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2020 – today
- 2024
[j13]Ken C. L. Wong
, Satyananda Kashyap, Mehdi Moradi:
Basis scaling and double pruning for efficient inference in network-based transfer learning. Pattern Recognit. Lett. 177: 1-6 (2024)- [i20]Satyananda Kashyap, Niharika Shimona D'Souza, Luyao Shi, Ken C. L. Wong, Hongzhi Wang, Tanveer F. Syeda-Mahmood:
Modern Hopfield Networks meet Encoded Neural Representations - Addressing Practical Considerations. CoRR abs/2409.16408 (2024) - 2023
- [c55]Ken C. L. Wong, Levente J. Klein, Ademir Ferreira da Silva, Hongzhi Wang, Jitendra Singh, Tanveer F. Syeda-Mahmood:
Image-Based Soil Organic Carbon Remote Sensing from Satellite Images with Fourier Neural Operator and Structural Similarity. IGARSS 2023: 1305-1308 - [c54]Ademir Ferreira da Silva, Maciel Zortea, Alexandre Alkmim Chamon, Levente J. Klein, Ken C. L. Wong, Hongzhi Wang, Jitendra Singh:
Comparison of Biome-Specific AI Models to Estimate Biomass. IGARSS 2023: 1313-1316 - [c53]Ken C. L. Wong, Hongzhi Wang, Tanveer F. Syeda-Mahmood:
FNOSeg3D: Resolution-Robust 3D Image Segmentation with Fourier Neural Operator. ISBI 2023: 1-5 - [c52]Ken C. L. Wong, Hongzhi Wang, Tanveer F. Syeda-Mahmood:
HartleyMHA: Self-attention in Frequency Domain for Resolution-Robust and Parameter-Efficient 3D Image Segmentation. MICCAI (4) 2023: 364-373 - [i19]Ken C. L. Wong, Hongzhi Wang, Tanveer F. Syeda-Mahmood:
FNOSeg3D: Resolution-Robust 3D Image Segmentation with Fourier Neural Operator. CoRR abs/2310.03872 (2023) - [i18]Ken C. L. Wong, Hongzhi Wang, Tanveer F. Syeda-Mahmood:
HartleyMHA: Self-Attention in Frequency Domain for Resolution-Robust and Parameter-Efficient 3D Image Segmentation. CoRR abs/2310.04466 (2023) - [i17]Ken C. L. Wong, Levente J. Klein, Ademir Ferreira da Silva, Hongzhi Wang, Jitendra Singh, Tanveer F. Syeda-Mahmood:
Image-Based Soil Organic Carbon Remote Sensing from Satellite Images with Fourier Neural Operator and Structural Similarity. CoRR abs/2311.13016 (2023) - 2022
- [c51]Ademir Ferreira da Silva, Juan Nathaniel, Ken C. L. Wong, Campbell D. Watson, Hongzhi Wang, Jitendra Singh, Alexandre Alkmim Chamon, Levente J. Klein:
NetZeroCO2, an AI framework for accelerated nature-based carbon sequestration. IEEE Big Data 2022: 4881-4887 - [c50]Ken C. L. Wong, Mehdi Moradi:
3D Segmentation with Fully Trainable Gabor Kernels and Pearson's Correlation Coefficient. MLMI@MICCAI 2022: 53-61 - [i16]Ken C. L. Wong, Mehdi Moradi:
3D Segmentation with Fully Trainable Gabor Kernels and Pearson's Correlation Coefficient. CoRR abs/2201.03644 (2022) - 2021
- [c49]Ken C. L. Wong, Satyananda Kashyap, Mehdi Moradi:
Channel Scaling: A Scale-And-Select Approach For Transfer Learning. ISBI 2021: 807-811 - [c48]Ken C. L. Wong, Elena S. Sinkovskaya, Alfred Z. Abuhamad, Tanveer F. Syeda-Mahmood:
Multiview and multiclass image segmentation using deep learning in fetal echocardiography. Computer-Aided Diagnosis 2021 - [i15]Ken C. L. Wong, Satyananda Kashyap, Mehdi Moradi:
Channel Scaling: A Scale-and-Select Approach for Transfer Learning. CoRR abs/2103.12228 (2021) - [i14]Ken C. L. Wong, Elena S. Sinkovskaya, Alfred Z. Abuhamad, Tanveer F. Syeda-Mahmood:
Multiview and Multiclass Image Segmentation using Deep Learning in Fetal Echocardiography. CoRR abs/2103.12245 (2021) - [i13]Ken C. L. Wong, Satyananda Kashyap, Mehdi Moradi:
Basis Scaling and Double Pruning for Efficient Transfer Learning. CoRR abs/2108.02893 (2021) - [i12]Ken C. L. Wong, Hongzhi Wang, Etienne E. Vos, Bianca Zadrozny, Campbell D. Watson, Tanveer F. Syeda-Mahmood:
Addressing Deep Learning Model Uncertainty in Long-Range Climate Forecasting with Late Fusion. CoRR abs/2112.05254 (2021) - 2020
- [c47]Ashutosh Jadhav, Ken C. L. Wong, Joy T. Wu, Mehdi Moradi, Tanveer F. Syeda-Mahmood:
Combining Deep Learning and Knowledge-driven Reasoning for Chest X-Ray Findings Detection. AMIA 2020 - [c46]Tanveer F. Syeda-Mahmood, Ken C. L. Wong, Joy T. Wu, Ashutosh Jadhav, Orest B. Boyko:
Extracting and Learning Fine-grained Labels from Chest Radiographs. AMIA 2020 - [c45]Satyananda Kashyap, Alexandros Karargyris, Joy T. Wu, Yaniv Gur, Arjun Sharma, Ken C. L. Wong, Mehdi Moradi, Tanveer F. Syeda-Mahmood:
Looking in the Right Place for Anomalies: Explainable Ai Through Automatic Location Learning. ISBI 2020: 1125-1129 - [c44]Ken C. L. Wong, Mehdi Moradi, Joy T. Wu, Anup Pillai, Arjun Sharma, Yaniv Gur, Hassan M. Ahmad, Minnekanti Sunil Chowdary, Chiranjeevi J, Kiran Kumar Reddy Polaka, Venkateswar Wunnava, D. C. Reddy, Tanveer F. Syeda-Mahmood:
A Robust Network Architecture to Detect Normal Chest X-Ray Radiographs. ISBI 2020: 1851-1855 - [c43]Mehdi Moradi, Ken C. L. Wong, Alexandros Karargyris, Tanveer F. Syeda-Mahmood:
Quality controlled segmentation to aid disease detection. Computer-Aided Diagnosis 2020 - [c42]Tanveer F. Syeda-Mahmood, Ken C. L. Wong, Yaniv Gur, Joy T. Wu, Ashutosh Jadhav, Satyananda Kashyap, Alexandros Karargyris, Anup Pillai, Arjun Sharma, Ali Bin Syed, Orest B. Boyko, Mehdi Moradi:
Chest X-Ray Report Generation Through Fine-Grained Label Learning. MICCAI (2) 2020: 561-571 - [i11]Tanveer F. Syeda-Mahmood, Ken C. L. Wong, Yaniv Gur, Joy T. Wu, Ashutosh Jadhav, Satyananda Kashyap, Alexandros Karargyris, Anup Pillai, Arjun Sharma, Ali Bin Syed, Orest B. Boyko, Mehdi Moradi:
Chest X-ray Report Generation through Fine-Grained Label Learning. CoRR abs/2007.13831 (2020) - [i10]Satyananda Kashyap, Alexandros Karargyris, Joy T. Wu, Yaniv Gur, Arjun Sharma, Ken C. L. Wong, Mehdi Moradi, Tanveer F. Syeda-Mahmood:
Looking in the Right place for Anomalies: Explainable AI through Automatic Location Learning. CoRR abs/2008.00363 (2020) - [i9]Tanveer F. Syeda-Mahmood, Ken C. L. Wong, Joy T. Wu, Ashutosh Jadhav, Orest B. Boyko:
Extracting and Learning Fine-Grained Labels from Chest Radiographs. CoRR abs/2011.09517 (2020)
2010 – 2019
- 2019
- [c41]Tanveer F. Syeda-Mahmood, Hassan M. Ahmad, Nadeem Ansari, Yaniv Gur, Satyananda Kashyap, Alexandros Karargyris, Mehdi Moradi, Anup Pillai, K. Seshadhri, Weiting Wang, Ken C. L. Wong, Joy T. Wu:
Building a Benchmark Dataset and Classifiers for Sentence-Level Findings in AP Chest X-Rays. ISBI 2019: 863-867 - [c40]Alexandros Karargyris, Ken C. L. Wong, Joy T. Wu, Mehdi Moradi, Tanveer F. Syeda-Mahmood:
Boosting the Rule-Out Accuracy of Deep Disease Detection Using Class Weight Modifiers. ISBI 2019: 877-881 - [c39]Ken C. L. Wong, Mehdi Moradi, Joy T. Wu, Tanveer F. Syeda-Mahmood:
Identifying disease-free chest x-ray images with deep transfer learning. Computer-Aided Diagnosis 2019: 109500P - [c38]Ken C. L. Wong, Mehdi Moradi:
SegNAS3D: Network Architecture Search with Derivative-Free Global Optimization for 3D Image Segmentation. MICCAI (3) 2019: 393-401 - [c37]Vaishnavi Subramanian, Hongzhi Wang, Joy T. Wu, Ken C. L. Wong, Arjun Sharma, Tanveer F. Syeda-Mahmood:
Automated Detection and Type Classification of Central Venous Catheters in Chest X-Rays. MICCAI (6) 2019: 522-530 - [c36]Chinyere Agunwa, Mehdi Moradi, Ken C. L. Wong, Tanveer F. Syeda-Mahmood:
Body part and imaging modality classification for a general radiology cognitive assistant. Image Processing 2019: 1094910 - [i8]Ken C. L. Wong, Mehdi Moradi, Joy T. Wu, Tanveer F. Syeda-Mahmood:
Identifying disease-free chest X-ray images with deep transfer learning. CoRR abs/1904.01654 (2019) - [i7]Tanveer F. Syeda-Mahmood, Hassan M. Ahmad, Nadeem Ansari, Yaniv Gur, Satyananda Kashyap, Alexandros Karargyris, Mehdi Moradi, Anup Pillai, Karthik Sheshadri, Weiting Wang, Ken C. L. Wong, Joy T. Wu:
Building a Benchmark Dataset and Classifiers for Sentence-Level Findings in AP Chest X-rays. CoRR abs/1906.09336 (2019) - [i6]Alexandros Karargyris, Ken C. L. Wong, Joy T. Wu, Mehdi Moradi, Tanveer F. Syeda-Mahmood:
Boosting the rule-out accuracy of deep disease detection using class weight modifiers. CoRR abs/1906.09354 (2019) - [i5]Vaishnavi Subramanian, Hongzhi Wang, Joy T. Wu, Ken C. L. Wong, Arjun Sharma, Tanveer F. Syeda-Mahmood:
Automated Detection and Type Classification of Central Venous Catheters in Chest X-Rays. CoRR abs/1907.01656 (2019) - [i4]Ken C. L. Wong, Mehdi Moradi:
SegNAS3D: Network Architecture Search with Derivative-Free Global Optimization for 3D Image Segmentation. CoRR abs/1909.05962 (2019) - 2018
- [j12]Ken C. L. Wong, Tanveer F. Syeda-Mahmood, Mehdi Moradi:
Building medical image classifiers with very limited data using segmentation networks. Medical Image Anal. 49: 105-116 (2018) - [c35]Hui Tang, Mehdi Moradi, Ken C. L. Wong, Hongzhi Wang, Ahmed El Harouni, Tanveer F. Syeda-Mahmood:
Integrating Deformable Modeling with 3D Deep Neural Network Segmentation. DLMIA/ML-CDS@MICCAI 2018: 377-384 - [c34]Ken C. L. Wong, Mehdi Moradi, Hui Tang, Tanveer F. Syeda-Mahmood:
3D Segmentation with Exponential Logarithmic Loss for Highly Unbalanced Object Sizes. MICCAI (3) 2018: 612-619 - [i3]Ken C. L. Wong, Alexandros Karargyris, Tanveer F. Syeda-Mahmood, Mehdi Moradi:
Building Disease Detection Algorithms with Very Small Numbers of Positive Samples. CoRR abs/1805.02730 (2018) - [i2]Ken C. L. Wong, Tanveer F. Syeda-Mahmood, Mehdi Moradi:
Building medical image classifiers with very limited data using segmentation networks. CoRR abs/1808.05205 (2018) - [i1]Ken C. L. Wong, Mehdi Moradi, Hui Tang, Tanveer Fathima Syeda-Mahmood:
3D Segmentation with Exponential Logarithmic Loss for Highly Unbalanced Object Sizes. CoRR abs/1809.00076 (2018) - 2017
- [j11]Ken C. L. Wong, Ronald M. Summers, Electron Kebebew, Jianhua Yao:
Pancreatic Tumor Growth Prediction With Elastic-Growth Decomposition, Image-Derived Motion, and FDM-FEM Coupling. IEEE Trans. Medical Imaging 36(1): 111-123 (2017) - [c33]Ken C. L. Wong, Alexandros Karargyris, Tanveer F. Syeda-Mahmood, Mehdi Moradi:
Building Disease Detection Algorithms with Very Small Numbers of Positive Samples. MICCAI (3) 2017: 471-479 - 2016
- [j10]Ken C. L. Wong, Michael Tee, Marcus Chen, David A. Bluemke, Ronald M. Summers, Jianhua Yao:
Regional infarction identification from cardiac CT images: a computer-aided biomechanical approach. Int. J. Comput. Assist. Radiol. Surg. 11(9): 1573-1583 (2016) - 2015
- [j9]Ken C. L. Wong, Ronald M. Summers, Electron Kebebew, Jianhua Yao:
Tumor growth prediction with reaction-diffusion and hyperelastic biomechanical model by physiological data fusion. Medical Image Anal. 25(1): 72-85 (2015) - [c32]Ken C. L. Wong, Ronald M. Summers, Electron Kebebew, Jianhua Yao:
Pancreatic Tumor Growth Prediction with Multiplicative Growth and Image-Derived Motion. IPMI 2015: 501-513 - [c31]Ken C. L. Wong, Michael Tee, Marcus Chen, David A. Bluemke, Ronald M. Summers, Jianhua Yao:
Myocardial strain estimation from CT: towards computer-aided diagnosis on infarction identification. Computer-Aided Diagnosis 2015: 941434 - [c30]Ken C. L. Wong, Michael Tee, Marcus Chen, David A. Bluemke, Ronald M. Summers, Jianhua Yao:
Computer-Aided Infarction Identification from Cardiac CT Images: A Biomechanical Approach with SVM. MICCAI (2) 2015: 144-151 - 2014
- [c29]Ken C. L. Wong, Ronald M. Summers, Electron Kebebew, Jianhua Yao:
Tumor Growth Prediction with Hyperelastic Biomechanical Model, Physiological Data Fusion, and Nonlinear Optimization. MICCAI (2) 2014: 25-32 - 2013
- [j8]Linwei Wang, Fady Dawoud, Sai Kit Yeung, Pengcheng Shi, Ken C. L. Wong, Huafeng Liu, Albert C. Lardo:
Transmural Imaging of Ventricular Action Potentials and Post-Infarction Scars in Swine Hearts. IEEE Trans. Medical Imaging 32(4): 731-747 (2013) - [c28]Ken C. L. Wong, Maxime Sermesant, Jatin Relan, Kawal S. Rhode, Matthew Ginks, C. Aldo Rinaldi, Reza Razavi, Hervé Delingette, Nicholas Ayache:
Velocity-Based Cardiac Contractility Personalization with Derivative-Free Optimization. STACOM 2013: 228-235 - 2012
- [j7]Herve Delingette, Florence Billet, Ken C. L. Wong, Maxime Sermesant, Kawal S. Rhode, Matthew Ginks, C. Aldo Rinaldi, Reza Razavi, Nicholas Ayache:
Personalization of Cardiac Motion and Contractility From Images Using Variational Data Assimilation. IEEE Trans. Biomed. Eng. 59(1): 20-24 (2012) - [c27]Oscar Camara, Maxime Sermesant, Pablo Lamata, Linwei Wang, Mihaela Pop, Jatin Relan, Mathieu De Craene, Hervé Delingette, Huafeng Liu, Steven A. Niederer, Ali Pashaei, Gernot Plank, Daniel Romero, Rafael Sebastián, Ken C. L. Wong, Heye Zhang, Nicholas Ayache, Alejandro F. Frangi, Pengcheng Shi, Nic Smith, Graham A. Wright:
Integration of different cardiac electrophysiological models into a single simulation pipeline. ISBI 2012: 1429 - [c26]Hongda Mao, Linwei Wang, Ken C. L. Wong, Huafeng Liu, Pengcheng Shi:
Towards integrated noninvasive personalization of cardiac electromechanics. ISBI 2012: 1430-1433 - [c25]Ken C. L. Wong, Jatin Relan, Linwei Wang, Maxime Sermesant, Hervé Delingette, Nicholas Ayache, Pengcheng Shi:
Strain-Based Regional Nonlinear Cardiac Material Properties Estimation from Medical Images. MICCAI (1) 2012: 617-624 - 2011
- [j6]Linwei Wang, Ken C. L. Wong, Heye Zhang, Huafeng Liu, Pengcheng Shi:
Noninvasive Computational Imaging of Cardiac Electrophysiology for 3-D Infarct. IEEE Trans. Biomed. Eng. 58(4): 1033-1043 (2011) - [j5]Ken C. L. Wong, Linwei Wang, Heye Zhang, Huafeng Liu, Pengcheng Shi:
Physiological Fusion of Functional and Structural Images for Cardiac Deformation Recovery. IEEE Trans. Medical Imaging 30(4): 990-1000 (2011) - [c24]Linwei Wang, Fady Dawoud, Ken C. L. Wong, Heye Zhang, Huafeng Liu, Albert C. Lardo, Pengcheng Shi:
Transmural Electrophysiologic and Scar Imaging on Porcine Heart with Chronic Infarction. STACOM 2011: 23-32 - [c23]Hongda Mao, Linwei Wang, Ken C. L. Wong, Huafeng Liu, Pengcheng Shi:
Volumetric Modeling Electromechanics of the Heart. STACOM 2011: 224-233 - [c22]Ken C. L. Wong, Linwei Wang, Huafeng Liu, Pengcheng Shi:
A Comparative Study of Physiological Models on Cardiac Deformation Recovery: Effects of Biomechanical Constraints. MICCAI (1) 2011: 420-427 - 2010
- [j4]Ken C. L. Wong, Linwei Wang, Heye Zhang, Huafeng Liu, Pengcheng Shi:
Meshfree implementation of individualized active cardiac dynamics. Comput. Medical Imaging Graph. 34(1): 91-103 (2010) - [j3]Linwei Wang, Heye Zhang, Ken C. L. Wong, Huafeng Liu, Pengcheng Shi:
Physiological-Model-Constrained Noninvasive Reconstruction of Volumetric Myocardial Transmembrane Potentials. IEEE Trans. Biomed. Eng. 57(2): 296-315 (2010) - [c21]Ken C. L. Wong, Linwei Wang, Heye Zhang, Pengcheng Shi:
Computational complexity reduction via mode superposition: Application to biomechanics-based nonlinear cardiac deformation recovery. ICIP 2010: 4417-4420 - [c20]Ken C. L. Wong, Florence Billet, Tommaso Mansi, Radomír Chabiniok, Maxime Sermesant, Hervé Delingette, Nicholas Ayache:
Cardiac Motion Estimation Using a ProActive Deformable Model: Evaluation and Sensitivity Analysis. STACOM/CESC 2010: 154-163 - [c19]Ken C. L. Wong, Linwei Wang, Heye Zhang, Pengcheng Shi:
Physiological Fusion of Functional and Structural Data for Cardiac Deformation Recovery. MICCAI (1) 2010: 159-166 - [c18]Linwei Wang, Ken C. L. Wong, Heye Zhang, Huafeng Liu, Pengcheng Shi:
How Much Geometrical Detail Do We Need in Cardiac Electrophysiological Imaging? A Generic Heart-Torso Representation for Fast Subject-Specific Customization. STACOM/CESC 2010: 232-241 - [c17]Linwei Wang, Ken C. L. Wong, Heye Zhang, Huafeng Liu, Pengcheng Shi:
A Statistical Physiological-Model-Constrained Framework for Computational Imaging of Subject-Specific Volumetric Cardiac Electrophysiology Using Optical Imaging and MRI Data. STACOM/CESC 2010: 261-269
2000 – 2009
- 2009
- [j2]Linwei Wang, Heye Zhang, Ken C. L. Wong, Huafeng Liu, Pengcheng Shi:
Electrocardiographic simulation on personalised heart-torso structures using coupled meshfree-BEM platform. Int. J. Funct. Informatics Pers. Medicine 2(2): 175-200 (2009) - [j1]Ken C. L. Wong, Linwei Wang, Heye Zhang, Huafeng Liu, Pengcheng Shi:
Computational Complexity Reduction for Volumetric Cardiac Deformation Recovery. J. Signal Process. Syst. 55(1-3): 281-296 (2009) - [c16]Linwei Wang, Heye Zhang, Ken C. L. Wong, Huafeng Liu, Pengcheng Shi:
Noninvasive volumetric imaging of cardiac electrophysiology. CVPR 2009: 2176-2183 - [c15]Linwei Wang, Ken C. L. Wong, Heye Zhang, Pengcheng Shi:
Electrocardiographic Simulation on Coupled Meshfree-BEM Platform. FIMH 2009: 162-171 - [c14]Ken C. L. Wong, Linwei Wang, Pengcheng Shi:
Active Model with Orthotropic Hyperelastic Material for Cardiac Image Analysis. FIMH 2009: 229-238 - [c13]Linwei Wang, Heye Zhang, Ken C. L. Wong, Pengcheng Shi:
A reduced-rank square root filtering framework for noninvasive functional imaging of volumetric cardiac electrical activity. ICASSP 2009: 533-536 - [c12]Ken C. L. Wong, Linwei Wang, Heye Zhang, Pengcheng Shi:
Nonlinear cardiac deformation recovery from medical images. ICIP 2009: 2513-2516 - [c11]Linwei Wang, Heye Zhang, Ken C. L. Wong, Huafeng Liu, Pengcheng Shi:
Noninvasive Imaging of Electrophysiological Substrates in Post Myocardial Infarction. MICCAI (1) 2009: 732-740 - 2008
- [c10]Linwei Wang, Ken C. L. Wong, Heye Zhang, Pengcheng Shi:
Dynamic structural-image-guided noninvasive volumetric cardiac electrophysiological mapping. ICIP 2008: 1428-1431 - [c9]Ken C. L. Wong, Linwei Wang, Heye Zhang, Huafeng Liu, Pengcheng Shi:
Simulation of Active Cardiac Electromechanical Dynamics. MIAR 2008: 60-69 - [c8]Linwei Wang, Heye Zhang, Ken C. L. Wong, Pengcheng Shi:
Coupled Meshfree-BEM Platform for Electrocardiographic Simulation: Modeling and Validations. MIAR 2008: 98-107 - [c7]Linwei Wang, Ken C. L. Wong, Heye Zhang, Pengcheng Shi:
Noninvasive Functional Imaging of Volumetric Cardiac Electrical Activity: A Human Study on Myocardial Infarction. MICCAI (1) 2008: 1042-1050 - 2007
- [c6]Linwei Wang, Heye Zhang, Ken C. L. Wong, Huafeng Liu, Pengcheng Shi:
Noninvasive Imaging of 3d Cardiac Electrophysiology. ISBI 2007: 632-635 - [c5]Ken C. L. Wong, Linwei Wang, Heye Zhang, Huafeng Liu, Pengcheng Shi:
Integrating Functional and Structural Images for Simultaneous Cardiac Segmentation and Deformation Recovery. MICCAI (1) 2007: 270-277 - 2006
- [c4]Ken C. L. Wong, Heye Zhang, Huafeng Liu, Pengcheng Shi:
Physiome Model Based State-Space Framework for Cardiac Kinematics Recovery. MICCAI (1) 2006: 720-727 - 2004
- [c3]Ken C. L. Wong, Huafeng Liu, Albert J. Sinusas, Pengcheng Shi:
Multiframe nonrigid motion analysis with anisotropic spatial constraints: applications to cardiac image analysis *. ICIP 2004: 131-134 - [c2]Pengcheng Shi, Huafeng Liu, Alexandra L. N. Wong, Ken C. L. Wong, Albert J. Sinusas:
Meshfree Cardiac Motion Analysis Using Composite Material Model and Total Lagrangian Formulation. ISBI 2004: 464-467 - [c1]Ken C. L. Wong, Pengcheng Shi:
Finite Deformation Guided Nonlinear Filtering for Multiframe Cardiac Motion Analysis. MICCAI (1) 2004: 895-902
Coauthor Index
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