I M. Jou, and Y.N. Sun*, “Realistic Ultrasounic Volume Reconstruction From Two Orthogonal Views For Surgical Training System”, International Forum on Medical Imaging in Asia (IFMIA 2017), Japan Okinawa, Jan. 19-20, 2017.

2016

    • Y.R. Chen, C.P. Kuok, C.C. Hsu, C.K. Wang and Y.N. Sun*, “A Force Feedback Pedical Screw Implantation Surgical Trainer with Automatic Vertebra Segmentation”, The 4th IIAE International Conference on Intelligent Systems and Image Processing 2016 (ICISIP 2016), Japan, Sep. 8-12, 2016. MOST-103-2221-E-006-027-MY2
    • B.I Chuang, J.H. Hsu, L.C. Kuo, F.C. Su, I M. Jou, Y.N. Sun*, “Optical Flow Based Block Matching Method for Tendon Tracking in Ultrasound”, The 4th IIAE International Conference on Intelligent Systems and Image Processing 2016 (ICISIP 2016), Kyoto, Japan, Sep. 8-12, 2016, MOST-104-2221-E-006-097-MY3
    • B.I Chuang, C.C. Lin, L.C. Kuo, F.C. Su, I M. Jou, Y.N. Sun*, “Median Nerve Shape Tracking Using Optical Flow Method And Image Pyramid Structure”, The 2nd Global Conference of Biomedical Engineering (GCBME 2016), Taipei, Taiwan, Aug. 17-19, 2016, MOST-104-2221-E-006-097-MY3
    • Y.R. Chen, C.P. Kuok, C.C. Hsu, C.K. Wang and Y.N. Sun*, “Force Feedback Surgery Simulation System for Pedicle Screw Implantation”, 2016年生物醫學工程科技研討會暨科技部醫學工程學門成果發表會, Taiwan, Aug. 17-19, 2016. MOST-103-2221-E-006-027-MY2
    • B.I Chuang, T.L. Shen, C.L. Li, I M. Jou, Y.N. Sun*, “Realistic Ultrasound Volume Reconstruction From Two Orthogonal Views For Surgical Training System“, The 29th IPPR Conference on Computer Vision, Graphics, and Image Processing (CVGIP 2016), Keelung, Taiwan, Aug. 15-17, 2016, MOST 104-3011-E-006-002
    • C.C. Hsu*, Y.R. Chen, C.P Kuok, C.K. Wang and, Y.N. Sun, “The Design of Force Feedback Surgical Training System for Pedical Screw Implantation”, Cleveland spine review 2016, USA ohio, Aug. 9-16, 2016.

2015

    • Y. Hsiang, C.P. Kuok, C.C. Hsu, C.K. Wang and Y.N. Sun, “Interactive Surgery Simulation System for Pedicle Screw Implantation“, 2015 Annual Symposium on Biomedical Engineering and Technology, Taipei, Taiwan, Nov. 13-14, 2015.
    • B.I Chuang, P.T. Wu, J.H. Hsu, I M. Jou, F.C. Su, Y.N. Sun*, “Adaptive Segmentation of Nuclei in H&E Stained Tendon Microscopy“, 2015 7th International Conference on Graphic and Image Processing (ICGIP 2015), Singapore, Oct. 23-25, 2015. NSC 101-2221-E-006-059-MY3
    • C.P. Kuok, P.T. Wu, I M. Jou, F.C. Su, Y.N. Sun*, “Automatic Segmentation and Classification of Tendon Nuclei from IHC Stained Images”, 2015 7th International Conference on Graphic and Image Processing (ICGIP 2015), Singapore, Oct.23-25, 2015. NSC 101-2221-E-006-059-MY3
    • T.L. Shen, B.I. Chuang, M.H. Shih, Y.N. Sun*, “Fast Pupil Assessment for Sensory Evaluation from Infrared Video“, The 28th IPPR Conference on Computer Vision, Graphics, and Image Processing (CVGIP), Yilan, Taiwan, Aug. 17-19, 2015.
    • M.S. Wu, Y.N. Sun*, C.W. Chang, P.Y. Tsai, “Automatic Measurements of Nuchal Translucency Thickness from 3-D Fetal Ultrasound Images”, 2015 Joint Conference of the International Workshop on Advanced Image Technology (IWAIT) and the International Forum on Medical Imaging in Asia (IFMIA), Tainan, Taiwan, Jan. 11-13, 2015. NSC101-2221-E006-064-MY2

2014

    • C.H. Wu, J.K. Liu, W.H. Tsai, Y.H. Chen, and Y.N. Sun*, “Model-based Tooth Segmentation from Dental Panoramic Radiographs”, International Computer Symposium (ICS), Taichung, Taiwan, Dec. 12-14, 2014. NSC101-2221-E-006-059-MY3
    • H.C. Chen, T.H. Yang, C.K. Chen, M.T. Chu, I M. Jou, F.C. Su, Y.N. Sun, “Virtual hand modeling for ultrasound-guided percutaneous surgical simulator”, 2014 Health Innovations and Point-of-Care Technologies Conference, Seattle, Washington USA, Oct. 8-10, 2014.
    • B.I Chuang, Y.N. Sun*, T.H. Yang, F.C. Su, L.C. Kuo, IM. Jou, “Model-based Tendon Segmentation from Ultrasound Images”, 2014 North east Bio engineering Conf. (NEBEC2014), Boston, USA, Apr. 25-27, 2014.

2013

    • C.C. Lin, Y.N. Sun, H.C. Chang, J.C. Chen, “Rapid Antibiotic Susceptibility Evaluation Based on Dielectrophoresis Image Analysis”, 2013 National Computer Symposium (NCS 2013), Taichung, Taiwan, Dec. 13-14, 2013.
    • B.I Chuang, B.A. Chen, C.K. Wang, W.J. Su, Y.N. Sun*, “Computer evaluation of glenoid bone loss from MR image”, 2013 International Symp. on Engineering and Natural Sciences (ISEANS 2013), Macau, Aug. 29-31, 2013. NSC 101-2221-E-006-059-MY3
    • C.H. Tsai, H.C. Chen, Y.N. Sun*, F.C. Su, L.C. Kuo, “Muscular motion estimation from 4-D ultrasound image using Kalman filter and rotation-invariant feature descriptor”, The 3rd international conference on Innovative Computing Technology (INTECH 2013), London, UK, Aug. 29-31, 2013.
    • M. T. Chu, C. K. Chen, H. C. Chen, Y.N. Sun, “An effective coordinate calibration method for image guided medical applications”, The 3rd International Conference on Environmental, Biomedical & Biotechnology (ICEBB), Singapore, Aug. 24-25, 2013.
    • Y.N. Sun*, C.C. Lin, H.C. Chang, J.C. Chen, “Image analysis for dielectrophoresis images”, The 26th IPPR Conference on Computer Vision, Graphics, and Image Processing, Ilan Taiwan, Aug. 18-20, 2013.
    • M.T. Chu, C.K. Chen, H.C. Chen, Y.N. Sun*, “An effective coordinate calibration method for image guided medical applications”, The 26th IPPR Conf. on Computer Vision, Graphics, & Image Processing, Ilan Taiwan, Aug .18-20, 2013.
    • H.C. Chen, T.H. Yang, A. R. Thoreson, C. Zhao, P.C. Amadio, F.C. Su, W. Jia, Y.N. Sun, K.N. An, and M.G. Sun, “Multiresolution image analysis for automatic quantification of collagen gel contraction”, The Proc 39th Annual Northeast Bioengineering Conference, Syracuse, NY, USA, Apr. 5-7, 2013.

2012

    • H.C. Chen, C.H. Wu, C.K. Wang, C.J. Lin, and Y.N. Sun*, “Reconstructing in-vivo knee motion based on 2D-3D articulated registration from single-plane fluoroscopy”, The International Forum on Medical Imaging in Asia (IFMIA), Daejeon, Korea, Nov. 16-17, 2012.
    • H.H. Hong, C.C. K. Lin, Y.N. Sun*, “Analysis of Brain Functional Activity and Connectivity Using Granger Causality Model (gcm) from FMRI Image”, The 25th IPPR Conference on Computer Vision, Graphics, and Image Processing,日月潭, Taiwan, Aug.12-14, 2012.
    • D.S. Yang*, T.H. Yang, H.B. Yang, Y.N. Sun, Y.C. Liu, H.H. Shih, C.Y. Wang, and H.W. Tsui, “Correlations between Clinical Severity and Pathological Changes of Trigger Finger by Computer Image Analysis”, The 62th Spring Meeting of the Taiwan Orthopaedic Association, Hsinchu, Taiwan, 2012. (備註：4/21，中華民國骨科醫學會第62次春季聯合學術研討會，@竹北喜來登飯店)
    • H.B. Yang*, T.H. Yang, Y.N. Sun, Y.C. Liu, H.H. Shih, D.S. Yang, Chien-Yuan Wang, and Hsien-Wei Tsui, “The Pathological Changes of Trigger Finger Disease – Evaluated by Computer Analysis”, the Annual Meeting of the Taiwan Society of Pathology, Taipei, Taiwan, 2012. (備註：5/20，台灣病理學會年會，@台北榮總介壽堂)
    • T.H. Yang, Y.C. Liu, H.H. Shih, H.B. Yang, D.S. Yang, L.C. Kuo, Y.N. Sun, and F.C Su*, “Quantitative Measurement for Pathological Microscopic Image of A1 Pulley by Digital Image Processing (DIP)”, The 8th International Hand and Wrist Biomechanics Symposium, Yokohama, Japan, Apr. 20-21, 2012.
    • H.C. Chen, W.Y. Jia, Z. Li, Y.N. Sun*, and M.G. Sun, “3D/2D Model-to-Image Registration for Quantitative Diet Assessment”, Proc 38th Annual Northeast Bioengineering Conference, Philadelphia, PA, USA, Mar. 16-18, 2012.

2011

    • Y.C. Liu, H.H. Shih, S.H. Hong, M.J. Huang, S.Y. Huang, and Y.N. Sun*, “Microscopic Image Analysis of Pulley Tissue for Trigger Digits”, International Symposium on Clinical Engineering and Medical Informatics暨國科會醫工學門成果發表會, Tainan, Taiwan, 2011.
    • Y.C. Liu, F.Y. Hsu, Y.E. Lin, H.T. Ho, and Y.N. Sun*, “A Novel Automated Computer System for Detection of M. Tuberculosis in Acid-Fast Stain Procedures via Color-Based Segmentation”, the 5th International Congress of the Asia Pacific Society of Infection Control, Australia, 2011.
    • Y.C. Liu, F.Y. Hsu, H.C. Chen, Y.Y. Wang, and Y.N. Sun*, “A Coarse to Fine Auto-Focusing Algorithm for Microscope Image”, International Conference on System Science and Engineering, Macao, 2011. (EI)
    • H.C. Chen, C.K. Chen, F.Y. Hsu, Y.S. Lin, Y.T. Wu, and Y.N. Sun*, “A Computer Vision System for Automated Container Code Recognition”, International Multi-Conference of Engineers and Computer Scientists, Kowloon, Hong Kong, 2011. (Best Paper Award)
    • H.C. Chen, C.K. Chen, T.H. Yang, L.C. Kuo, I.M. Jou, F.C. Su, and Y.N. Sun*, “Model-based Segmentation of Flexor Tendons from Magnetic Resonance Images of Finger Joints”, International Conference of the IEEE Engineering in Medicine and Biology Society, Boston, USA, 2011.
    • Y.C. Cheng, Y.H. Wang, H.H. Hong, Y.N. Sun*, K.Y. Huang, P.H. Hu, Y.C. Lin, “Multi-layer auto-focusing system using image processing on laser reflective pattern”, The 2nd International Conference on Computer Application and System Modeling, Xiamen, Fujian, 2011.
    • C.H. Lin, C.C. Lin, Y.C. Liu, Y.C. Cheng, Y.N. Sun*, “Analysis of Brain Functional Activity and Connectivity Based on Integrated Information of fMRI-EEG”, The 24th IPPR Conference on Computer Vision, and Image Processing, ChiaYi, Taiwan, 2011. (Excellent Paper Award)
    • B.I. Chuang, W.C. Hsu, C.M. Chen, C.Yi Hor, Y.N. Sun*, “Automatic inspection system for billet”, 2011 IEEE International Conference on Signal and Image Processing Applications(ICSIPA 2011), Kuala Lumpur, Malaysia, Nov. 16-18, 2011. [paper]

2010

    • H.C. Chen, Y.N. Sun, Y.Y. Wang, C.H. Lin, C.K. Wang, and I M. Jou, “Segmentation of flexor tendons within carpal tunnel from magnetic resonance image”, International Computer Symposium (ICS), Tainan, Taiwan, Dec. 16-18, 2010. (Best Student Paper Award)
    • C.H. Lin, C.I Huang, Y.N. Sun*, M.H. Horng, “Multimodality registration by using mutual information with honey bee mating optimization (HBMO) “, Biomedical Engineering and Sciences (IECBES), 2010 IEEE EMBS Conference , p.13-16, Kuala Lumpur, Malaysia, Nov. 30 2010-Dec. 2 2010.
    • Y.L. Liao, Y.N. Sun, C.F. Lu and Y.T. Wu, J.D. Lee, C.T. Wu and S.T. Lee, “Skull-Based Registration of Intra-subject CT Images: The Effects of Different Resolutions and Partial Contents”, Proceeding of 2nd International Conference On Bioinformatics and Biomedical Technology (ICBBT 2010), pp. 269-272, 2010.
    • 陳智凱, 陳昕辰, 徐福瑜, 林鈺山, 吳育德, 孫永年, “貨櫃影像之自動化櫃號辨識”, 中科院99年科專計畫論文發表會, 桃園縣, 台灣, 2010.
    • Y.C. Liu, Y.L. Hsu, Y.N. Sun*, S.J. Tsai, C.Y. Ho, and C.M. Chen, “A Computer Vision System for Automatic Steel Surface Inspection”, The 5th IEEE Conference on Industrial Electronics and Applications, Taichung, Taiwan, 2010. (EI)
    • C.K. Chen, H.C. Chen, F.Y. Hsu, Y.S. Lin, Y.T. Wu, and Y.N. Sun*, “Automated image analysis system on application to container number recognition”, International Conference on Digital Content, Jungli, Taiwan, 2010.
    • C.I Huang, W.J. Yao, Y.N. Sun*, “Functional Evaluation by Using Multi-Step Registration with Standard MR Brain Image”, The 3rd Biomedical Engineering International Conference, Kyoto, JAPAN, 2010.

2009

    • C.S. Liu, C.H. Lin, C.H. Chen, P.H. Lin, C.l Huang, C.W. Chang, C.H. Lin, Y.N. Sun*, “Novel colored pulse laser photography for high speed imaging“, NaNo/Molecular Medicine and Engineering (NANOMED) 2009 IEEE International Conference, 11/2009. [paper]
    • Y.Y. Wang, C.C.K. Lin, and Y.N. Sun*, “Registration-Based Segmentation of Nerve Cells in Microscopy Images”, The 31st Annual International Conf. of the IEEE Engineering in Medicine and Biology Society, pp.6726-6729, Minneapolis, USA, 2009. NSC 96-2221-E-006-247
    • H.C. Chen, C.H. Wu, M. C.J. Lin, Y.H. Liu, and Y.N. Sun*, “Automated Segmentation for Patella from Lateral Knee X-ray Images”, The 31st Annual International Conf. IEEE Engineering in Medicine and Biology Society, Minneapolis, USA, 2009.
    • C.I Huang, W.J. Yao, Y.N. Sun*, “Evaluating functional image sequence with respect to magnetic resonance image”, The 22nd IPPR Conference on Computer Vision, Graphics and Image Processing, 2009. NSC 94-2614-E-006-075
    • C.W. Chang, B.I Chuang, K. Liu, Y.N. Sun*, L.J. Kuo, F.C. Su, I M. Jo, “Grid Based Skin Movement Evaluation in Finger Motion by Using Multiple Cameras”, 2009 International Symposium on Digital Life Technologies (ISDLT 2009), Tainan, Taiwan, 2009.

* Corresponding author