Position Paper: Artificial Intelligence in Medical Image Analysis: Advances, Clinical Translation, and Emerging Frontiers.

Ken C. L. Wong

Andreas S. Panayides Hao Chen 0011 Nenad D. Filipovic Tijana Geroski Junlin Hou Karim Lekadir Kostas Marias George K. Matsopoulos Giorgos Papanastasiou Pinaki Sarder Georgia D. Tourassi Sotirios A. Tsaftaris Huazhu Fu Efthyvoulos C. Kyriacou Christos P. Loizou Michalis E. Zervakis Joel H. Saltz Farah E. Shamout Ken C. L. Wong Jianhua Yao 0001 Amir A. Amini Dimitrios I. Fotiadis Constantinos S. Pattichis Marios S. Pattichis Position Paper: Artificial Intelligence in Medical Image Analysis: Advances, Clinical Translation, and Emerging Frontiers. 2026 February 1187-1202 30 IEEE J. Biomed. Health Informatics 2 https://doi.org/10.1109/JBHI.2025.3649496 db/journals/titb/titb30.html#PanayidesCFGHLMMPSTTFKL26 streams/journals/titb

Ken C. L. Wong Hongzhi Wang 0002 Tanveer F. Syeda-Mahmood HNOSeg-XS: Extremely Small Hartley Neural Operator for Efficient and Resolution-Robust 3D Image Segmentation. 2026 March 870-880 45 IEEE Trans. Medical Imaging 3 https://doi.org/10.1109/TMI.2025.3588458 db/journals/tmi/tmi45.html#WongWS26 streams/journals/tmi

Priyadarshini Tamilselvan Gregory Bramble Sola Shirai Ken C. L. Wong Md. Faisal Mahbub Chowdhury Horst Samulowitz Agentic Control Center for Data Product Optimization. 2026 March abs/2603.10133 CoRR https://doi.org/10.48550/arXiv.2603.10133 db/journals/corr/corr2603.html#abs-2603-10133 streams/journals/corr

Priyadarshini Tamilselvan Gregory Bramble Sola Shirai Ken C. L. Wong Md. Faisal Mahbub Chowdhury Horst Samulowitz Agentic Control Center for Data Product Optimization. ICDM (Workshops) 2025 2581-2584 conf/icdm/2025w https://doi.org/10.1109/ICDMW69685.2025.00328 db/conf/icdm/icdm2025w.html#TamilselvanBSWCS25 streams/conf/icdm Razi Mahmood Diego Machado Reyes Joy T. Wu Parisa Kaviani Ken C. L. Wong Niharika D'Souza Mannudeep K. Kalra Ge Wang 0001 Pingkun Yan Tanveer F. Syeda-Mahmood Phrase-Grounded Fact-Checking for Automatically Generated Chest X-Ray Reports. 441-452 2025 MICCAI (7) https://doi.org/10.1007/978-3-032-04981-0_42 conf/miccai/2025-7 db/conf/miccai/miccai2025-7.html#MahmoodRWKWDKWYS25 streams/conf/miccai Satyananda Kashyap Niharika S. D'Souza Luyao Shi Ken C. L. Wong Hongzhi Wang 0002 Tanveer F. Syeda-Mahmood Modern Hopfield Networks meet Encoded Neural Representations - Addressing Practical Considerations. 115-127 2025 UniReps https://proceedings.mlr.press/v285/kashyap24a.html conf/unireps/2025 db/conf/unireps/unireps2025.html#KashyapDSWWS25 streams/conf/unireps

Ken C. L. Wong Hongzhi Wang 0002 Tanveer F. Syeda-Mahmood HNOSeg-XS: Extremely Small Hartley Neural Operator for Efficient and Resolution-Robust 3D Image Segmentation. 2025 July abs/2507.08205 CoRR https://doi.org/10.48550/arXiv.2507.08205 db/journals/corr/corr2507.html#abs-2507-08205 streams/journals/corr

Razi Mahmood Diego Machado Reyes Joy T. Wu Parisa Kaviani Ken C. L. Wong Niharika D'Souza Mannudeep K. Kalra Ge Wang 0001 Pingkun Yan Tanveer F. Syeda-Mahmood Phrase-grounded Fact-checking for Automatically Generated Chest X-ray Reports. 2025 September abs/2509.21356 CoRR https://doi.org/10.48550/arXiv.2509.21356 db/journals/corr/corr2509.html#abs-2509-21356 streams/journals/corr

Ken C. L. Wong Satyananda Kashyap Mehdi Moradi Basis scaling and double pruning for efficient inference in network-based transfer learning. 1-6 2024 January 177 Pattern Recognit. Lett. https://doi.org/10.1016/j.patrec.2023.11.026 db/journals/prl/prl177.html#WongKM24

Satyananda Kashyap Niharika Shimona D'Souza Luyao Shi Ken C. L. Wong Hongzhi Wang 0002 Tanveer F. Syeda-Mahmood Modern Hopfield Networks meet Encoded Neural Representations - Addressing Practical Considerations. 2024 abs/2409.16408 CoRR https://doi.org/10.48550/arXiv.2409.16408 db/journals/corr/corr2409.html#abs-2409-16408 streams/journals/corr

Razi Mahmood Ken C. L. Wong Diego Machado Reyes Niharika D'Souza Luyao Shi Joy T. Wu Parisa Kaviani Mannudeep K. Kalra Ge Wang 0001 Pingkun Yan Pingkun Syeda-Mahmood Anatomically-Grounded Fact Checking of Automated Chest X-ray Reports. 2024 abs/2412.02177 CoRR https://doi.org/10.48550/arXiv.2412.02177 db/journals/corr/corr2412.html#abs-2412-02177 streams/journals/corr

Ken C. L. Wong Levente J. Klein Ademir Ferreira da Silva Hongzhi Wang 0002 Jitendra Singh Tanveer F. Syeda-Mahmood Image-Based Soil Organic Carbon Remote Sensing from Satellite Images with Fourier Neural Operator and Structural Similarity. 1305-1308 2023 IGARSS https://doi.org/10.1109/IGARSS52108.2023.10281551 conf/igarss/2023 db/conf/igarss/igarss2023.html#WongKSWSS23 Ademir Ferreira da Silva Maciel Zortea Alexandre Alkmim Chamon Levente J. Klein Ken C. L. Wong Hongzhi Wang 0002 Jitendra Singh Comparison of Biome-Specific AI Models to Estimate Biomass. 1313-1316 2023 IGARSS https://doi.org/10.1109/IGARSS52108.2023.10283332 conf/igarss/2023 db/conf/igarss/igarss2023.html#SilvaZCKWWS23 Ken C. L. Wong Hongzhi Wang 0002 Tanveer F. Syeda-Mahmood FNOSeg3D: Resolution-Robust 3D Image Segmentation with Fourier Neural Operator. 1-5 2023 ISBI https://doi.org/10.1109/ISBI53787.2023.10230586 conf/isbi/2023 db/conf/isbi/isbi2023.html#WongWS23 Ken C. L. Wong Hongzhi Wang 0002 Tanveer F. Syeda-Mahmood HartleyMHA: Self-attention in Frequency Domain for Resolution-Robust and Parameter-Efficient 3D Image Segmentation. 364-373 2023 MICCAI (4) https://doi.org/10.1007/978-3-031-43901-8_35 conf/miccai/2023-4 db/conf/miccai/miccai2023-4.html#WongWS23

Ken C. L. Wong Hongzhi Wang 0002 Tanveer F. Syeda-Mahmood FNOSeg3D: Resolution-Robust 3D Image Segmentation with Fourier Neural Operator. 2023 abs/2310.03872 CoRR https://doi.org/10.48550/arXiv.2310.03872 db/journals/corr/corr2310.html#abs-2310-03872

Ken C. L. Wong Hongzhi Wang 0002 Tanveer F. Syeda-Mahmood HartleyMHA: Self-Attention in Frequency Domain for Resolution-Robust and Parameter-Efficient 3D Image Segmentation. 2023 abs/2310.04466 CoRR https://doi.org/10.48550/arXiv.2310.04466 db/journals/corr/corr2310.html#abs-2310-04466

Ademir Ferreira da Silva Juan Nathaniel Ken C. L. Wong Campbell D. Watson Hongzhi Wang 0002 Jitendra Singh Alexandre Alkmim Chamon Levente J. Klein NetZeroCO2, an AI framework for accelerated nature-based carbon sequestration. 4881-4887 2022 IEEE Big Data https://doi.org/10.1109/BigData55660.2022.10020359 conf/bigdataconf/2022 db/conf/bigdataconf/bigdataconf2022.html#SilvaNWWWSCK22 Ken C. L. Wong Mehdi Moradi 3D Segmentation with Fully Trainable Gabor Kernels and Pearson's Correlation Coefficient. 53-61 2022 MLMI@MICCAI https://doi.org/10.1007/978-3-031-21014-3_6 conf/miccai/2022mlmi db/conf/miccai/mlmi2022.html#WongM22

Ken C. L. Wong Mehdi Moradi 3D Segmentation with Fully Trainable Gabor Kernels and Pearson's Correlation Coefficient. 2022 abs/2201.03644 CoRR https://arxiv.org/abs/2201.03644 db/journals/corr/corr2201.html#abs-2201-03644

Ken C. L. Wong Satyananda Kashyap Mehdi Moradi Channel Scaling: A Scale-And-Select Approach For Transfer Learning. 807-811 2021 ISBI https://doi.org/10.1109/ISBI48211.2021.9433872 conf/isbi/2021 db/conf/isbi/isbi2021.html#WongKM21 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. 2021 Computer-Aided Diagnosis https://doi.org/10.1117/12.2582191 conf/micad/2021 db/conf/micad/micad2021.html#WongSAS21

Ken C. L. Wong Satyananda Kashyap Mehdi Moradi Channel Scaling: A Scale-and-Select Approach for Transfer Learning. 2021 abs/2103.12228 CoRR https://arxiv.org/abs/2103.12228 db/journals/corr/corr2103.html#abs-2103-12228

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. 2021 abs/2103.12245 CoRR https://arxiv.org/abs/2103.12245 db/journals/corr/corr2103.html#abs-2103-12245

Ken C. L. Wong Satyananda Kashyap Mehdi Moradi Basis Scaling and Double Pruning for Efficient Transfer Learning. 2021 abs/2108.02893 CoRR https://arxiv.org/abs/2108.02893 db/journals/corr/corr2108.html#abs-2108-02893

Ken C. L. Wong Hongzhi Wang 0002 Etienne Eben Vos Bianca Zadrozny Campbell D. Watson Tanveer F. Syeda-Mahmood Addressing Deep Learning Model Uncertainty in Long-Range Climate Forecasting with Late Fusion. 2021 abs/2112.05254 CoRR https://arxiv.org/abs/2112.05254 db/journals/corr/corr2112.html#abs-2112-05254

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. 2020 AMIA https://knowledge.amia.org/72332-amia-1.4602255/t003-1.4606204/t003-1.4606205/3415011-1.4606473/3416973-1.4606470 conf/amia/2020 db/conf/amia/amia2020.html#JadhavWWMS20 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. 2020 AMIA https://knowledge.amia.org/72332-amia-1.4602255/t003-1.4606204/t003-1.4606205/3417042-1.4606287/3417178-1.4606284 conf/amia/2020 db/conf/amia/amia2020.html#Syeda-MahmoodWW20 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. 1125-1129 2020 ISBI https://doi.org/10.1109/ISBI45749.2020.9098370 https://www.wikidata.org/entity/Q102634599 conf/isbi/2020 db/conf/isbi/isbi2020.html#KashyapKWGSWMS20 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. 1851-1855 2020 ISBI https://doi.org/10.1109/ISBI45749.2020.9098671 conf/isbi/2020 db/conf/isbi/isbi2020.html#WongMWPSGACJPWR20 Mehdi Moradi Ken C. L. Wong Alexandros Karargyris Tanveer F. Syeda-Mahmood Quality controlled segmentation to aid disease detection. 2020 Computer-Aided Diagnosis https://doi.org/10.1117/12.2549426 conf/micad/2020 db/conf/micad/micad2020.html#MoradiWKS20 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. 561-571 2020 MICCAI (2) https://doi.org/10.1007/978-3-030-59713-9_54 conf/miccai/2020-2 db/conf/miccai/miccai2020-2.html#Syeda-MahmoodWG20

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. 2020 abs/2007.13831 CoRR https://arxiv.org/abs/2007.13831 db/journals/corr/corr2007.html#abs-2007-13831

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. 2020 abs/2008.00363 CoRR https://arxiv.org/abs/2008.00363 db/journals/corr/corr2008.html#abs-2008-00363

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. 2020 abs/2011.09517 CoRR https://arxiv.org/abs/2011.09517 db/journals/corr/corr2011.html#abs-2011-09517

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. 863-867 2019 ISBI https://doi.org/10.1109/ISBI.2019.8759162 conf/isbi/2019 db/conf/isbi/isbi2019.html#Syeda-MahmoodAA19 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. 877-881 2019 ISBI https://doi.org/10.1109/ISBI.2019.8759532 conf/isbi/2019 db/conf/isbi/isbi2019.html#KarargyrisWWMS19 Ken C. L. Wong Mehdi Moradi Joy T. Wu Tanveer F. Syeda-Mahmood Identifying disease-free chest x-ray images with deep transfer learning. 109500P 2019 Computer-Aided Diagnosis https://doi.org/10.1117/12.2513164 conf/micad/2019 db/conf/micad/micad2019.html#WongMWS19 Ken C. L. Wong Mehdi Moradi SegNAS3D: Network Architecture Search with Derivative-Free Global Optimization for 3D Image Segmentation. 393-401 2019 MICCAI (3) https://doi.org/10.1007/978-3-030-32248-9_44 conf/miccai/2019-3 db/conf/miccai/miccai2019-3.html#WongM19 Vaishnavi Subramanian Hongzhi Wang 0002 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. 522-530 2019 MICCAI (6) https://doi.org/10.1007/978-3-030-32226-7_58 conf/miccai/2019-6 db/conf/miccai/miccai2019-6.html#SubramanianWWWS19 Chinyere Agunwa Mehdi Moradi Ken C. L. Wong Tanveer F. Syeda-Mahmood Body part and imaging modality classification for a general radiology cognitive assistant. 1094910 2019 Image Processing https://doi.org/10.1117/12.2513074 conf/miip/2019 db/conf/miip/miip2019.html#AgunwaMWS19

Ken C. L. Wong Mehdi Moradi Joy T. Wu Tanveer F. Syeda-Mahmood Identifying disease-free chest X-ray images with deep transfer learning. 2019 abs/1904.01654 CoRR http://arxiv.org/abs/1904.01654 db/journals/corr/corr1904.html#abs-1904-01654

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. 2019 abs/1906.09336 CoRR http://arxiv.org/abs/1906.09336 db/journals/corr/corr1906.html#abs-1906-09336

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. 2019 abs/1906.09354 CoRR http://arxiv.org/abs/1906.09354 db/journals/corr/corr1906.html#abs-1906-09354

Vaishnavi Subramanian Hongzhi Wang 0002 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. 2019 abs/1907.01656 CoRR http://arxiv.org/abs/1907.01656 db/journals/corr/corr1907.html#abs-1907-01656

Ken C. L. Wong Mehdi Moradi SegNAS3D: Network Architecture Search with Derivative-Free Global Optimization for 3D Image Segmentation. 2019 abs/1909.05962 CoRR http://arxiv.org/abs/1909.05962 db/journals/corr/corr1909.html#abs-1909-05962

Ken C. L. Wong Tanveer F. Syeda-Mahmood Mehdi Moradi Building medical image classifiers with very limited data using segmentation networks. 105-116 2018 49 Medical Image Anal. https://doi.org/10.1016/j.media.2018.07.010 https://www.wikidata.org/entity/Q91006017 db/journals/mia/mia49.html#WongSM18

Hui Tang Mehdi Moradi Ken C. L. Wong Hongzhi Wang 0002 Ahmed El Harouni Tanveer F. Syeda-Mahmood Integrating Deformable Modeling with 3D Deep Neural Network Segmentation. 377-384 2018 DLMIA/ML-CDS@MICCAI https://doi.org/10.1007/978-3-030-00889-5_43 conf/miccai/2018dlmia db/conf/miccai/dlmia2018.html#TangMWWHS18 Ken C. L. Wong Mehdi Moradi Hui Tang Tanveer F. Syeda-Mahmood 3D Segmentation with Exponential Logarithmic Loss for Highly Unbalanced Object Sizes. 612-619 2018 MICCAI (3) https://doi.org/10.1007/978-3-030-00931-1_70 conf/miccai/2018-3 db/conf/miccai/miccai2018-3.html#WongMTS18

Ken C. L. Wong Alexandros Karargyris Tanveer F. Syeda-Mahmood Mehdi Moradi Building Disease Detection Algorithms with Very Small Numbers of Positive Samples. 2018 abs/1805.02730 CoRR http://arxiv.org/abs/1805.02730 db/journals/corr/corr1805.html#abs-1805-02730

Ken C. L. Wong Tanveer F. Syeda-Mahmood Mehdi Moradi Building medical image classifiers with very limited data using segmentation networks. 2018 abs/1808.05205 CoRR http://arxiv.org/abs/1808.05205 db/journals/corr/corr1808.html#abs-1808-05205

Ken C. L. Wong Mehdi Moradi Hui Tang Tanveer Fathima Syeda-Mahmood 3D Segmentation with Exponential Logarithmic Loss for Highly Unbalanced Object Sizes. 2018 abs/1809.00076 CoRR http://arxiv.org/abs/1809.00076 db/journals/corr/corr1809.html#abs-1809-00076

Ken C. L. Wong Ronald M. Summers Electron Kebebew Jianhua Yao 0001 Pancreatic Tumor Growth Prediction With Elastic-Growth Decomposition, Image-Derived Motion, and FDM-FEM Coupling. 111-123 2017 36 IEEE Trans. Medical Imaging 1 https://doi.org/10.1109/TMI.2016.2597313 https://www.wikidata.org/entity/Q39485437 db/journals/tmi/tmi36.html#WongSKY17

Ken C. L. Wong Alexandros Karargyris Tanveer F. Syeda-Mahmood Mehdi Moradi Building Disease Detection Algorithms with Very Small Numbers of Positive Samples. 471-479 2017 MICCAI (3) https://doi.org/10.1007/978-3-319-66179-7_54 conf/miccai/2017-3 db/conf/miccai/miccai2017-3.html#WongKSM17

Ken C. L. Wong Michael Tee Marcus Chen David A. Bluemke Ronald M. Summers Jianhua Yao 0001 Regional infarction identification from cardiac CT images: a computer-aided biomechanical approach. 1573-1583 2016 11 Int. J. Comput. Assist. Radiol. Surg. 9 https://doi.org/10.1007/s11548-016-1404-5 https://www.wikidata.org/entity/Q38806976 db/journals/cars/cars11.html#WongTCBSY16

Ken C. L. Wong Ronald M. Summers Electron Kebebew Jianhua Yao 0001 Tumor growth prediction with reaction-diffusion and hyperelastic biomechanical model by physiological data fusion. 72-85 2015 25 Medical Image Anal. 1 https://doi.org/10.1016/j.media.2015.04.002 https://www.wikidata.org/entity/Q30949446 db/journals/mia/mia25.html#WongSKY15

Ken C. L. Wong Ronald M. Summers Electron Kebebew Jianhua Yao 0001 Pancreatic Tumor Growth Prediction with Multiplicative Growth and Image-Derived Motion. 501-513 2015 IPMI https://doi.org/10.1007/978-3-319-19992-4_39 https://www.wikidata.org/entity/Q40683141 conf/ipmi/2015 db/conf/ipmi/ipmi2015.html#WongSKY15 Ken C. L. Wong Michael Tee Marcus Chen David A. Bluemke Ronald M. Summers Jianhua Yao 0001 Myocardial strain estimation from CT: towards computer-aided diagnosis on infarction identification. 941434 2015 Computer-Aided Diagnosis https://doi.org/10.1117/12.2081464 https://www.wikidata.org/entity/Q57735949 conf/micad/2015 db/conf/micad/micad2015.html#WongTCBSY15 Ken C. L. Wong Michael Tee Marcus Chen David A. Bluemke Ronald M. Summers Jianhua Yao 0001 Computer-Aided Infarction Identification from Cardiac CT Images: A Biomechanical Approach with SVM. 144-151 2015 MICCAI (2) https://doi.org/10.1007/978-3-319-24571-3_18 https://www.wikidata.org/entity/Q57735927 conf/miccai/2015-2 db/conf/miccai/miccai2015-2.html#WongTCBSY15 Ken C. L. Wong Ronald M. Summers Electron Kebebew Jianhua Yao 0001 Tumor Growth Prediction with Hyperelastic Biomechanical Model, Physiological Data Fusion, and Nonlinear Optimization. 25-32 2014 MICCAI (2) https://doi.org/10.1007/978-3-319-10470-6_4 https://www.wikidata.org/entity/Q86205905 conf/miccai/2014-2 db/conf/miccai/miccai2014-2.html#WongSKY14

Linwei Wang Fady Dawoud Sai Kit Yeung Pengcheng Shi Ken C. L. Wong Huafeng Liu 0003 Albert C. Lardo Transmural Imaging of Ventricular Action Potentials and Post-Infarction Scars in Swine Hearts. 731-747 2013 32 IEEE Trans. Medical Imaging 4 https://doi.org/10.1109/TMI.2012.2236567 https://www.wikidata.org/entity/Q51280508 db/journals/tmi/tmi32.html#WangDYSWLL13

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. 228-235 2013 STACOM https://doi.org/10.1007/978-3-642-54268-8_27 conf/miccai/2013stacom db/conf/miccai/stacom2013.html#WongSRRGRRDA13

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. 20-24 2012 59 IEEE Trans. Biomed. Eng. 1 https://doi.org/10.1109/TBME.2011.2160347 https://www.wikidata.org/entity/Q33945153 db/journals/tbe/tbe59.html#DelingetteBWSRGRRA12

Oscar Camara 0001 Maxime Sermesant Pablo Lamata Linwei Wang Mihaela Pop Jatin Relan Mathieu De Craene Hervé Delingette Huafeng Liu 0003 Steven A. Niederer Ali Pashaei Gernot Plank Daniel Romero 0003 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. 1429 2012 ISBI https://doi.org/10.1109/ISBI.2012.6235837 https://www.wikidata.org/entity/Q61919810 conf/isbi/2012 db/conf/isbi/isbi2012.html#CamaraSLWPRCDLNPPRSWZAFSSW12 Hongda Mao Linwei Wang Ken C. L. Wong Huafeng Liu 0003 Pengcheng Shi Towards integrated noninvasive personalization of cardiac electromechanics. 1430-1433 2012 ISBI https://doi.org/10.1109/ISBI.2012.6235838 conf/isbi/2012 db/conf/isbi/isbi2012.html#MaoWWLS12 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. 617-624 2012 MICCAI (1) https://doi.org/10.1007/978-3-642-33415-3_76 https://www.wikidata.org/entity/Q85833792 conf/miccai/2012-1 db/conf/miccai/miccai2012-1.html#WongRWSDAS12

Linwei Wang Ken C. L. Wong Heye Zhang Huafeng Liu 0003 Pengcheng Shi Noninvasive Computational Imaging of Cardiac Electrophysiology for 3-D Infarct. 1033-1043 2011 58 IEEE Trans. Biomed. Eng. 4 https://doi.org/10.1109/TBME.2010.2099226 https://www.wikidata.org/entity/Q44556216 db/journals/tbe/tbe58.html#WangWZLS11

Ken C. L. Wong Linwei Wang Heye Zhang Huafeng Liu 0003 Pengcheng Shi Physiological Fusion of Functional and Structural Images for Cardiac Deformation Recovery. 990-1000 2011 30 IEEE Trans. Medical Imaging 4 https://doi.org/10.1109/TMI.2011.2105274 https://www.wikidata.org/entity/Q43798514 db/journals/tmi/tmi30.html#WongWZLS11

Linwei Wang Fady Dawoud Ken C. L. Wong Heye Zhang Huafeng Liu 0003 Albert C. Lardo Pengcheng Shi Transmural Electrophysiologic and Scar Imaging on Porcine Heart with Chronic Infarction. 23-32 2011 STACOM https://doi.org/10.1007/978-3-642-28326-0_3 conf/miccai/2011stacom db/conf/miccai/stacom2011.html#WangDWZLLS11 Hongda Mao Linwei Wang Ken C. L. Wong Huafeng Liu 0003 Pengcheng Shi Volumetric Modeling Electromechanics of the Heart. 224-233 2011 STACOM https://doi.org/10.1007/978-3-642-28326-0_23 conf/miccai/2011stacom db/conf/miccai/stacom2011.html#MaoWWLS11 Ken C. L. Wong Linwei Wang Huafeng Liu 0003 Pengcheng Shi A Comparative Study of Physiological Models on Cardiac Deformation Recovery: Effects of Biomechanical Constraints. 420-427 2011 MICCAI (1) https://doi.org/10.1007/978-3-642-23623-5_53 https://www.wikidata.org/entity/Q82050858 conf/miccai/2011-1 db/conf/miccai/miccai2011-1.html#WongWLS11

Ken C. L. Wong Linwei Wang Heye Zhang Huafeng Liu 0003 Pengcheng Shi Meshfree implementation of individualized active cardiac dynamics. 91-103 2010 34 Comput. Medical Imaging Graph. 1 https://doi.org/10.1016/j.compmedimag.2009.05.002 https://www.wikidata.org/entity/Q51823788 db/journals/cmig/cmig34.html#WongWZLS10

Linwei Wang Heye Zhang Ken C. L. Wong Huafeng Liu 0003 Pengcheng Shi Physiological-Model-Constrained Noninvasive Reconstruction of Volumetric Myocardial Transmembrane Potentials. 296-315 2010 57 IEEE Trans. Biomed. Eng. 2 https://doi.org/10.1109/TBME.2009.2024531 https://www.wikidata.org/entity/Q51819605 db/journals/tbe/tbe57.html#WangZWLS10

Ken C. L. Wong Linwei Wang Heye Zhang Pengcheng Shi Computational complexity reduction via mode superposition: Application to biomechanics-based nonlinear cardiac deformation recovery. 4417-4420 2010 ICIP https://doi.org/10.1109/ICIP.2010.5653306 conf/icip/2010 db/conf/icip/icip2010.html#WongWZS10 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. 154-163 2010 STACOM/CESC https://doi.org/10.1007/978-3-642-15835-3_16 conf/miccai/2010stacom db/conf/miccai/stacom2010.html#WongBMCSDA10 Ken C. L. Wong Linwei Wang Heye Zhang Pengcheng Shi Physiological Fusion of Functional and Structural Data for Cardiac Deformation Recovery. 159-166 2010 MICCAI (1) https://doi.org/10.1007/978-3-642-15705-9_20 https://www.wikidata.org/entity/Q85108133 conf/miccai/2010-1 db/conf/miccai/miccai2010-1.html#WongWZS10 Linwei Wang Ken C. L. Wong Heye Zhang Huafeng Liu 0003 Pengcheng Shi How Much Geometrical Detail Do We Need in Cardiac Electrophysiological Imaging? A Generic Heart-Torso Representation for Fast Subject-Specific Customization. 232-241 2010 STACOM/CESC https://doi.org/10.1007/978-3-642-15835-3_24 conf/miccai/2010stacom db/conf/miccai/stacom2010.html#WangWZLS10 Linwei Wang Ken C. L. Wong Heye Zhang Huafeng Liu 0003 Pengcheng Shi A Statistical Physiological-Model-Constrained Framework for Computational Imaging of Subject-Specific Volumetric Cardiac Electrophysiology Using Optical Imaging and MRI Data. 261-269 2010 STACOM/CESC https://doi.org/10.1007/978-3-642-15835-3_27 conf/miccai/2010stacom db/conf/miccai/stacom2010.html#WangWZLS10a

Linwei Wang Heye Zhang Ken C. L. Wong Huafeng Liu 0003 Pengcheng Shi Electrocardiographic simulation on personalised heart-torso structures using coupled meshfree-BEM platform. 175-200 2009 2 Int. J. Funct. Informatics Pers. Medicine 2 https://doi.org/10.1504/IJFIPM.2009.027591 db/journals/ijfipm/ijfipm2.html#WangZWLS09

Ken C. L. Wong Linwei Wang Heye Zhang Huafeng Liu 0003 Pengcheng Shi Computational Complexity Reduction for Volumetric Cardiac Deformation Recovery. 281-296 2009 55 J. Signal Process. Syst. 1-3 https://doi.org/10.1007/s11265-008-0207-5 db/journals/vlsisp/vlsisp55.html#WongWZLS09

Linwei Wang Heye Zhang Ken C. L. Wong Huafeng Liu 0003 Pengcheng Shi Noninvasive volumetric imaging of cardiac electrophysiology. 2176-2183 2009 CVPR https://doi.org/10.1109/CVPR.2009.5206717 https://doi.org/10.1109/CVPRW.2009.5206717 https://doi.ieeecomputersociety.org/10.1109/CVPR.2009.5206717 conf/cvpr/2009 db/conf/cvpr/cvpr2009.html#WangZWLS09 Linwei Wang Ken C. L. Wong Heye Zhang Pengcheng Shi Electrocardiographic Simulation on Coupled Meshfree-BEM Platform. 162-171 2009 FIMH https://doi.org/10.1007/978-3-642-01932-6_18 conf/fimh/2009 db/conf/fimh/fimh2009.html#WangWZS09 Ken C. L. Wong Linwei Wang Pengcheng Shi Active Model with Orthotropic Hyperelastic Material for Cardiac Image Analysis. 229-238 2009 FIMH https://doi.org/10.1007/978-3-642-01932-6_25 conf/fimh/2009 db/conf/fimh/fimh2009.html#WongWS09 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. 533-536 2009 ICASSP https://doi.org/10.1109/ICASSP.2009.4959638 https://doi.ieeecomputersociety.org/10.1109/ICASSP.2009.4959638 conf/icassp/2009 db/conf/icassp/icassp2009.html#WangZWS09 Ken C. L. Wong Linwei Wang Heye Zhang Pengcheng Shi Nonlinear cardiac deformation recovery from medical images. 2513-2516 2009 ICIP https://doi.org/10.1109/ICIP.2009.5413912 conf/icip/2009 db/conf/icip/icip2009.html#WongWZS09 Linwei Wang Heye Zhang Ken C. L. Wong Huafeng Liu 0003 Pengcheng Shi Noninvasive Imaging of Electrophysiological Substrates in Post Myocardial Infarction. 732-740 2009 MICCAI (1) https://doi.org/10.1007/978-3-642-04271-3_89 https://www.wikidata.org/entity/Q84123751 conf/miccai/2009-2 db/conf/miccai/miccai2009-2.html#WangZWLS09 Linwei Wang Ken C. L. Wong Heye Zhang Pengcheng Shi Dynamic structural-image-guided noninvasive volumetric cardiac electrophysiological mapping. 1428-1431 2008 ICIP https://doi.org/10.1109/ICIP.2008.4712033 conf/icip/2008 db/conf/icip/icip2008.html#WangWZS08 Ken C. L. Wong Linwei Wang Heye Zhang Huafeng Liu 0003 Pengcheng Shi Simulation of Active Cardiac Electromechanical Dynamics. 60-69 2008 MIAR https://doi.org/10.1007/978-3-540-79982-5_7 conf/miar/2008 db/conf/miar/miar2008.html#WongWZLS08 Linwei Wang Heye Zhang Ken C. L. Wong Pengcheng Shi Coupled Meshfree-BEM Platform for Electrocardiographic Simulation: Modeling and Validations. 98-107 2008 MIAR https://doi.org/10.1007/978-3-540-79982-5_11 conf/miar/2008 db/conf/miar/miar2008.html#WangZWS08 Linwei Wang Ken C. L. Wong Heye Zhang Pengcheng Shi Noninvasive Functional Imaging of Volumetric Cardiac Electrical Activity: A Human Study on Myocardial Infarction. 1042-1050 2008 MICCAI (1) https://doi.org/10.1007/978-3-540-85988-8_124 https://www.wikidata.org/entity/Q62488185 conf/miccai/2008-1 db/conf/miccai/miccai2008-1.html#WangWZS08 Linwei Wang Heye Zhang Ken C. L. Wong Huafeng Liu 0003 Pengcheng Shi Noninvasive Imaging of 3d Cardiac Electrophysiology. 632-635 2007 ISBI https://doi.org/10.1109/ISBI.2007.356931 conf/isbi/2007 db/conf/isbi/isbi2007.html#WangZWLS07 Ken C. L. Wong Linwei Wang Heye Zhang Huafeng Liu 0003 Pengcheng Shi Integrating Functional and Structural Images for Simultaneous Cardiac Segmentation and Deformation Recovery. 270-277 2007 conf/miccai/2007-1 MICCAI (1) https://doi.org/10.1007/978-3-540-75757-3_33 https://www.wikidata.org/entity/Q80126419 db/conf/miccai/miccai2007-1.html#WongWZLS07 Ken C. L. Wong Heye Zhang Huafeng Liu 0003 Pengcheng Shi Physiome Model Based State-Space Framework for Cardiac Kinematics Recovery. 720-727 2006 conf/miccai/2006-1 MICCAI (1) https://doi.org/10.1007/11866565_88 https://www.wikidata.org/entity/Q79928619 db/conf/miccai/miccai2006-1.html#WongZLS06 Ken C. L. Wong Huafeng Liu 0003 Albert J. Sinusas Pengcheng Shi Multiframe nonrigid motion analysis with anisotropic spatial constraints: applications to cardiac image analysis *. 131-134 2004 conf/icip/2004 ICIP https://doi.org/10.1109/ICIP.2004.1418707 db/conf/icip/icip2004-1.html#WongLSS04 Pengcheng Shi Huafeng Liu 0003 Alexandra L. N. Wong Ken C. L. Wong Albert J. Sinusas Meshfree Cardiac Motion Analysis Using Composite Material Model and Total Lagrangian Formulation. 464-467 2004 conf/isbi/2004 ISBI db/conf/isbi/isbi2004.html#ShiLWWS04 https://doi.org/10.1109/ISBI.2004.1398575 Ken C. L. Wong Pengcheng Shi Finite Deformation Guided Nonlinear Filtering for Multiframe Cardiac Motion Analysis. 895-902 https://doi.org/10.1007/978-3-540-30135-6_109 2004 conf/miccai/2004-1 MICCAI (1) db/conf/miccai/miccai2004-1.html#WongS04 Alfred Z. Abuhamad Chinyere Agunwa Hassan M. Ahmad Amir A. Amini Nadeem Ansari Nicholas Ayache Florence Billet David A. Bluemke Orest B. Boyko Gregory Bramble Oscar Camara 0001 Radomír Chabiniok Alexandre Alkmim Chamon Hao Chen 0011 Marcus Chen Minnekanti Sunil Chowdary Md. Faisal Mahbub Chowdhury Mathieu De Craene Fady Dawoud Hervé DelingetteHerve Delingette Niharika D'Souza Niharika S. D'SouzaNiharika Shimona D'Souza Nenad FilipovicNenad D. Filipovic Dimitrios I. Fotiadis Alejandro F. Frangi Huazhu Fu Tijana Geroski Matthew Ginks Yaniv Gur Ahmed El Harouni Junlin Hou Chiranjeevi J Ashutosh Jadhav Mannudeep K. Kalra Alexandros Karargyris Satyananda Kashyap Parisa Kaviani Electron Kebebew Levente J. Klein Efthyvoulos C. Kyriacou Pablo Lamata Albert C. Lardo Karim Lekadir Huafeng Liu 0003 Christos P. Loizou Razi Mahmood Tommaso Mansi Hongda Mao Kostas Marias George K. Matsopoulos Mehdi Moradi Juan Nathaniel Steven A. Niederer Andreas PanayidesAndreas S. Panayides Giorgos Papanastasiou Ali Pashaei Constantinos S. Pattichis Marios S. Pattichis Anup Pillai Gernot Plank Kiran Kumar Reddy Polaka Mihaela Pop Reza Razavi D. C. Reddy Jatin Relan Diego Machado Reyes Kawal S. Rhode C. Aldo Rinaldi Daniel Romero 0003 Joel H. Saltz Horst Samulowitz Pinaki Sarder Rafael Sebastián Maxime Sermesant K. Seshadhri Farah ShamoutFarah E. Shamout Arjun Sharma Karthik Sheshadri Luyao Shi Pengcheng Shi Sola S. ShiraiSola Shirai Ademir Ferreira da Silva Jitendra Singh Elena S. Sinkovskaya Albert J. Sinusas Nicolas SmithNic Smith Vaishnavi Subramanian Ronald M. Summers Ali Bin Syed Pingkun Syeda-Mahmood Tanveer F. Syeda-MahmoodTanveer Fathima Syeda-Mahmood Priyadarshini Tamilselvan Hui Tang Michael Tee Georgia D. Tourassi Sotirios A. Tsaftaris Etienne Eben Vos Ge Wang 0001 Hongzhi Wang 0002 Linwei Wang Weiting Wang Campbell D. Watson Alexandra L. N. Wong Graham A. Wright Joy T. Wu Venkateswar Wunnava Pingkun Yan Jianhua Yao 0001 Sai-Kit YeungSai Kit Yeung Bianca Zadrozny Michalis E. Zervakis Heye Zhang Maciel Zortea