Wen-Pei Wu, Joseph Lin, Yu-Len Huang(黃育仁), Shou-Tung Chen, Chen-Te Chou, Dar-Ren Chen (2025.05). Magnetic resonance imaging characteristics and survival outcomes of metaplastic breast carcinoma. Plos One, Online ahead, 2-s2.0-105005473865.
期刊論文
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Chia-Fen Lee, Joseph Lin, Yu-Len Huang(黃育仁), Shou-Tung Chen, Chen-Te Chou, Dar-Ren Chen & Wen-Pei Wu (2025.03). Deep learning-based breast MRI for predicting axillary lymph node metastasis: a systematic review and meta-analysis. Cancer Imaging, Online ahead, 2-s2.0-105001445789.
Wen-Pei Wu, Yu-Wen Chen, Hwa-Koon Wu, Dar-Ren Chen and Yu Len Huang(黃育仁)* (2025.03). Automated Tumor Segmentation in Breast-Conserving Surgery Using Deep Learning on Breast Tomosynthesis. Journal of Imaging Informatics in Medicine, Online ahead, s10278-025-01457-y.
Chen Yu Lin, Hung Ju Chen, Yi Kit Chan, Wei Ping Hsia, Yu Len Huang(黃育仁)*, Chia Jen Chang* (2024.10). Automatic fovea detection and choroid segmentation for choroidal thickness assessment in optical coherence tomography. International Journal of Ophthalmology, 17(10), 1763-1771.
Kai-Chih Pai(白鎧誌), Wen-Cheng Chao, Yu-Len Huang(黃育仁), Ruey-Kai Sheu(許瑞愷), Lun-Chi Chen(陳倫奇), Min-Shian Wang, Shau-Hung Lin, Yu-Yi Yu, Chieh-Liang Wu, Ming-Cheng Chan (2022.08). Artificial intelligence-aided diagnosis model for acute respiratory distress syndrome combining clinical data and chest radiographs. Digit Health, 8, 20552076221120317.
Chen-Yu Lin, Yu-Len Huang(黃育仁), Wei-Ping Hsia, Yang Wang and Chia-Jen Chang (2022.04). Correlation of choroidal thickness with age in healthy subjects - Automatic detection and segmentation using a deep learning model. International Ophthalmology, 42(10), 3061-3070.
Chung-Hao Hsiao, Yu-Len Huang(黃育仁), Siu-Lun Tse, Wei-Ping Hsia, Hung-Ju Chen, Yuan-Shao Cheng and Chia-Jen Chang* (2022.02). Automatic Segment and Quantify Choroid Layer in Myopic eyes: Deep Learning based Model. Seminars in Ophthalmology, 37(5), 611-618.
Hung-Ju Chen, Yu-Len Huang(黃育仁), Siu-Lun Tse, Wei-Ping Hsia, Chung-Hao Hsiao, Yang Wang and Chia-Jen Chang (2022.02). Application of Artificial Intelligence and Deep Learning for Choroid Segmentation in Myopia. Translational Vision Science & Technology (TVST), 11(2), 38.
Wei-Ping Hsia, Siu-Lun Tse, Chia-Jen Chang, Yu-Len Huang(黃育仁)* (2021.06). Automatic Segmentation of Choroid Layer Using Deep Learning on Spectral Domain Optical Coherence Tomography. Applied Sciences, 11(12), 5488.
Dar-Ren Chen, Yao-Wen Chang, Hwa-Koon Wu, Wei-Chung Shia and Yu-Len Huang(黃育仁)* (2019.10). Multi-view contouring for breast tumor on magnetic resonance imaging. Journal of Digital Imaging, 32(5), 713-727.
Yi-Chun Chen, Dar-Ren Chen, Hwa-Koon Wu, and Yu-Len Huang(黃育仁)* (2019.09). Intra-operative Tumor Margin Evaluation in Breast-Conserving Surgery with Deep Learning. Journal of Image and Graphics, 7(3), 90-93.
Wei-Chung Shia, Hui-Ju Yang, Hwa-Koon Wu, Shih-Lung Lin, Hung-Wen Lai, Yu-Len Huang(黃育仁) and Dar-Ren Chen* (2018.11). Implant volume estimation in direct-to-implant breast reconstruction after nipple-sparing mastectomy. journal of surgical research, 231, 290-296.
Wei-Chung Shia*, Hwa-Koon Wu, Yu-Len Huang(黃育仁), Li-Sheng Lin and Dar-Ren Chen (2018.10). Mammographic Density Distribution of Healthy Taiwanese Women and its Naturally Decreasing Trend with Age. Scientific Reports, 8, 14937-14937.
Wei-Chung Shia, Yu-Len Huang(黃育仁), Hwa-Koon Wu, Dar-Ren Chen (2017.05). Using Flow Characteristics in Three Dimensional Power Doppler Ultrasound Imaging to Predict Complete Responses in Patients Undergoing Neoadjuvant Chemotherapy. J Ultrasound Med, 36(5), 887-900.
Wei-Chung Shia, Dar-Ren Chen*, Yu-Len Huang(黃育仁), Hwa-Koon Wu and Shou-Jen Kuo (2015.08). Effectiveness of evaluating tumor vascularization using three-dimensional power Doppler ultrasound with high-definition flow technology in the prediction of the response to neoadjuvant chemotherapy for T2 breast cancer: A preliminary report. Physics in Medicine and Biology, 60, 7763-7778.
Chin-Yuan Chang,Shou-Jen Kuo, Hwa-Koon Wu, Yu-Len Huang(黃育仁), Dar-Ren Chen* (2014.05). Stellate Masses and Histologic Grades in Breast Cancer. Ultrasound in Medicine and Biology, 40(5), 904-916.
1.Hwa-Koon Wu, Hsin-Shun Tseng, Li-Sheng Chen, Shou-Jen Kuo, Ping-Lang Yen, Yu-Len Huang(黃育仁)*, and Dar-Ren Chen* (2014.03). Flow Index of 3D Breast Ultrasound was Strongly Correlated with Axillary Lymph Node Metastasis in the Absence of Lymphovascular Invasion. Journal of Medical Imaging and Health Informatics, 4(1), 66-70.
Y. L. Huang(黃育仁)*, D. R. Chen and S. C. Chang (2013.05). Three-dimensional region-based segmentation for breast tumor in sonography. Journal of Ultrasound in Medicine, 32(5), 835-846.
I. C. Tsai, Y. L. Huang(黃育仁), P.T. Liu, M. C. Chen (2012.09). Left Ventricular Myocardium Segmentation on Delayed Phase of Multi-detector Row Computed Tomography. International Journal of Computer Assisted Radiology and Surgery, 7(5), 737-751.
P. L. Yen, H. K. Wu , H. S. Tseng, S. J. Kuo, Y. L. Huang(黃育仁), H. T. Chen, D. R. Chen (2012.07). Vascular morphologic information of three-dimensional power Doppler ultrasound is valuable in the classification of breast lesions. Clinical Imaging, 36(2), 267-271.
H. S. Tseng, H. K. Wu, S. T. Chen, S. J. Kuo, Y. L. Huang(黃育仁), D. R. Chen (2012.01). Speckle Reduction Imaging of Breast Ultrasound Does Not Improve the Diagnostic Performance in Morphology-based CAD System. Journal of Clinical Ultrasound, 40(1), 1-6.
I. C. Tsai, Y. L. Huang(黃育仁), K. H. Kuo (2012.01). Left Ventricular Myocardium Segmentation on Arterial Phase of Multi-detector Row Computed Tomography. Computerized Medical Imaging and Graphics, 36(1), 25-37.
D. R. Chen, Y. L. Huang(黃育仁), S. H. Lin (2011.04). Computer-aided Diagnosis with Textural Features for Breast Lesions in Sonograms. Computerized Medical Imaging and Graphics, 35(3), 220-226.
Y. L. Huang(黃育仁), S. J. Kuo, C. C. Hsu, H. S. Tseng, Y. H. Hsiao, D. R. Chen (2009.10). Computer-aided Diagnosis for Breast Tumors by Using Vasculization of 3-D Power Doppler Ultrasound. Ultrasound in Medicine and Biology, 35(10), 1607-1614.
S. T. Chen, Y. H. Hsiao, Y. L. Huang(黃育仁), S. J. Kuo, H. S. Tseng, H. K. Wu, D. R. Chen (2009.09). Comparative analysis of logistic regression, support vector machine and artificial neuralnetwork for the differential diagnosis of benign and malignant solid breast tumors by the use of three-dimensional power Doppler imaging. Korean journal of radiology, 10(5), 464-471.
Y. H. Hsiao, Y. L. Huang(黃育仁), S. J. Kuo, W. M. Liang, S.T. Chen and D. R. Chen (2009.07). Characterization of benign and malignant solid breast masses in harmonic 3D power Doppler imaging. European Journal of Radiology, 71(1), 89-95.
I. C. Tsai, Y. L. Huang(黃育仁), W. C. Liao, K. H. Kao and M. C. Chen (2009.04). Left ventricular myocardial volumes measured during arterial and delayed phases of multidetector row computed tomography: A study on intra- and interobserver variability. International Journal of Cardiovascular Imaging, 25(1), 55-63.
Y. H. Hsiao, Y. L. Huang(黃育仁), W. M. Liang, C. Lin, S. J. Kuo and D. R. Chen (2009.03). Characterization of Benign and Malignant Solid Breast Masses: Harmonic versus Non-harmonic 3D Power Doppler Imaging. Ultrasound in Medicine and Biology, 35(3), 353-359.
S. J. Kuo, Y. H. Hsiao, Y. L. Huang (黃育仁) and D. R. Chen, D. R. Chen (2008.07). Classification of benign and malignant breast tumors using neural networks and three-dimensional power Doppler ultrasound. Ultrasound in Obstetrics and Gynecology, , 97-102.
Y.H. Hsiao, S.J. Kuo, W.M. Liang, Y.L. Huang, D.R. Chen (2008.01). Intra-Tumor Flow Index Can Predict the Malignant Potential of Breast Tumor: Dependent on Age and Volume. Ultrasound in Medicine and Biology, 34(1), 88-95.
Y. L. Huang, H.Y. Chen (2007.12). Computer-Aided Diagnosis of Urodynamic Stress Incontinence with Vector-Based Perineal Ultrasound Using Neural Networks. Ultrasound in Obstetrics and Gynecology, 30(7), 1002-1006.
Y. L. Huang, Y. R. Jiang, D. R. Chen, W. K. Moon (2007.09). Level set segmentation for breast tumor in 2-D sonography. Journal of Digital Imaging, 20(3), 238-247.
H. Y. Chen, Y. L. Huang, Y. C. Hung, W. C. Chen (2006.10). Evaluation of stress urinary incontinence by computer-aided vector-based perineal ultrasound. Acta Obstetricia et Gynecologica Scandinavica, 15(10), 1259-1264.
Y. L. Huang, H. Y. Lien (2006.10). Temporal Error Concealment for MPEG-Coded Video over Error-Prone Networks. Journal of Internet Technology, 7(4), 427-432.
Y. L. Huang, J. H. Chen, W. C. Shen (2006.06). Diagnosis of Hepatic Tumors with Texture Analysis in Non-enhanced CT Images. Academic Radiology, 13(6), 713-720.
Y. L. Huang, H. Y. Lien (2006.05). Temporal Error Concealment for MPEG Coded Video Using a Self-Organizing Map. IEEE Transactions on Consumer Electronics, 52(2), 676-681.
Y. L. Huang, K. L. Wang, D. R. Chen (2006.04). Diagnosis of Breast Tumors with Ultrasonic Texture Analysis Using Support Vector Machines. Neural Computing and Applications, 15(2), 164-169.
Y. L. Huang, S. J. Kuo, C. S. Chang, Y. G. Liu, W. K. Moon, D. R. Chen (2005.10). Image Retrieval with Principal Component Analysis for Breast Cancer Diagnosis on Various Ultrasonic Systems. Ultrasound in Obstetrics and Gynecology, 26(5), 558-566.
Y. L. Huang, D. R. Chen (2005.05). Support Vector Machines in Sonography: Application to Decision Making in the Diagnosis of Breast Cancer. Journal of Clinical Imaging, 29(3), 179-184.
Y. L. Huang（2005.03）。Wavelet-based Image Interpolation Using Multilayer Perceptron。Neural Computing and Applications，14（1），1-10。
Y. L. Huang (2005.01). A Fast Method for Textural Analysis of DCT-based Image. Journal of Information Science and Engineering, 21(1), 181-194.
Y. L. Huang, J. P. Lee, G. L. Chen, Z. Z. Lee, M. P. Chang, X. J. Huang（2004.12）。Image Retrieval by Using Region Adjacency Relations。Tunghai Science，6，17-42。
Y. L. Huang, J. H. Chen, W. C. Shen (2004.09). Computer-Aided Diagnosis of Liver Tumors in Non-enhanced CT Images. Mid-Taiwan Journal of Medicine, 9(3), 141-150.
Y. L. Huang, R. F. Chang (2004.07). A Fast Finite-State Algorithm for Generating RGB Palettes of Color Quantized Images. Journal of Information Science and Engineering, 20(4), 771-782.
Y. L. Huang, D. R. Chen (2004.05). Watershed Segmentation for Breast Tumor in 2-D Sonography. Ultrasound in Medicine and Biology, 30(5), 625-632.
Y. L. Huang, M. Y. Kuo, Y.Z. Zeng, X. W. Wu, F. Z. Kuo, F. X. Zhao（2003.12）。Breast Ultrasonic Image Segmentation with Watershed Method。Tunghai Science，5，43-54。
D. R. Chen, R. F. Chang, W. J. Kuo, M. C. Chen, Y. L. Huang (2002.10). Diagnosis of Breast Tumors with Sonographic Texture Analysis Using Wavelet Transform and Neural Networks. Ultrasound in Medicine and Biology, 28(10), 1301-1310.
Y. L. Huang, R. F. Chang (2002.03). A New Side-Match Finite-State Vector Quantization Using Neural Networks for Image Coding. Journal of Visual Communication and Image Representation, 13(3), 335-347.
Y. L. Huang, R. F. Chang (2000.10). Adaptive MLP Post-processing for Block-Based Images", IEE Proceedings- Vision, Image and Signal Processing. IEE Proceedings- Vision, Image and Signal Processing, 147(5), 463-474.
D. R. Chen, R. F. Chang, Y. L. Huang, Y. H. Chou , C. M. Tiu, P. P. Tsai (2000.08). Texture Analysis of Breast Tumors on Sonograms. Seminars in Ultrasound, CT and MRI, 21(4), 308-316.
Y. L. Huang, R. F. Chang (2000.07). Error Concealment Using Adaptive MLPs for Block-Based Image Coding. Neural Computing and Applications, 9(2), 83-92.
R. F. Chang, W. J. Kuo, D. R. Chen, Y. L. Huang, J.H. Lee, Y.H. Chou (2000.06). Computer-Aided Diagnosis for Surgical Office-Based Breast Ultrasound. Archives of Surgery, 135, 696-699.
M. M. Chuang, R. F. Chang, Y. L. Huang (2000.03). Automatic Facial Feature Extraction in Model-based Coding. Journal of Information Science and Engineering, 16(3), 447-458.
D. R. Chen, R. F. Chang, Y. L. Huang (2000.03). Breast Cancer Diagnosis Using Self-Organizing Map for Sonography. Ultrasound in Medicine and Biology, 26(3), 405-411.
D. R. Chen, R. F. Chang, Y. L. Huang, (1999.11). Computer-aided Diagnosis Applied to US of Solid Breast Nodules by Using Neural Networks. Radiology, 213(2), 407-412.
R. F. Chang, Y. L. Huang (1996.02). Finite-State Vector Quantization by Exploiting Interband and Intraband Correlations for Subband Image Coding. IEEE Transactions on Image Processing, 5(2), 374-378.
R. F. Chang, Y. L. Huang（1995.12）。Subband Finite-State Vector Quantization for Still Image Coding。Journal of Visual Communication and Image Representation，6（4），378-386。
研討會論文
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揭崇岱, 杜益岩, 黃育仁*（2025.10）。融合多源特徵與機器學習整合模型的抗癌勝肽預測。論文發表於2025 台灣網際網路研討會(TANet 2025)，Ilan：宜蘭大學。
Kai-Xiang Hou, Chen Yu Lin, Chia Jen Chang, Yu-Len Huang(黃育仁)* (2025.10). 3D Transformer U-Net with Boundary Enhancement for Accurate Choroid Segmentation in Optical Coherence Tomography. Paper presented at 2025 台灣網際網路研討會(TANet 2025), Ilan: 宜蘭大學.
Cheng-Wei Chu, Wen-Pei Wu, Dar-Ren Chen, Yu-Len Huang(黃育仁) (2025.08). Deep Learning-Based Malignant Tumor Detection in Breast MRI. Paper presented at 第三十八屆電腦視覺、圖學暨影像處理研討會(CVGIP 2025), New Taipei City: 國立臺北大學.
Kai-Xiang Hou, Chen Yu Lin, Yu-Xuan Shen, Chia Jen Chang and Yu-Len Huang(黃育仁)* (2025.06). Automatic Choroid Segmentation and Thickness Measurement in Optical Coherence Tomography Using Deep Learning. Paper presented at CARS 2025 Computer Assisted Radiology and Surgery, Berlin, Germany: Int J CARS.
Yu-Wen Chen, Wen-Pei Wu, Hwa-Koon Wu, Dar-Ren Chen, Yu-Len Huang(黃育仁)* (2024.05). Tumor segmentation of breast tomosynthesis in breast-conserving surgery with deep learning. Paper presented at 8th International Conference on Medical and Health Informatics, ICMHI 2024, Yokohama, Japan: Chung Shan Medical University.
Yi-Kit Chan, Chieh-Liang Wu, Yu-Len Huang(黃育仁)* (2023.05). Chest X-ray Image Segmentation Using Modified U-Net3+ for Diagnosis of Acute Respiratory Distress Syndrome. Paper presented at 2023 7th International Conference on Medical and Health Informatics (ICMHI 2023), Kyoto: International Conference on Medical and Health Informatics.
陳怡杰, 吳杰亮, 汪洋, 陳嘉瑜, 許瑞愷, 黃育仁（2021.12）。應用人工智慧於胸部X光切割肺部及心臟研究。論文發表於National Computer Symposium (NCS2021)，台中：東海大學。
Z. L. Tse, D. R. Chen, H. K. Wu, Y. L. Huang(黃育仁)* (2021.06). Malignant tumor detection on screening breast MRI with deep learning. Paper presented at CARS 2021 Computer Assisted Radiology and Surgery, Munich, Germany: Int J CARS.
Yung-Che Li, Ching-Tang Chang, Chin-Chang Cheng and Yu-Len Huang* (2021.04). Baseball Swing Pose Estimation Using OpenPose. Paper presented at 2021 IEEE International Conference on Robotics, Automation and Artificial Intelligence (RAAI 2021), Virtual Conference: RAAI 2021.
Yang Wang and Yu-Len Huang* (2021.04). Bidirectional tracking with missing warning in SiamMask. Paper presented at 2021 IEEE International Conference on Robotics, Automation and Artificial Intelligence (RAAI 2021), Virtual Conference: RAAI 2021.
Jiang G.-T., Wu Y.-D., Hsieh T. -Y., Huang Y.-L（黃育仁)* (2021.01). Automatic HEp-2 Cell Segmentation in Indirect Immunofluorescence Images Using Deep Learning. Paper presented at International Forum on Medical Imaging in Asia (IFMIA) 2021, Taipei, Taiwan: IFMIA.
Siu-Lun Tse, Chia-Jen Chang, Wei-Ping Hsia, Yu-Len Huang* (2021.01). Deep-Learning Segmentation for Evaluating of Choroidal Thickness on Optical Coherence Tomography. Paper presented at International Forum on Medical Imaging in Asia (IFMIA) 2021, Taipei, Taiwan: IFMIA.
G. T. Jiang, D. R. Chen and Y. L. Huang (2020.06). Neoadjuvant chemotherapy evaluation on 3D breast tumor ultrasonography using deep learning networks. Paper presented at CARS 2020 Computer Assisted Radiology and Surgery, Munich, Germany: Int J CARS.
Yi-Chun Chen, Yu-Len Huang, Dar-Ren Chen, Hwa-Koon Wu (2019.05). Intra-operative tumor margin evaluation in breast-conserving surgery with deep learning. Paper presented at 2019 2nd International Conference on Robotics and Intelligent Technology (ICRIT 2019), Kyoto, Japan: ICRIT 2019.
Yi-Chun Chen, Dar-Ren Chen, Hwa-Koon Wu and Yu-Len Huang（黃育仁) (2019.03). Deep Convolutional Neural Networks for Intra-Operative Mammographic Margin Assessment in Breast-Conservation Therapy. Paper presented at 019 2nd IERI International Conference on Medical Physics, Medical Engineering and Informatics (ICMMI 2019), Tokyo, Japan: ICMMI 2019.
Yi-Chun Chen, Dar-Ren Chen, Hwa-Koon Wu and Yu-Len Huang(黃育仁) (2018.06). Computer-aided estimation for surgical margin evaluation of malignant tumor in breast-conserving surgery. Paper presented at CARS 2018 Computer Assisted Radiology and Surgery, Berlin, Germany: Int J CARS.
Dar-Ren Chen, Hsueh-Lun Wang, Yu-Len Huang*(黃育仁) (2017.06). Doppler ultrasound high-definition flow imaging in the study of breast cancer neo-adjuvant chemotherapy. Paper presented at 2017 International Conference on Imaging, Signal Processing and Communication (ICISPC 2017), Penang: Universiti Sains Malaysia.
Hsueh-Lun Wang, Dar-Ren Chen, Jhao-Yu Huang and Yu-Len Huang* (2016.06). Molecular subtype evaluation for neo-adjuvant chemotherapy of breast cancer: dependent on ultrasonic vascularity features. Paper presented at CARS 2016 Computer Assisted Radiology and Surgery, Heidelberg, Germany: CARS 2016.
Tzu-Yu Liu, Yu-Len Huang*, and Dar-Ren Chen (2016.06). Precise Three-Dimensional Segmentation for Breast Region on MRI. Paper presented at International Conference on “Engineering & Technology, Computer, Basic & Applied Sciences- ECBA-2016, Taipei: ECBA-2016.
Wan-Ting Lin, Yu-Len Huang(黃育仁)* and Dar-Ren Chen (2015.08). Breast Tumor Segmentation in Ultrasonography Based on 3D Region Growing Method. Paper presented at 2015 International Conference on Information, Computer and Communication Engineering, Hong Kong: International Conference on Information, Computer and Communication Engineering.
Yu-Len Huang(黃育仁)*, Min-Hsuan Chen and Dar-Ren Chen (2015.06). Tumor response prediction to neo-adjuvant chemotherapy for breast cancer: dependent on ultrasonic matrix texture. Paper presented at CARS 2015 Computer Assisted Radiology and Surgery, Barcelona: Int J CARS.
Yao-Wen Chang, Hwa-Koon Wu, Dar-Ren Chen, Y.L. Huang(黃育仁)* (2014.08). Multi-View Contouring for Breast Tumor on Magnetic Resonance Imaging. Paper presented at IPPR Conference on Computer Vision, Graphics and Image Processing (CVGIP 2014), Pingtung, Taiwan: 國立台北大學.
Yu-Len Huang(黃育仁)*,Ya-Ting Hsu (2014.08). Automatic Breast Segmentation in MRI. Paper presented at IPPR Conference on Computer Vision, Graphics and Image Processing (CVGIP 2014), Pingtung, Taiwan: 國立台北大學.
Y.L. Huang(黃育仁)*, Y.W. Chang, H.K. Wu, D.R. Chen, W.T. Lin (2014.06). Three-dimensional segmentation for breast tumour. Paper presented at CARS 2014 Computer Assisted Radiology and Surgery, Fukuoka, Japan: Int J CARS.
1.Y.C Lin, D. R. Chen and Y.L. Huang(黃育仁)* (2013.07). Breast tumor segmentation based on level-set method in 3D sonography. Paper presented at The Seventh International Conference on Innovative Mobile and Internet Services in Ubiquitous Computing, Taichung, Taiwan: Asia University.
Y.L. Huang(黃育仁)*, D. R. Chen and P. N. Cheng (2013.06). Tumor grade estimation for breast cancer in 3D ultrasound imaging. Paper presented at CARS 2013 Computer Assisted Radiology and Surgery, Heidelberg, Germany: Int J CARS.
I. C. Tsai, Y. L. Huang(黃育仁), P. T. Liu, M. C. Chen (2012.06). Left ventricular myocardium segmentation on delayed phase of multi-detector row computed tomography. Paper presented at CARS 2012 Computer Assisted Radiology and Surgery, Pisa, Italy: Int J CARS.
C. Y. Chang, D. R. Chen, Y. L. Huang(黃育仁) (2012.06). Spiculation Analysis of Breast Tumors on 3D Ultrasound. Paper presented at International Symposium on Computer, Consumer and Control, Taichung, Taiwan: IS3C 2012.
D. R. Chen, W. T. Cheng, Y. L. Huang(黃育仁) (2012.06). Tumor response prediction to neo-adjuvant chemotherapy for breast cancer: dependent on ultrasonic vascularity morphology. Paper presented at CARS 2012 Computer Assisted Radiology and Surgery, Pisa, Italy: Int J CARS.
Y. C. Huang, T. Y. Hsieh, C. Y. Chang, W. T. Cheng, Y. C. Lin, Y. L. Huang(黃育仁) (2012.03). HEp-2 Cell Images Classification Based on Textural and Statistic Features Using Self-Organizing Map. Paper presented at Intelligent Information and Database Systems 4th Asian Conference, Kaohsiung, Taiwan: Lecture Notes in Computer Science.
D. R. Chen, Y. P. Lien, Y. L. Huang(黃育仁) (2011.06). Ultrasonic vascularization evaluation in breast cancer with neo-adjuvant chemotherapy. Paper presented at CARS 2011 Computer Assisted Radiology and Surgery,, Berlin, Germany: Int J CARS.
Y. P. Lien, D. R. Chen, Y. L. Huang(黃育仁) (2011.01). Vascularization evaluation for breast tumors in 3D high-definition flow Doppler sonography. Paper presented at International Forum on Medical Imaging in Asia,, Okinawa, Japan: The IEICE Information and Systems Society,Technical Committee on Medical Imaging.
P. T. Liu, I. C. Tsai, Y. L. Huang(黃育仁) (2011.01). Left Ventricular Myocardium Segmentation on Delayed Phase of Multi-detector Row Computed Tomography. Paper presented at International Forum on Medical Imaging in Asia, Okinawa, Japan: The IEICE Information and Systems Society,Technical Committee on Medical Imaging.
H. T. Chen, Y.P. Lien, P. T. Liu, Y. L. Huang(黃育仁), D. R. Chen (2010.10). Characterization of Benign and Malignant Solid Breast Masses Using Vascular Morphology in 3D Power Doppler Ultrasound Images. Paper presented at he 3rd International Conference on BioMedical Engineering and Informatics (BMEI'10), Yantai , China: BMEI.
A. S. Chiang, P. T. Liu, Y. P. Lien, Y. L. Huang(黃育仁), T. Y. Hsieh (2010.10). Automatic Detection of Antinuclear Autoantibodies Cells in Indirect Immunofluorescence Images. Paper presented at The 3rd International Conference on BioMedical Engineering and Informatics (BMEI'10), Yantai , China: BMEI.
Y. L. Huang(黃育仁), S. C. Chang, D. R. Chen (2010.06). Region growing segmentation for breast tumor in 3D sonography. Paper presented at CARS 2010 Computer Assisted Radiology and Surgery, Geneva, Swiss: Int J CARS.
Y. L. Huang(黃育仁), H. T. Chen, C. C. Han, D. R. Chen (2010.06). Vascular morphology evaluation for angiogenesis of breast tumors: using 3D high-definition flow Doppler ultrasound. Paper presented at CARS 2010 Computer Assisted Radiology and Surgery,, Geneva, Swiss: Int J CARS.
T. Y. Hsieh, Y. C. Huang, C. W. Chung, Y. L. Huang(黃育仁) (2009.12). Ep-2 Cell Classification in Indirect Immunofluorescence Images. Paper presented at Seventh International Conference on Information, Communications and Signal Processing (ICICS 2009), Macau: ICICS.
C. Y. Chen, H. T. Lin, Y. L. Huang(黃育仁), D. R. Chen (2009.09). Application of 3D Power Doppler Ultrasound in CAD System. Paper presented at 12th World Congress of the World Federation for Ultrasound in Medicine and Biology, Sydney, Australia: World Federation for Ultrasound in Medicine and Biology.
Y. L. Huang(黃育仁), C. C. Hsu and D. R. Chen (2009.06). Computer-aided diagnosis for breast lesions in 3D power Doppler ultrasound: dependent on vascularity, age and volume. Paper presented at CARS 2009 Computer Assisted Radiology and Surgery, Berlin, Germany: Int J CARS.
Y. L. Jao, C. C. Han, T. Y. Hsieh , Y. L. Huang(黃育仁) (2009.01). Computer-aided Classification of HEp-2 Cell in Indirect Immunofluorescence Images. Paper presented at International Forum on Medical Imaging in Asia (IFMIA) 2009, Taipei, Taiwan: The IEICE Information and Systems Society,Technical Committee on Medical Imaging.
H. C. Chuang, D. R. Chen, Y. L. Huang(黃育仁) (2009.01). Using Tumor morphology to Classify Benign and Malignant Solid Breast Masses: Speckle Reduction Imaging (SRI) versus Non-SRI Ultrasound Imaging. Paper presented at International Forum on Medical Imaging in Asia (IFMIA) 2009, Taipei, Taiwan: The IEICE Information and Systems Society,Technical Committee on Medical Imaging.
Y. L. Huang, Chia-Wei Chung, Tsu-Yi Hsieh, Yu-Lang Jao (2008.06). Outline Detection for the HEp-2 Cell in Indirect immunofluorescence Images Using Watershed Segmentation. Paper presented at IEEE International Conference on Sensor Networks, Ubiquitous, and Trustworthy Computing (SUTC2008), Taichung, Taiwan: IEEE.
Y. L. Huang, J. J. Shiu, Y.H. Hsiao, D. R. Chen (2008.06). Computer-aided Diagnosis for Breast Tumors by Using Vasculization of 3D Power Doppler Ultrasound. Paper presented at CARS 2008 Computer Assisted Radiology and Surgery, Barcelona, Spain: CARS.
Y. L. Huang, Yu-Lang Jao, Tsu-Yi Hsieh and Chia-Wei Chung (2008.06). Adaptive Automatic Segmentation of HEp-2 Cells in Indirect Immunofluorescence Images. Paper presented at IEEE International Conference on Sensor Networks, Ubiquitous, and Trustworthy Computing (SUTC2008), Taichung, Taiwan: IEEE.
Y. L. Huang, H. Y. Chen, J. J. Shiu (2007.06). Computer-aided diagnosis of stress urinary incontinence with vector-based perineal ultrasound using neural networks. Paper presented at CARS 2007 Computer Assisted Radiology and Surgery, Berlin, Germany: CARS.
Y. L. Huang, Y. R. Jiang, D. R. Chen, W. K. Moon, J. J. Shiu (2007.06). Computer-aided diagnosis with morphological features for breast lesion on sonograms. Paper presented at CARS 2007 Computer Assisted Radiology and Surgery, Berlin, Germany: CARS.
Y. L. Huang, C. C. Tao (2006.10). Blind Adaptive Shift Length Watermarking For Digital Images. Paper presented at 2006 IEEE International Conference on Systems, Man, and Cybernetics, Taipei, Taiwan: IEEE.
Y. L. Huang, Y. R. Jiang, D. R. Chen, W. K. Moon (2006.06). Level set segmentation for breast tumor in 2-D sonography. Paper presented at CARS 2006 Computer Assisted Radiology and Surgery, Osaka, Japan: CARS.
Y. L. Huang, S. H. Lin, D. R. Chen (2006.06). Texture analysis of breast cancer computer-aided diagnosis using image retrieval techniques on sonogram. Paper presented at CARS 2006 Computer Assisted Radiology and Surgery, Osaka, Japan: CARS.
W. M. Chen, Y. L. Huang, C. C. Tao (2006.02). Evaluation of Image Compression for Computer-Aided Diagnosis of Breast Tumors in 3-D Sonography. Paper presented at SPIE International Symposium Medical Imaging, San Diego, California, USA: SPIE.
Y. L. Huang, S. H. Lin, D. R. Chen (2005.09). Computer-Aided Diagnosis Applied to 3-D US of Solid Breast Nodules by Using Principal Component Analysis and Image Retrieval. Paper presented at 27th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBS), Shanghai, China: IEEE.
Y. L. Huang, D. R. Chen (2005.09). Automatic Contouring for Breast Tumors in 2-D Sonography. Paper presented at 27th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBS), Shanghai, China: IEEE.
Y. L. Huang, W. M. Chen, C. C. Tao (2005.07). Evaluation of Image Compression for Computer-Aided Diagnosis of Breast Tumors in Sonography. Paper presented at Visual Communications and Image Processing (VCIP 2005), Beijing, China: VCIP.
Y. L. Huang, H. Y. Lien (2005.07). An Edge-Based Temporal Error Concealment for MPEG-Coded Video. Paper presented at Visual Communications and Image Processing (VCIP 2005), Beijing, China: VCIP.
Y. L. Huang, D. R. Chen, S. H. Lin (2004.12). Computer-Aided Diagnosis Applied to US of Solid Breast Nodules by Using Principal Component Analysis and Image Retrieval. Paper presented at International Computer Symposium 2004 ( ICS 2004), Taipei, Taiwan: ICS.
Y. L. Huang, H. Y. Lien (2004.12). Temporal Error Concealment Using Self-Organizing Map. Paper presented at International Computer Symposium 2004 ( ICS 2004), Taipei, Taiwan: ICS.
S. Y. Chung, W. Moon, N. Cho, S. H. Lee, Y. L. Huang and D. R. Chen (2004.11). Image Retrieval and Principal Component Analysis for Computer-aided Diagnosis (CAD) of Breast Tumors on Different Ultrasound Systems. Paper presented at 2004's Scientific Assembly and Annual Meeting of the Radiological Society of North America (RSNA), SESSION: Physics (CAD/Miscellaneous), 1120PH-p, Chicago Illinois, USA: RSNA.
# Y. L. Huang, D. R. Chen, Y. K. Liu (2004.10). Breast Cancer Diagnosis Using Image Retrieval for Different Ultrasonic Systems. Paper presented at Proceedings of IEEE ICIP-2004 International Conference on Image Processing, Singapore: IEEE.
黃忠義,陳榮靜,黃育仁（2004.10）。基於雙語同義關鍵字集合的自動論文分群方法。論文發表於2004台灣網際網路研討會(TANET2004)，台東, 台灣：TANET。
Y. L. Huang, H. Y. Lien (2004.08). Temporal error concealment for mpeg-coded video over error-prone networks. Paper presented at 17th IPPR Conference on Computer Vision, Graphics and Image Processing (CVGIP 2004), Hualien, Taiwan: CVGIP.
Y. L. Huang, X. Y. Lin (2004.08). Information hiding for monochrome images based on watershed Transformation. Paper presented at 17th IPPR Conference on Computer Vision, Graphics and Image Processing (CVGIP 2004), Hualien, Taiwan: CVGIP.
Y. L. Huang, X. Y. Lin (2003.12). Texture-Based Region Merging for Watershed Segmentation in Sonography. Paper presented at in National Computer Symposium 2003 (NCS 2003), Taichung, Taiwan: NCS.
R. C. Chen , Y. L. Huang, C. Y. Huang (2003.12). The Automatic Clustering of Synonymous Chinese and English Keywords in Thesis Documents. Paper presented at 2003 International Conference on Informatics, Cybernetics and Systems, Kaohsiung, Taiwan: International Conference on Informatics, Cybernetics and Systems.
Y. L. Huang, Y. G. Liu (2003.08). Diagnosis of Solid Breast Tumors with Sonographic Texture Analysis. Paper presented at 16th IPPR Conference on Computer Vision, Graphics and Image Processing (CVGIP 2003), Kinmen, Taiwan: CVGIP.
黃忠義,陳榮靜,黃育仁（2003.03）。網際網路論文資料之中英文對應專業詞彙庫建構。論文發表於第四屆網際網路應用與發展學術 研討會，台南, 台灣：網際網路應用與發展學術。
Y. L. Huang, X. Y. Lin (2002.12). Contour Detection for the Breast Tumor in Ultrasonic Images Using Watershed Segmentation. Paper presented at in Proceedings of the International Computer Symposium 2002 ( ICS 2002): Workshop on Artificial Intelligence, Hualien, Taiwan: ICS.
Y. L. Huang (2000.12). Concealment of damaged block coded images using adaptive multilayer perceptrons. Paper presented at Proceedings of the 2000 ICS: Workshop on Image Processing and Pattern Recognition, Chiayi, Taiwan: ICS.
D. R. Chen, R. F. Chang, Y. L. Huang, J. H. Lee (1999.05). Computer Aided Diagnosis to Medical Ultrasonic Images of Solid Breast Nodules Using Neural Networks. Paper presented at The 11th International Congress on the Ultrasonic Examination of the Breast, Seoul, Korea: International Congress on the Ultrasonic Examination of the Breast.
Y. L. Huang, R. F. Chang (1999.03). MLP Interpolation for Digital Image processing Using Wavelet Transform. Paper presented at Proceedings of IEEE ICASSP-99 International Conference on Acoustics, Speech, and Signal Processing, Phoenix, Arizona, USA: IEEE.
Y. L. Huang, R. F. Chang (1999.03). Texture Feature for DCT-coded Image Retrieval and Classification. Paper presented at Proceedings of IEEE ICASSP-99 International Conference on Acoustics, Speech, and Signal Processing, Phoenix, Arizona, USA: IEEE.
Y. L. Huang, R. F. Chang (1998.08). Error Concealment Using Neural Networks for Block-based Image Coding. Paper presented at IPPR Conference on Computer Vision, Graphics and Image Processing (CVGIP 1998), Taipei, Taiwan: CVGIP.
Y. L. Huang, R. F. Chang (1998.08). Blocking Effect Reduction Using Neural Networks for DCT-based Image Coding. Paper presented at IPPR Conference on Computer Vision, Graphics and Image Processing (CVGIP 1998), Taipei, Taiwan: CVGIP.
Y. L. Huang, R. F. Chang (1997.08). A Fast Finite-State Algorithm for Generating RGB Palettes of Color Quantized Images. Paper presented at IPPR Conference on Computer Vision, Graphics and Image Processing (CVGIP 1997), Taichung, Taiwan: CVGIP.
Y. L. Huang, R. F. Chang (1997.08). A New Side-Match Finite-State Vector Quantization Using Neural Networks for Image Coding. Paper presented at IPPR Conference on Computer Vision, Graphics and Image Processing (CVGIP 1997), Taichung, Taiwan: CVGIP.
M. M. Chuang, R. F. Chang, Y. L. Huang (1996.08). Facial Model for Very Low Bit Rate Coding. Paper presented at IPPR Conference on Computer Vision, Graphics and Image Processing (CVGIP 1996), Taichung, Taiwan: CVGIP.
R. F. Chang, Li YC, Y. L. Huang (1995.11). New Block Matching Algorithm with Variable Search Window Size and Prediction Using Neighboring Blocks. Paper presented at HD-Media Technology and Applications Workshop, Taipei, Taiwan: HD-Media Technology and Applications Workshop.
R. F. Chang, Y. L. Huang（1994.09）。Subband Finite-State Vector Qunatization。論文發表於SPIE Visual Communications and Image Processing，Chicago, Illinois, USA：SPIE。
專書部份章節
(2006.09). Computer-aided Diagnosis for 2-D/3-D Breast Ultrasound. In Jasjit Suri and Rangaraj M. Rangayyan (Ed.), Recent advances in Breast imaging, Mammography, and Computer-Aided Diagnosis of Breast Cancer (pp. 569-608). : SPIE Press.(ISBN：0819460818)
專利
吳杰亮 (中華民國); WU, CHIEH-LIANG (TW);
詹明澄 (中華民國); CHAN, MING-CHENG (TW);
趙文震 (中華民國); CHAO, WEN-CHENG (TW);
白鎧誌 (中華民國); PAI, KAI-CHIH (TW);
黃育仁 (中華民國); HUANG, YU-JEN (TW);
賴來勳 (中華民國); LAI, LAI-SHIUN (TW);
王敏嫻 (中華民國); WANG, MIN-SHIAN (TW);
許瑞愷 (中華民國); SHEU, RUEY-KAI (TW);
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吳杰亮 (中華民國); WU, CHIEH-LIANG (TW);
詹明澄 (中華民國); CHAN, MING-CHENG (TW);
趙文震 (中華民國); CHAO, WEN-CHENG (TW);
白鎧誌 (中華民國); PAI, KAI-CHIH (TW);
黃育仁 (中華民國); HUANG, YU-JEN (TW);
賴來勳 (中華民國); LAI, LAI-SHIUN (TW);
王敏嫻 (中華民國); WANG, MIN-SHIAN (TW);
許瑞愷 (中華民國); SHEU, RUEY-KAI (TW);
陳倫奇 (中華民國); CHEN, LUN-CHI (TW)（2022.09-2032.05）。呼吸狀態分類系統
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