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2020 – today
- 2025
[i12]Core Francisco Park, Andrew Lee, Ekdeep Singh Lubana, Yongyi Yang, Maya Okawa, Kento Nishi, Martin Wattenberg, Hidenori Tanaka:
ICLR: In-Context Learning of Representations. CoRR abs/2501.00070 (2025)- 2024
- [c141]Xirang Zhang, Yongyi Yang, Jovan G. Brankov, P. Hendrik Pretorius, Michael A. King:
Improving Temporal Resolution in Clinical Cardiac-gated SPECT Studies via Surrogate Training in Deep Learning Denoising. ISBI 2024: 1-4 - [i11]Yongyi Yang, Jiaming Yang, Wei Hu, Michal Derezinski
:
HERTA: A High-Efficiency and Rigorous Training Algorithm for Unfolded Graph Neural Networks. CoRR abs/2403.18142 (2024) - [i10]Jianyang Gao, Yutong Gou, Yuexuan Xu, Yongyi Yang, Cheng Long, Raymond Chi-Wing Wong:
Practical and Asymptotically Optimal Quantization of High-Dimensional Vectors in Euclidean Space for Approximate Nearest Neighbor Search. CoRR abs/2409.09913 (2024) - [i9]Yongyi Yang, Core Francisco Park, Ekdeep Singh Lubana, Maya Okawa, Wei Hu, Hidenori Tanaka:
Dynamics of Concept Learning and Compositional Generalization. CoRR abs/2410.08309 (2024) - 2023
- [c140]Xirang Zhang, Yongyi Yang, P. Hendrik Pretorius, Michael A. King:
Exploring Anatomical Similarity in Cardiac-Gated Spect Images for A Deep Learning Network. ICIP 2023: 1415-1419 - [c139]Yongyi Yang, Jacob Steinhardt, Wei Hu:
Are Neurons Actually Collapsed? On the Fine-Grained Structure in Neural Representations. ICML 2023: 39453-39487 - [c138]Xirang Zhang, Yongyi Yang, P. Hendrik Pretorius, Michael A. King:
Assessment of Deep-Learning Based Motion Compensation on Detection of Perfusion Defects in Cardiac-Gated SPECT Images. ISBI 2023: 1-4 - [c137]Zhanpeng Zhou, Yongyi Yang, Xiaojiang Yang, Junchi Yan, Wei Hu:
Going Beyond Linear Mode Connectivity: The Layerwise Linear Feature Connectivity. NeurIPS 2023 - [c136]Tao Xu, Qiang Wang, Yongyi Yang, Jiaxu Meng, Yindong Wang:
End-to-End Autonomous Driving Decision-Making Solution Based on Pri-TD3. RICAI 2023: 525-529 - [i8]Yongyi Yang, Jacob Steinhardt, Wei Hu:
Are Neurons Actually Collapsed? On the Fine-Grained Structure in Neural Representations. CoRR abs/2306.17105 (2023) - [i7]Zhanpeng Zhou, Yongyi Yang, Xiaojiang Yang, Junchi Yan, Wei Hu:
Going Beyond Linear Mode Connectivity: The Layerwise Linear Feature Connectivity. CoRR abs/2307.08286 (2023) - 2022
- [c135]Yongyi Yang, Guolin Chen, Kai Xie, Xiaoxia Huang:
Statistical Maximum Flow Guarantee for Evolving Wireless Backscatter Networks. GLOBECOM 2022: 365-370 - [c134]Junchi Liu, Yongyi Yang, Miles N. Wernick, P. Hendrik Pretorius, Michael A. King:
Dose-Blind Denoising With Deep Learning in Cardiac Spect. ICIP 2022: 1666-1670 - [c133]Xirang Zhang, Álvaro Belloso, Yongyi Yang, Miles N. Wernick, P. Hendrik Pretorius, Michael A. King:
A Study of Deep Learning Networks for Motion Compensation in Cardiac Gated Spect Images. ICIP 2022: 1906-1910 - [c132]Yangkun Wang, Jiarui Jin, Weinan Zhang, Yongyi Yang, Jiuhai Chen, Quan Gan, Yong Yu, Zheng Zhang, Zengfeng Huang, David Wipf:
Why Propagate Alone? Parallel Use of Labels and Features on Graphs. ICLR 2022 - [c131]Álvaro Belloso, Xirang Zhang, Yongyi Yang, Miles N. Wernick, P. Hendrik Pretorius, Michael A. King:
A Feasibility Study of Motion Compensation for Cardiac Gated Spect Images Using a Cascaded Network. ISBI 2022: 1-4 - [c130]Hongjoon Ahn, Yongyi Yang, Quan Gan, Taesup Moon, David P. Wipf:
Descent Steps of a Relation-Aware Energy Produce Heterogeneous Graph Neural Networks. NeurIPS 2022 - [c129]Yongyi Yang, Zengfeng Huang, David P. Wipf:
Transformers from an Optimization Perspective. NeurIPS 2022 - [i6]Yongyi Yang, Zengfeng Huang, David Wipf:
Transformers from an Optimization Perspective. CoRR abs/2205.13891 (2022) - [i5]Hongjoon Ahn, Yongyi Yang, Quan Gan, David Wipf, Taesup Moon:
Descent Steps of a Relation-Aware Energy Produce Heterogeneous Graph Neural Networks. CoRR abs/2206.11081 (2022) - 2021
- [j36]Jinwei Liu, Haiying Shen, Hongmei Chi, Husnu S. Narman, Yongyi Yang, Long Cheng, Wingyan Chung:
A Low-Cost Multi-Failure Resilient Replication Scheme for High-Data Availability in Cloud Storage. IEEE/ACM Trans. Netw. 29(4): 1436-1451 (2021) - [c128]Junchi Liu, Yongyi Yang, Miles N. Wernick, P. Hendrik Pretorius, Michael A. King:
Accounting For Inter-Subject Variations in Deep Learning for Reduced-Dose Studies in Cardiac SPECT. ICIP 2021: 2913-2917 - [c127]Andoni I. Garmendia, Yongyi Yang, Chao Song, Miles N. Wernick, P. Hendrik Pretorius, Michael A. King:
A Regularized Approach For Respiratory Motion Estimation From Short-Time Projection Data Frames In Emission Tomography. ICIP 2021: 2943-2947 - [c126]Yongyi Yang, Tang Liu, Yangkun Wang, Jinjing Zhou, Quan Gan, Zhewei Wei, Zheng Zhang, Zengfeng Huang, David Wipf:
Graph Neural Networks Inspired by Classical Iterative Algorithms. ICML 2021: 11773-11783 - [c125]Juan Wang, Liang Lei, Yongyi Yang:
Deep Learning Features for Discriminating Between Benign and Malignant Microcalcification Lesions. Image Processing: Algorithms and Systems 2021 - [c124]Junchi Liu, Yongyi Yang, Miles N. Wernick, P. Hendrik Pretorius, Michael A. King:
Improving Diagnostic Accuracy Of Reduced-Dose Studies With Full-Dose Noise-To-Noise Learning In Cardiac Spect. ISBI 2021: 1173-1176 - [c123]Andoni I. Garmendia, Yongyi Yang, Chao Song, Miles N. Wernick, P. Hendrik Pretorius, Michael A. King:
Data-Driven Approach For Respiratory Motion Correction In Cardiac Spect Data. ISBI 2021: 1420-1423 - [i4]Yongyi Yang, Tang Liu, Yangkun Wang, Jinjing Zhou, Quan Gan, Zhewei Wei, Zheng Zhang, Zengfeng Huang, David Wipf:
Graph Neural Networks Inspired by Classical Iterative Algorithms. CoRR abs/2103.06064 (2021) - [i3]Yangkun Wang, Jiarui Jin, Weinan Zhang, Yongyi Yang, Jiuhai Chen, Quan Gan, Yong Yu, Zheng Zhang, Zengfeng Huang, David Wipf:
Why Propagate Alone? Parallel Use of Labels and Features on Graphs. CoRR abs/2110.07190 (2021) - [i2]Yongyi Yang, Yangkun Wang, Zengfeng Huang, David Wipf:
Implicit vs Unfolded Graph Neural Networks. CoRR abs/2111.06592 (2021) - 2020
- [j35]Albert Juan Ramon, Yongyi Yang, P. Hendrik Pretorius, Karen L. Johnson, Michael A. King, Miles N. Wernick:
Improving Diagnostic Accuracy in Low-Dose SPECT Myocardial Perfusion Imaging With Convolutional Denoising Networks. IEEE Trans. Medical Imaging 39(9): 2893-2903 (2020) - [c122]Chao Song, Yongyi Yang, Miles N. Wernick, P. Hendrik Pretorius, Michael A. King:
Low-Dose Cardiac-Gated Spect Via a Spatiotemporal Convolutional Neural Network. ISBI 2020: 814-817 - [c121]Juan Wang, Liang Lei, Yongyi Yang:
Deep Learning Features for Modeling Perceptual Similarity in Microcalcification Lesion Retrieval. ISBI 2020: 1486-1489 - [i1]Zhijing Jin, Yongyi Yang, Xipeng Qiu, Zheng Zhang:
Relation of the Relations: A New Paradigm of the Relation Extraction Problem. CoRR abs/2006.03719 (2020)
2010 – 2019
- 2019
- [j34]Juan Wang, Yongyi Yang, Bin Xia:
A Simplified Cohen's Kappa for Use in Binary Classification Data Annotation Tasks. IEEE Access 7: 164386-164397 (2019) - [j33]Albert Juan Ramon, Yongyi Yang, P. Hendrik Pretorius, Karen L. Johnson, Michael A. King, Miles N. Wernick:
Personalized Models for Injected Activity Levels in SPECT Myocardial Perfusion Imaging. IEEE Trans. Medical Imaging 38(6): 1466-1476 (2019) - [c120]Juan Wang, Yongyi Yang:
A Hierarchical Learning Approach for Detection of Clustered Microcalcifications in Mammograms. ICIP 2019: 804-808 - [c119]Chao Song, Yongyi Yang, Miles N. Wernick, P. Hendrik Pretorius, Michael A. King:
Approximate 4D Reconstruction of Cardiac-Gated Spect Images Using a Residual Convolutional Neural Network. ICIP 2019: 1262-1266 - [c118]Chao Song, Yongyi Yang, Miles N. Wernick, P. Hendrik Pretorius, Michael A. King:
Low-Dose Cardiac-Gated Spect Studies Using a Residual Convolutional Neural Network. ISBI 2019: 653-656 - [c117]María V. Sainz de Cea, Robert M. Nishikawa, Yongyi Yang:
Limiting Level of False-Positive Detections in Classification of Microcalcification Clusters in Mammograms. ISBI 2019: 1061-1064 - 2018
- [j32]Juan Wang, Yongyi Yang:
A context-sensitive deep learning approach for microcalcification detection in mammograms. Pattern Recognit. 78: 12-22 (2018) - [c116]Juan Wang, Yongyi Yang:
Context-Sensitive Deep Learning for Detection of Clustered Micro Calcifications in Mammograms. ICASSP 2018: 1000-1004 - [c115]Chao Song, Yongyi Yang, Albert J. Ramon, Miles N. Wernick, P. Hendrik Pretorius, Michael A. King:
Effect of Respiratory Motion Correction in Perfusion Spect Imaging. ICIP 2018: 1168-1172 - [c114]Antonis Mairgiotis, Lisimachos P. Kondi, Yongyi Yang:
Weak Signal Watermark Detection Through Rao-T Hypothesis and Lightweight Detection. ICIP 2018: 1698-1702 - [c113]Maria V. Sainz de Cea, Yongyi Yang, Robert M. Nishikawa:
Reducing the effect of false positives in classification of detected clustered microcalcifications. ISBI 2018: 253-256 - [c112]Chao Song, Yongyi Yang, Albert J. Ramon, Miles N. Wernick, P. Hendrik Pretorius, Michael A. King:
Improving perfusion defect detection with respiratory motion compensation in cardiac SPECT. ISBI 2018: 324-327 - 2017
- [j31]Maria V. Sainz de Cea, Robert M. Nishikawa, Yongyi Yang:
Estimating the Accuracy Level Among Individual Detections in Clustered Microcalcifications. IEEE Trans. Medical Imaging 36(5): 1162-1171 (2017) - [j30]Wenyuan Qi, Yongyi Yang, Chao Song, Miles N. Wernick, P. Hendrik Pretorius, Michael A. King:
4-D Reconstruction With Respiratory Correction for Gated Myocardial Perfusion SPECT. IEEE Trans. Medical Imaging 36(8): 1626-1635 (2017) - [c111]Antonis Mairgiotis, Lisimachos P. Kondi, Yongyi Yang:
Dct/dwt blind multiplicative watermarking through student-t distribution. ICIP 2017: 520-524 - [c110]Maria V. Sainz de Cea, Yongyi Yang:
Point process modeling for determining detection accuracy of mammographic microcalcifications. ICIP 2017: 1357-1361 - [c109]Chao Song, Yongyi Yang, Miles N. Wernick, P. Hendrik Pretorius, Michael A. King:
Reconstruction of respiratory-binned cardiac spect using a robust smoothing prior. ICIP 2017: 4123-4127 - [c108]Maria V. Sainz de Cea, Yongyi Yang:
Estimating the level of false positives in detection of microcalcifications in mammogram images. ISBI 2017: 978-981 - [c107]Chao Song, Yongyi Yang, Miles N. Wernick, P. Hendrik Pretorius, Michael A. King:
4D reconstruction of cardiac SPECT using a robust spatialtemporal prior. ISBI 2017: 1185-1188 - 2016
- [c106]Juan Wang, Yongyi Yang:
Boosted classification of breast cancer by retrieval of cases having similar disease likelihood. ICASSP 2016: 908-911 - [c105]Chao Song, Yongyi Yang, Miles N. Wernick, P. Hendrik Pretorius, Michael A. King:
Joint motion correction and image reconstruction in respiratory-gated SPECT. ICIP 2016: 2321-2324 - [c104]Juan Wang, Yongyi Yang, Robert M. Nishikawa:
Quantitative study of image features of clustered microcalcifications in for-presentation mammograms. ICIP 2016: 3404-3408 - [c103]Maria V. Sainz de Cea, Yongyi Yang:
Case-based decision strategy using outlier probability in detection of microcalcifications in mammographic lesions. ICIP 2016: 3409-3413 - [c102]Chao Song, Yongyi Yang, Miles N. Wernick, P. Hendrik Pretorius, Michael A. King:
Optimizing motion correction in reconstruction of respiratory-gated spect. ISBI 2016: 36-39 - [c101]Juan Wang, Yongyi Yang, Miles N. Wernick, Robert M. Nishikawa:
An image-retrieval aided diagnosis system for clustered microcalcifications. ISBI 2016: 1076-1079 - 2015
- [j29]Yanfeng Li, Houjin Chen, Yongyi Yang, Lin Cheng, Lin Cao:
A bilateral analysis scheme for false positive reduction in mammogram mass detection. Comput. Biol. Medicine 57: 84-95 (2015) - [c100]Juan Wang, Yongyi Yang:
Feature saliency analysis for perceptual similarity of clustered microcalcifications. ICIP 2015: 775-778 - [c99]Maria V. Sainz de Cea, Yongyi Yang:
Improving uniformity in detection performance of clustered microcalcifications in mammograms. ICIP 2015: 842-846 - [c98]Chao Song, Yongyi Yang, Wenyuan Qi, Miles N. Wernick, P. Hendrik Pretorius, Michael A. King:
4D non-local means post-filtering for cardiac gated SPECT. ICIP 2015: 1200-1204 - [c97]Maria V. Sainz de Cea, Yongyi Yang:
Case-adaptive decision rule for detection of clustered microcalcifications in mammograms. ISBI 2015: 1147-1150 - [c96]Wenyuan Qi, Yongyi Yang, Miles N. Wernick, P. Hendrik Pretorius, Michael A. King:
Compensation of acquisition variations in respiratory-gated SPECT with joint statistical reconstruction. ISBI 2015: 1192-1195 - 2014
- [c95]Juan Wang, Yongyi Yang:
Adaboost with dummy-variable modeling for reduction of false positives in detection of clustered microcalcifications. ICIP 2014: 2295-2298 - [c94]Wenyuan Qi, Yongyi Yang, Miles N. Wernick, P. Hendrik Pretorius, Michael A. King:
Reconstruction with angular compensation in respiratory-gated cardiac SPECT. ICIP 2014: 3636-3640 - [c93]Wenyuan Qi, Yongyi Yang, Miles N. Wernick, P. Hendrik Pretorius, Michael A. King:
Compensating for limited-angle effect in respiratory-gated cardiac SPECT. ISBI 2014: 1091-1094 - [c92]Juan Wang, Yongyi Yang, Miles N. Wernick, Robert M. Nishikawa:
Exploring perceptually similar cases with multi-dimensional scaling. Computer-Aided Diagnosis 2014: 90351W - [c91]Wenyuan Qi, Yongyi Yang:
Ordered spatial subsets for faster reconstruction in spect. SSIAI 2014: 5-8 - 2013
- [j28]Yanfeng Li, Houjin Chen, Yongyi Yang, Na Yang:
Pectoral muscle segmentation in mammograms based on homogenous texture and intensity deviation. Pattern Recognit. 46(3): 681-691 (2013) - [c90]Antonis Mairgiotis, Lisimachos P. Kondi, Yongyi Yang:
Locally optimum detection for additive watermarking in the DCT and DWT domains through non-Gaussian distributions. DSP 2013: 1-6 - [c89]Juan Wang, Yongyi Yang, Robert M. Nishikawa:
Reduction of false positive detection in clustered microcalcifications. ICIP 2013: 1433-1437 - [c88]Wenyuan Qi, Yongyi Yang, Miles N. Wernick, Michael A. King:
4D reconstruction for dual cardiac-respiratory gated SPECT. ICIP 2013: 2324-2328 - [c87]Juan Wang, Yongyi Yang:
Spatial density modeling for discirminating between benign and malignant microcalcification lesions. ISBI 2013: 133-136 - 2012
- [j27]Hao Jing, Yongyi Yang, Robert M. Nishikawa:
Regularization in Retrieval-Driven Classification of Clustered Microcalcifications for Breast Cancer. Int. J. Biomed. Imaging 2012: 463408:1-463408:8 (2012) - [c86]Hao Jing, Yongyi Yang:
Regularized adaptive classification based on image retrieval for clustered microcalcifications. ICIP 2012: 1169-1172 - [c85]Wenyuan Qi, Xiaofeng Niu, Yongyi Yang:
Gated cardiac SPECT using different motion models. ICIP 2012: 1657-1660 - [c84]Yan Yang, Juan Wang, Yongyi Yang:
Improving SVM classifier with prior knowledge in microcalcification detection1. ICIP 2012: 2837-2840 - [c83]Yan Yang, Juan Wang, Yongyi Yang:
Exploiting rotation invariance with SVM classifier for microcalcification detection. ISBI 2012: 590-593 - [c82]Mingwu Jin, Xiaofeng Niu, Wenyuan Qi, Yongyi Yang, Miles N. Wernick, Michael A. King:
Utility of 4D reconstruction for low-dose cardiac gated SPECT. ISBI 2012: 660-663 - [c81]Wenyuan Qi, Xiaofeng Niu, Yongyi Yang:
Effects of motion estimation methods on 4D gated cardiac SPECT reconstruction. ISBI 2012: 1020-1023 - [c80]Chang Yao, Yongyi Yang, Houjin Chen, Tao Jing, Xiaoli Hao, Hongjun Bi:
Adaptive kernel learning for detection of clustered microcalcifications in mammograms. SSIAI 2012: 5-8 - [c79]Wenyuan Qi, Xiaofeng Niu, Yongyi Yang:
Optical flow estimation in gated cardiac SPECT. SSIAI 2012: 129-132 - 2011
- [j26]Xiaofeng Niu, Yongyi Yang:
Tomographic Reconstruction of Gated Data Acquisition Using DFT Basis Functions. IEEE Trans. Image Process. 20(1): 176-185 (2011) - [c78]Xiaofeng Niu, Yongyi Yang, Miles N. Wernick:
Direct reconstruction of parametric images from cardiac gated dynamic spect data. ICIP 2011: 453-456 - [c77]Wenyuan Qi, Xiaofeng Niu, Yongyi Yang:
Effects of piecewise smoothing on cardiac SPECT reconstruction. ICIP 2011: 457-460 - [c76]Wenyuan Qi, Xiaofeng Niu, Yongyi Yang:
Total-variation regularized motion estimation in a periodic image sequence. ICIP 2011: 2697-2700 - [c75]Hao Jing, Yongyi Yang, Laura Yarusso, Robert M. Nishikawa:
Textural feature comparison between FFDM and film mammograms. ISBI 2011: 148-151 - [c74]Xiaofeng Niu, Yongyi Yang, Miles N. Wernick:
Direct parametric reconstruction of gated dynamic cardiac spect. ISBI 2011: 1268-1271 - [c73]Wenyuan Qi, Xiaofeng Niu, Yongyi Yang:
An improved periodic optical flow model for cardiac gated image reconstruction. ISBI 2011: 1276-1279 - [c72]Xiaofeng Niu, Yongyi Yang, Miles N. Wernick:
Temporal regularization in fully 5D reconstruction of cardiac gated dynamic SPECT images. ISBI 2011: 1504-1507 - [c71]Hao Jing, Yongyi Yang, Miles N. Wernick, Laura M. Yarusso, Robert M. Nishikawa:
A comparison study of textural features between FFDM and film mammogram images. Computer-Aided Diagnosis 2011: 79631M - [c70]Antonis Mairgiotis, Yongyi Yang, Lisimachos P. Kondi:
DWT-based additive image watermarking using the Student-t prior. WIFS 2011: 1-6 - 2010
- [j25]Miles N. Wernick, Yongyi Yang, Jovan G. Brankov, Grigori Yourganov, Stephen C. Strother:
Machine Learning in Medical Imaging. IEEE Signal Process. Mag. 27(4): 25-38 (2010) - [j24]Ling Li, Yongyi Yang:
Optical Flow Estimation for a Periodic Image Sequence. IEEE Trans. Image Process. 19(1): 1-10 (2010) - [j23]Yusuf Artan, Masoom A. Haider, Deanna L. Langer, Theodorus H. van der Kwast, Andrew J. Evans, Yongyi Yang, Miles N. Wernick, John Trachtenberg, Imam Samil Yetik:
Prostate Cancer Localization With Multispectral MRI Using Cost-Sensitive Support Vector Machines and Conditional Random Fields. IEEE Trans. Image Process. 19(9): 2444-2455 (2010) - [c69]Jovan G. Brankov, Thibault Marin, P. Hendrik Pretorius, Yongyi Yang, Miles N. Wernick:
Numerical observer for cardiac motion assessment. Computational Imaging 2010: 75330 - [c68]Xiaofeng Niu, Yongyi Yang, Mingwu Jin, Miles N. Wernick:
Gated dynamic image reconstruction using temporal B-splines. ICIP 2010: 625-628 - [c67]Hao Jing, Yongyi Yang:
Case-adaptive classification based on image retrieval for computer-aided diagnosis. ICIP 2010: 4333-4336 - [c66]Xiaofeng Niu, Yongyi Yang, Mingwu Jin:
Fully 5D reconstruction of gated dynamic cardiac spect images using temporal B-splines. ISBI 2010: 460-463 - [c65]Thibault Marin, Miles N. Wernick, Yongyi Yang, Jovan G. Brankov:
Motion-compensated reconstruction of gated cardiac SPECT images using a deformable mesh model. ISBI 2010: 520-523 - [c64]Thibault Marin, Miles N. Wernick, Yongyi Yang, Jovan G. Brankov:
4D reconstruction of cardiac gated SPECT images using a content-adaptive deformable mesh model. Image Processing 2010: 76230E
2000 – 2009
- 2009
- [j22]Jinshan Tang, Rangaraj M. Rangayyan, Jianhua Yao, Yongyi Yang:
Introduction to the Issue on Digital Image Processing Techniques for Oncology. IEEE J. Sel. Top. Signal Process. 3(1): 1-3 (2009) - [j21]Liyang Wei, Yongyi Yang, Miles N. Wernick, Robert M. Nishikawa:
Learning of Perceptual Similarity From Expert Readers for Mammogram Retrieval. IEEE J. Sel. Top. Signal Process. 3(1): 53-61 (2009) - [j20]Jinshan Tang, Rangaraj M. Rangayyan, Jianhua Yao, Yongyi Yang:
Digital image processing and pattern recognition techniques for the detection of cancer. Pattern Recognit. 42(6): 1015-1016 (2009) - [j19]Liyang Wei, Yongyi Yang, Robert M. Nishikawa:
Microcalcification classification assisted by content-based image retrieval for breast cancer diagnosis. Pattern Recognit. 42(6): 1126-1132 (2009) - [j18]Jinshan Tang, Rangaraj M. Rangayyan, Jun Xu, Issam El-Naqa, Yongyi Yang:
Computer-Aided Detection and Diagnosis of Breast Cancer With Mammography: Recent Advances. IEEE Trans. Inf. Technol. Biomed. 13(2): 236-251 (2009) - [j17]Xin Liu, Deanna L. Langer, Masoom A. Haider, Yongyi Yang, Miles N. Wernick, Imam Samil Yetik:
Prostate Cancer Segmentation With Simultaneous Estimation of Markov Random Field Parameters and Class. IEEE Trans. Medical Imaging 28(6): 906-915 (2009) - [j16]Jovan G. Brankov, Yongyi Yang, Liyang Wei, Issam El-Naqa, Miles N. Wernick:
Learning a Channelized Observer for Image Quality Assessment. IEEE Trans. Medical Imaging 28(7): 991-999 (2009) - [c63]Hao Jing, Yongyi Yang:
Spatial distribution modeling for detection of clustered microcalcifications. ICIP 2009: 657-660 - [c62]Xiaofeng Niu, Yongyi Yang, Miles N. Wernick:
Cardiac perfusion defect detection using gated dynamic SPECT imaging. ICIP 2009: 825-828 - [c61]Hao Jing, Yongyi Yang:
Detection of Clustered Microcalcifications Using Spatial Point Process Modeling. ISBI 2009: 81-84 - [c60]Ling Li, Xiaofeng Niu, Yongyi Yang:
A Periodic Optical Flow Model for Cardiac Gated Images. ISBI 2009: 722-725 - [c59]Xiaofeng Niu, Yongyi Yang, Miles N. Wernick:
Detectability of Perfusion Defect in Gated Dynamic Cardiac Spect Images. ISBI 2009: 923-926 - [c58]Thibault Marin, Miles N. Wernick, Yongyi Yang, Jovan G. Brankov:
Motion-compensated post-processing of gated cardiac SPECT images using a deformable mesh model. Image Processing 2009: 72592E - 2008
- [j15]Antonis Mairgiotis, Nikolas P. Galatsanos, Yongyi Yang:
New Additive Watermark Detectors Based On A Hierarchical Spatially Adaptive Image Model. IEEE Trans. Inf. Forensics Secur. 3(1): 29-37 (2008) - [c57]Yongyi Yang:
Session TA2b: Functional imaging and analysis. ACSCC 2008: 1064-1066 - [c56]Xiaofeng Niu, Yongyi Yang:
Spatio-temporal MAP reconstruction of gated cardiac images using DFT basis functions. ACSCC 2008: 1081-1085 - [c55]Jovan G. Brankov, Ricard Delgado-Gonzalo, Yongyi Yang, Mingwu Jin, Miles N. Wernick:
Progress in mesh based spatio-temporal reconstruction. Computational Imaging 2008: 68140 - [c54]Ling Li, Yongyi Yang:
Optical flow estimation for a periodic images sequence. ICIP 2008: 833-836 - [c53]Félix Renard, Yongyi Yang:
Coronary artery extraction and analysis for detection of soft plaques in MDCT images. ICIP 2008: 2248-2251 - [c52]Xiaofeng Niu, Yongyi Yang, Miles N. Wernick:
4D reconstruction of cardiac images using temporal fourier basis functions. ICIP 2008: 2944-2947 - [c51]Xiaofeng Niu, Yongyi Yang:
4D reconstruction of gated cardiac SPECT using fourier harmonics. ICME 2008: 533-536 - [c50]Félix Renard, Yongyi Yang:
Image analysis for detection of coronary artery soft plaques in MDCT images. ISBI 2008: 25-28 - [c49]Xiaofeng Niu, Yongyi Yang:
4D reconstruction for gated cardiac SPECT using Fourier basis functions. ISBI 2008: 1473-1476 - 2007
- [j14]Erwan Gravier, Yongyi Yang, Mingwu Jin:
Tomographic Reconstruction of Dynamic Cardiac Image Sequences. IEEE Trans. Image Process. 16(4): 932-942 (2007) - [j13]Ana S. Lukic, Miles N. Wernick, Yongyi Yang, Lars Kai Hansen, Konstantinos Arfanakis, Stephen C. Strother:
Effect of Spatial Alignment Transformations in PCA and ICA of Functional Neuroimages. IEEE Trans. Medical Imaging 26(8): 1058-1068 (2007) - [j12]Ana S. Lukic, Miles N. Wernick, Dimitris Tzikas, Xu Chen, Aristidis Likas, Nikolas P. Galatsanos, Yongyi Yang, E. Zhao, Stephen C. Strother:
Bayesian Kernel Methods for Analysis of Functional Neuroimages. IEEE Trans. Medical Imaging 26(12): 1613-1624 (2007) - [c48]Mingwu Jin, Yongyi Yang:
Regularized reconstruction of dynamic gated cardiac SPECT images. Computational Imaging 2007: 649805 - [c47]Yongyi Yang, Liyang Wei, Robert M. Nishikawa:
Microcalcification Classification Assisted by Content-Based Image Retrieval for Breast Cancer Diagnosis. ICIP (5) 2007: 1-4 - [c46]Mingwu Jin, Yongyi Yang, Miles N. Wernick:
Dynamic Image Reconstruction using Temporally Adaptive Regularization for Emission Tomography. ICIP (4) 2007: 141-144 - [c45]Antonis Mairgiotis, Nikolas P. Galatsanos, Yongyi Yang:
Additive Watermark Detectors Based on a New Hierarchical Spatially Adaptive Image Model. ICIP (5) 2007: 461-464 - [c44]Mingwu Jin, Yongyi Yang, Jovan G. Brankov, Miles N. Wernick, Bing Feng, Michael A. King:
Four-Dimensional Reconstruction of Gated Cardiac Spect with Attenuation and Scatter Compensation. ISBI 2007: 169-172 - [c43]Yongyi Yang, Mingwu Jin:
Adaptive Regularization Using B-Splines for Gated Dynamic Cardiac Spect. ISBI 2007: 544-547 - [c42]Liyang Wei, Yongyi Yang, Robert M. Nishikawa:
Retrieval-Driven Microcalcification Classification for Breast Cancer Diagnosis. ISBI 2007: 1260-1263 - [c41]Antonis Mairgiotis, Giannis K. Chantas, Nikolaos Galatsanos, Konstantinos Blekas, Yongyi Yang:
New Detectors for Watermarks with Unknown Power Based on Student-t Image Priors. MMSP 2007: 353-356 - 2006
- [c40]Miles N. Wernick, Jovan G. Brankov, Dean Chapman, Yongyi Yang, Gocha Khelashvili, Mark A. Anastasio, Zhong Zhong, Christopher Parham, Jun Li, Carol Muehleman:
Progress in multiple-image radiography. Computational Imaging 2006: 60650W - [c39]Miles N. Wernick, Yongyi Yang, Jovan G. Brankov, Liyang Wei, Nikolas P. Galatsanos, Issam El-Naqa:
Machine learning of human responses to images. Computational Imaging 2006: 60650S - [c38]Liyang Wei, Yongyi Yang, Robert M. Nishikawa, Miles N. Wernick:
Mammogram Retrieval by Similarity Learning from Experts. ICIP 2006: 2517-2520 - [c37]Mingwu Jin, Yongyi Yang, Miles N. Wernick, Michael A. King:
Motion-compensated dynamic image reconstruction for gated cardiac SPECT. ISBI 2006: 267-270 - [c36]Liyang Wei, Yongyi Yang, Robert M. Nishikawa, Miles N. Wernick:
Learning of perceptual similarity from expert readers for mammogram retrieval. ISBI 2006: 1356-1359 - 2005
- [j11]Ping Dong, Jovan G. Brankov, Nikolas P. Galatsanos, Yongyi Yang, Franck Davoine:
Digital watermarking robust to geometric distortions. IEEE Trans. Image Process. 14(12): 2140-2150 (2005) - [j10]Liyang Wei, Yongyi Yang, Robert M. Nishikawa, Yulei Jiang:
A study on several Machine-learning methods for classification of Malignant and benign clustered microcalcifications. IEEE Trans. Medical Imaging 24(3): 371-380 (2005) - [j9]Liyang Wei, Yongyi Yang, Robert M. Nishikawa, Miles N. Wernick, Alexandra Edwards:
Relevance vector machine for automatic detection of clustered microcalcifications. IEEE Trans. Medical Imaging 24(10): 1278-1285 (2005) - [c35]Erwan Gravier, Yongyi Yang:
Motion-compensated fully 4D reconstruction of gated cardiac sequences. Computational Imaging 2005: 305-315 - [c34]Liyang Wei, Yongyi Yang, Robert M. Nishikawa:
Relevance vector machine learning for detection of microcalcifications in mammograms. ICIP (1) 2005: 9-12 - [c33]Mingwu Jin, Yongyi Yang, Miles N. Wernick:
Reconstruction of cardiac-gated dynamic SPECT images. ICIP (3) 2005: 752-755 - [c32]Liyang Wei, Yongyi Yang, Robert M. Nishikawa:
A relevance vector machine technique for the automatic detection of clustered microcalcifications (Honorable Mention Poster Award). Image Processing 2005 - [c31]Liyang Wei, Yongyi Yang, Robert M. Nishikawa, Yulei Jiang:
A study of several CAD methods for classification of clustered microcalcifications. Image Processing 2005 - 2004
- [j8]Jovan G. Brankov, Yongyi Yang, Miles N. Wernick:
Tomographic image reconstruction based on a content-adaptive mesh model. IEEE Trans. Medical Imaging 23(2): 202-212 (2004) - [j7]Issam El-Naqa, Yongyi Yang, Nikolas P. Galatsanos, Robert M. Nishikawa, Miles N. Wernick:
A similarity learning approach to content-based image retrieval: application to digital mammography. IEEE Trans. Medical Imaging 23(10): 1233-1244 (2004) - [c30]Yongyi Yang, Erwan Gravier:
Reconstruction of image sequences using motion compensation. Computational Imaging 2004: 34-42 - [c29]Iciar Alvarez-Cascos, Yongyi Yang:
Least-squares mesh model for image compressioni. ICIP 2004: 1073-1076 - [c28]Ana S. Lukic, Miles N. Wernick, Yongyi Yang, Nikolas P. Galatsanos, Stephen C. Strother:
Reversible Jump Markov Chain Monte Carlo Signal Detection In Functional Neuroimaging Analysis. ISBI 2004: 868-871 - [c27]Issam El-Naqa, Yongyi Yang, Nikolas P. Galatsanos, Miles N. Wernick:
Mammogram Retrieval Based On Incremental Learning. ISBI 2004: 1163-1166 - 2003
- [j6]Yongyi Yang, Miles N. Wernick, Jovan G. Brankov:
A fast approach for accurate content-adaptive mesh generation. IEEE Trans. Image Process. 12(8): 866-881 (2003) - [c26]Yongyi Yang, Jovan G. Brankov, Nikolas P. Galatsanos:
Content-adaptive mesh modeling for image restoration. Computational Imaging 2003: 173-184 - [c25]Jovan G. Brankov, Yongyi Yang, Miles N. Wernick:
Accurate mesh representation of vector-valued (color) images. ICIP (1) 2003: 705-708 - [c24]Issam El-Naqa, Yongyi Yang, Nikolas P. Galatsanos, Miles N. Wernick:
Relevance feedback based on incremental learning for mammogram retrieval. ICIP (1) 2003: 729-732 - [c23]Erwan Gravier, Yongyi Yang:
Motion-compensated reconstruction of tomographic image sequences. ICIP (2) 2003: 807-810 - [c22]Jovan G. Brankov, Yongyi Yang, Nikolas P. Galatsanos:
Image restoration using content-adaptive mesh modeling. ICIP (2) 2003: 997-1000 - 2002
- [j5]Issam El-Naqa, Yongyi Yang, Miles N. Wernick, Nikolas P. Galatsanos, Robert M. Nishikawa:
A Support Vector Machine Approach for Detection of Microcalcifications. IEEE Trans. Medical Imaging 21(11): 1552-1563 (2002) - [c21]Jovan G. Brankov, Yongyi Yang, Nikolas P. Galatsanos, Miles N. Wernick:
Similarity based clustering using the expectation maximization algorithm. ICIP (1) 2002: 97-100 - [c20]Ana S. Lukic, Miles N. Wernick, Nikolas P. Galatsanos, Yongyi Yang, Stephen C. Strother:
A reversible jump Markov chain Monte Carlo algorithm for analysis of functional neuroimages. ICIP (3) 2002: 133-136 - [c19]Issam El-Naqa, Yongyi Yang, Miles N. Wernick, Nikolas P. Galatsanos:
Content-based image retrieval for digital mammography. ICIP (3) 2002: 141-144 - [c18]Ping Dong, Jovan G. Brankov, Nikolas P. Galatsanos, Yongyi Yang:
Geometric robust watermarking based on a new mesh model correction approach. ICIP (3) 2002: 493-496 - [c17]Jovan G. Brankov, Yongyi Yang, Miles N. Wernick:
Content-adaptive mesh modeling for fully-3D tomographic image reconstruction. ICIP (2) 2002: 621-624 - [c16]Jovan G. Brankov, Yongyi Yang, Miles N. Wernick:
Content-adaptive 3D mesh modeling for representation of volumetric images. ICIP (3) 2002: 849-852 - [c15]Issam El-Naqa, Yongyi Yang, Miles N. Wernick, Nikolas P. Galatsanos, Robert M. Nishikawa:
A support vector machine approach for detection of microcalcifications in mammograms. ICIP (2) 2002: 953-956 - [c14]Miles N. Wernick, Oliver Wirjadi, Dean Chapman, Oral Oltulu, Zhong Zhong, Yongyi Yang:
Preliminary investigation of a multiple-image radiography method. ISBI 2002: 129-132 - [c13]Issam El-Naqa, Yongyi Yang, Miles N. Wernick, Nikolas P. Galatsanos, Robert M. Nishikawa:
Support vector machine learning for detection of microcalcifications in mammograms. ISBI 2002: 201-204 - [c12]Jovan G. Brankov, Yongyi Yang, Richard M. Leahy, Miles N. Wernick:
Multi-modality tomographic image reconstruction using mesh modeling. ISBI 2002: 405-408 - 2001
- [c11]Khalil C. Haddad, Yongyi Yang, Nikolas P. Galatsanos, Henry Stark:
Allpass filter design using projection-based method under group delay constraints. ICASSP 2001: 3833-3836 - [c10]Jovan G. Brankov, Yongyi Yang, Miles N. Wernick:
Tomographic image reconstruction using content-adaptive mesh modeling. ICIP (1) 2001: 690-693 - [c9]Jovan G. Brankov, Yongyi Yang, Miles N. Wernick:
A fast algorithm for accurate content-adaptive mesh generation. ICIP (3) 2001: 868-871 - 2000
- [c8]Jongmin Lee, Yongyi Yang, Miles N. Wernick:
A New Approach for Image-Content Adaptive Mesh Generation. ICIP 2000: 256-259 - [c7]Issam El-Naqa, Miles N. Wernick, Yongyi Yang, Nikolas P. Galatsanos:
Image Retrieval Based on Similarity Learning. ICIP 2000: 722-725
1990 – 1999
- 1998
- [c6]Yongyi Yang, Mungi Choi, Nikolas P. Galatsanos:
New Results on Multichannel Regularized Recovery of Compressed Video. ICIP (1) 1998: 391-395 - 1997
- [j4]Yongyi Yang, Nikolas P. Galatsanos:
Removal of compression artifacts using projections onto convex sets and line process modeling. IEEE Trans. Image Process. 6(10): 1345-1357 (1997) - [c5]Mungi Choi, Yongyi Yang, Nikolas P. Galatsanos:
Regularized Multichannel Recovery of Compressed Video. ICIP (1) 1997: 271-274 - 1995
- [j3]Yongyi Yang, Nikolas P. Galatsanos, Aggelos K. Katsaggelos:
Projection-based spatially adaptive reconstruction of block-transform compressed images. IEEE Trans. Image Process. 5(7): 896-908 (1995) - 1994
- [c4]Yongyi Yang, Henry Stark, Nikolas P. Galatsanos:
Gradient-Projection Blind Deconvolution. ICIP (3) 1994: 192-196 - [c3]Yongyi Yang, Nikolas P. Galatsanos:
Edge-Preserving Reconstruction of Compressed Images Using Projections and a Divide-and-Conquer Strategy. ICIP (2) 1994: 535-539 - 1993
- [j2]Yongyi Yang, Nikolas P. Galatsanos, Aggelos K. Katsaggelos:
Regularized reconstruction to reduce blocking artifacts of block discrete cosine transform compressed images. IEEE Trans. Circuits Syst. Video Technol. 3(6): 421-432 (1993) - [c2]Yongyi Yang, Nikolas P. Galatsanos, Aggelos K. Katsaggelos:
Iterative projection algorithms for removing the blocking artifacts of block-DCT compressed images. ICASSP (5) 1993: 405-408 - [c1]Yongyi Yang, Nikolas P. Galatsanos, Aggelos K. Katsaggelos:
Regularized reconstruction to remove blocking artifacts from block discrete cosine transform compressed images. VCIP 1993 - 1990
- [j1]Jingtang Wu, Yongyi Yang:
The dynamics of a non-linear discrete oscillator. Int. J. Circuit Theory Appl. 18(1): 23-32 (1990)
Coauthor Index
Maria V. Sainz de Cea
aka: María V. Sainz de Cea
aka: María V. Sainz de Cea
Nikolas P. Galatsanos
aka: Nikolaos Galatsanos
aka: Nikolaos Galatsanos
[c134] [c133] [c131] [c128] [c127] [c124] [c123] [j35] [c122] [j33] [c119] [c118] [c115] [c112] [j30] [c109] [c107] [c105] [c102] [c101] [c98] [c96] [c94] [c93] [c92] [c88] [c82] [c78] [c74] [c72] [c71] [j25] [j23] [c69] [c68] [c65] [c64] [j21] [j17] [j16] [c62] [c59] [c58] [c55] [c52] [j13] [j12] [c46] [c44] [c40] [c39] [c38] [c37] [c36] [j9] [c33] [j8] [j7] [c28] [c27] [j6] [c25] [c24] [j5] [c21] [c20] [c19] [c17] [c16] [c15] [c14] [c13] [c12] [c10] [c9] [c8] [c7]
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