Dr. Mary and Ron Neal Cancer Center

Research output

Research output per year 1965 2002 2004 2005 2006 2007 2008 2009 2010 2011 2012 2013 2014 2015 2016 2018 2019 2020 2021 2022 2023 2024

• 359397 Citations
• 4168 Article
• 470 Review article
• 155 Conference contribution
• 136 Chapter
• 307 More
  • 99 Comment/debate
  • 87 Letter
  • 46 Editorial
  • 20 Conference article
  • 14 Short survey
  • 10 Book
  • 6 Chapter (peer-reviewed)
  • 6 Patent
  • 5 Foreword/postscript
  • 4 Other report
  • 3 Paper
  • 3 Web publication/site
  • 1 Other chapter contribution
  • 1 Special issue
  • 1 Featured article
  • 1 Other contribution

Research output per year

Research output per year

Search results

• 2023

  A deep learning enabled digital pathology platform for characterization of cancer-associated thrombosis of ovarian cancer

  Wong, S. T., Ahn, J. Y., Afshar-Kharghan, V., Cho, M. S. & Vasquez, M., Apr 4 2023, Proceedings of the American Association for Cancer Research Annual Meeting 2023: Cancer Research - Cancer Res (2023) 83 (7_Supplement): 5406. Vol. 83.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  Open Access

  • Deep Learning 100%
  • Ovarian Neoplasms 66%
  • Blood Platelets 56%
  • Thrombosis 56%
  • Pathology 46%

• A multicenter study validated an integrated deep learning model for precision malignancy risk assessment and reducing unnecessary biopsies in BI-RADS 4 cases

  Wong, S. T., Ezeana, C. F., He, T., Patel, T., Kaklamani, V. G., Elmi, M., Ibarra, E., Otto, P. M., Kist, K. A., Speck, H., Wang, L., Ensor, Jr., J. E., Shih, Y-C. T., Bumyang, K., Pan, I-W., Spak, D., Yang, W. T. & Chang, J. C., Apr 4 2023, Proceedings of the American Association for Cancer Research Annual Meeting 2023: Cancer Res 2023;83(7_Suppl):Abstract nr 5698.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  Open Access

  • Deep Learning 100%
  • Multicenter Studies 63%
  • Risk Assessment 60%
  • Biopsy 44%
  • Cost Savings 24%

• Data-driven and Physics-informed Muscle Model Surrogates for Cardiac Cycle Simulations

  Milicevic, B., Ivanovic, M., Stojanovic, B., Milosevic, M., Simic, V., Kojic, M. & Filipovic, N., 2023, Proceedings - 10th International Conference on Electrical, Electronic and Computing Engineering, IcETRAN 2023. Institute of Electrical and Electronics Engineers Inc., (Proceedings - 10th International Conference on Electrical, Electronic and Computing Engineering, IcETRAN 2023).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • muscles 100%
  • Muscle 88%
  • Physics 82%
  • cycles 63%
  • Simulation 59%

• Development of Virtual Reality SBIRT Skill Training with Conversational AI in Nursing Education

  Seo, J. H., Chaudhury, R., Oh, J. H., Kicklighter, C., Arguello, T., Wells-Beede, E. & Weston, C., 2023, Artificial Intelligence in Education - 24th International Conference, AIED 2023, Proceedings. Wang, N., Rebolledo-Mendez, G., Matsuda, N., Santos, O. C. & Dimitrova, V. (eds.). Springer Science and Business Media Deutschland GmbH, p. 701-707 7 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13916 LNAI).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Nursing Education 100%
  • Virtual Reality 79%
  • Nursing 59%
  • Skills 54%
  • Screening 52%

• Mrs. Dalloway Said She Would Segment the Chapters Herself

  Sui, P., Wang, L., Hamilton, S., Ries, T., Wong, K. & Wong, S. T., 2023, 5th Workshop on Narrative Understanding, WNU 2023 - Proceedings of the Workshop. Akoury, N., Clark, E., Iyyer, M., Chaturvedi, S., Brahman, F. & Chandu, K. R. (eds.). Association for Computational Linguistics (ACL), p. 92-105 14 p. (Proceedings of the Annual Meeting of the Association for Computational Linguistics).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Mrs. Dalloway 100%
  • Pipelines 48%
  • Novel 42%
  • Sentiment 38%
  • Sentiment analysis 35%

• Optimization of Physics-Informed Neural Networks for Efficient Surrogate Modeling of Huxley's Muscle Model in Multi-Scale Finite Element Simulations

  Milićević, B., Ivanović, M., Stojanović, B., Milošević, M., Milovanović, V., Kojić, M. & Filipović, N., 2023, Proceedings - 2023 IEEE 23rd International Conference on Bioinformatics and Bioengineering, BIBE 2023. Institute of Electrical and Electronics Engineers Inc., p. 457-461 5 p. (Proceedings - 2023 IEEE 23rd International Conference on Bioinformatics and Bioengineering, BIBE 2023).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Physics 100%
  • Muscle 76%
  • Finite Element Analysis 68%
  • Simulation 51%
  • Neural networks 49%

• Storyline-Centric Detection of Aphasia and Dysarthria in Stroke Patient Transcripts

  Sui, P., Wong, K. K., Yu, X., Volpi, J. J. & Wong, S. T. C., 2023, 5th Workshop on Clinical Natural Language Processing, ClinicalNLP 2023 - Proceedings of the Workshop. Association for Computational Linguistics (ACL), p. 422-432 11 p. (Proceedings of the Annual Meeting of the Association for Computational Linguistics).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Dysarthria 100%
  • Storylines 77%
  • speech disorder 75%
  • stroke 72%
  • Aphasia 71%

• Targeted delivery of low-dose radiation alleviates tumor resistance to CAR-T cell therapy

  Yang, Y., Alcaina, Y., Vedvyas, Y., Riascos, M. C., Fung, E. K., Vaughn, B., Cheal, S. M., Min, I. M., Vanpouille-Box, C. & Jin, M. M., Apr 4 2023, Cancer Research. Vol. 83 (7_Supplement): 5084.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • (177lutetium-DOTA(O)Tyr3)octreotate 100%
  • Adoptive Immunotherapy 95%
  • Radiation 54%
  • T-Lymphocytes 44%
  • somatostatin receptor 2 33%
• 2022

  Human Cytomegalovirus Reactivation in Immunosuppressive Th2 Tumor Microenvironment Facilitates Brain Metastatic Outgrowth

  Zhao, H. & Wong, S. T., 2022, Proceedings of the 2022 San Antonio Breast Cancer Symposium: Cancer Res 2023;83(5 Suppl):Abstract nr PD2-11.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

• Hydroxytyrosol, a Component of Olive Oil for Breast Cancer Prevention in Women at High Risk

  Zhao, H., Dec 2022, Proceedings of the 2022 San Antonio Breast Cancer Symposium: Cancer Res 2023;83(5 Suppl):Abstract nr P2-07-01. Vol. 83.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

• Integration of Surrogate Huxley Muscle Model into Finite Element Solver for Simulation of the Cardiac Cycle

  Milicevic, B., Simic, V., Milosevic, M., Ivanovic, M., Stojanovic, B., Kojic, M. & Filipovic, N., 2022, 44th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2022. Institute of Electrical and Electronics Engineers Inc., p. 3943-3946 4 p. (Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS; vol. 2022-July).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Muscle 100%
  • Muscles 64%
  • Computer simulation 21%
  • Muscle Contraction 18%
  • Computer Simulation 16%

• Patcher: Patch Transformers with Mixture of Experts for Precise Medical Image Segmentation

  Ou, Y., Yuan, Y., Huang, X., Wong, S. T. C., Volpi, J., Wang, J. Z. & Wong, K., 2022, Medical Image Computing and Computer Assisted Intervention – MICCAI 2022 - 25th International Conference, Proceedings. Wang, L., Dou, Q., Fletcher, P. T., Speidel, S. & Li, S. (eds.). Springer Science and Business Media Deutschland GmbH, p. 475-484 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13435 LNCS).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Medical Image 100%
  • Image Segmentation 92%
  • Transformer 90%
  • Patch 72%
  • Image segmentation 64%
  4 Scopus citations

• Wireless Power Transfer Closed-Loop Control for Low-Power Active Implantable Medical Devices

  Del Bono, F., Bontempi, A., Di Trani, N., Demarchi, D., Grattoni, A. & Ros, P. M., 2022, 2022 IEEE Sensors, SENSORS 2022 - Conference Proceedings. Institute of Electrical and Electronics Engineers Inc., (Proceedings of IEEE Sensors; vol. 2022-October).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Wireless power transfer 100%
  • Biomedical equipment 94%
  • Drug delivery 38%
  • Integrated control 35%
  • Commercial off-the-shelf 33%
  2 Scopus citations
• 2021

  3D reconstruction and computational modeling of solid-fluid interaction in realistic heart model

  Simic, V., Milosevic, M., Saveljic, I., Milicevic, B., Filipovic, N. & Kojic, M., 2021, BIBE 2021 - 21st IEEE International Conference on BioInformatics and BioEngineering, Proceedings. Institute of Electrical and Electronics Engineers Inc., (BIBE 2021 - 21st IEEE International Conference on BioInformatics and BioEngineering, Proceedings).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Mechanical Stress 100%
  • Hydrodynamics 94%
  • Mechanics 84%
  • Heart Atria 81%
  • Mitral Valve 81%

• Adaptive privacy preserving deep learning algorithms for medical data

  Zhang, X., Ding, J., Wu, M., Wong, S. T. C., Van Nguyen, H. & Pan, M., Jan 2021, Proceedings - 2021 IEEE Winter Conference on Applications of Computer Vision, WACV 2021. Institute of Electrical and Electronics Engineers Inc., p. 1168-1177 10 p. (Proceedings - 2021 IEEE Winter Conference on Applications of Computer Vision, WACV 2021).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Deep learning 100%
  • Learning algorithms 92%
  • Deep neural networks 72%
  • Medicine 37%
  • Sampling 26%
  17 Scopus citations

• An Intelligent Augmented Lifelike Avatar App for Virtual Physical Examination of Suspected Strokes

  Yao, K., Wong, K. K., Yu, X., Volpi, J. & Wong, S. T. C., 2021, 43rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2021. Institute of Electrical and Electronics Engineers Inc., p. 1727-1730 4 p. (Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Application programs 100%
  • Physical Examination 95%
  • Stroke 76%
  • Mobile Applications 72%
  • Acceleration 36%
  2 Scopus citations

• Application of a viscous liquid as an aerosol for post-operative adhesion prevention: First engineering steps towards nozzle design

  Smith, P. A., Keane, T. J., Serpelloni, S., Ramon, S. G. & Taraballi, F., 2021, Proceedings of the 2021 Design of Medical Devices Conference, DMD 2021. American Society of Mechanical Engineers, V001T12A011. (Proceedings of the 2021 Design of Medical Devices Conference, DMD 2021).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Nozzle design 100%
  • Aerosols 84%
  • Adhesion 64%
  • Liquids 47%
  • Surgery 42%

• Computational model for simulation of left ventricle behaviour during heart beat

  Milosevic, M., Milicevic, B., Simic, V., Geroski, V., Filipovic, N. & Kojic, M., 2021, BIBE 2021 - 21st IEEE International Conference on BioInformatics and BioEngineering, Proceedings. Institute of Electrical and Electronics Engineers Inc., (BIBE 2021 - 21st IEEE International Conference on BioInformatics and BioEngineering, Proceedings).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Heart Ventricles 100%
  • Heart 73%
  • Mechanical Stress 34%
  • Blood 29%
  • Aortic Valve 27%

• LambdaUNet: 2.5D Stroke Lesion Segmentation of Diffusion-Weighted MR Images

  Ou, Y., Yuan, Y., Huang, X., Wong, K., Volpi, J., Wang, J. Z. & Wong, S. T. C., 2021, Medical Image Computing and Computer Assisted Intervention – MICCAI 2021 - 24th International Conference, Proceedings. de Bruijne, M., de Bruijne, M., Cattin, P. C., Cotin, S., Padoy, N., Speidel, S., Zheng, Y. & Essert, C. (eds.). Springer Science and Business Media Deutschland GmbH, p. 731-741 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12901 LNCS).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Stroke 100%
  • Segmentation 93%
  • Slice 83%
  • Pixels 58%
  • Magnetic resonance 40%
  6 Scopus citations

• Multimodal breast lesion classification using cross-attention deep networks

  Vo, H. Q., Yuan, P., He, T., Wong, S. T. C. & Nguyen, H. V., 2021, BHI 2021 - 2021 IEEE EMBS International Conference on Biomedical and Health Informatics, Proceedings. Institute of Electrical and Electronics Engineers Inc., (BHI 2021 - 2021 IEEE EMBS International Conference on Biomedical and Health Informatics, Proceedings).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Breast 100%
  • Receiver Operating Characteristic Curve 91%
  • clinical information 91%
  • Estimation Risk 86%
  • Biopsy 85%
  1 Scopus citations

• Parenchymal field effect analysis for breast cancer risk assessment: Evaluation of FFDM radiomic similarity

  Baughan, N. M., Li, H., Lan, L., Chan, C. W., Embury, M., Whitman, G., El-Zein, R., Bedrosian, I. & Giger, M. L., 2021, Medical Imaging 2021: Computer-Aided Diagnosis. Mazurowski, M. A. & Drukker, K. (eds.). SPIE, 115970Z. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 11597).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • risk assessment 100%
  • Risk Assessment 85%
  • breast 74%
  • Tumors 72%
  • Field Effect 69%
  2 Scopus citations

• Semi-Automatic Left Ventricle Model Generation

  Milicevic, B., Milosevic, M., Simic, V., Trifunovic, D., Filipovic, N. & Kojic, M., 2021, BIBE 2021 - 21st IEEE International Conference on BioInformatics and BioEngineering, Proceedings. Institute of Electrical and Electronics Engineers Inc., (BIBE 2021 - 21st IEEE International Conference on BioInformatics and BioEngineering, Proceedings).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Heart Ventricles 100%
  • Finite element method 34%
  • Heart Diseases 30%
  • Numerical methods 24%
  • Finite Element Analysis 23%
• 2020

  Investigating the Effect of Aging on the Pharmacokinetics and Tumor Delivery of Nanomaterials using Mathematical Modeling

  Dogra, P., Butner, J. D., Ramirez, J. R., Cristini, V. & Wang, Z., Jul 2020, 42nd Annual International Conferences of the IEEE Engineering in Medicine and Biology Society: Enabling Innovative Technologies for Global Healthcare, EMBC 2020. Institute of Electrical and Electronics Engineers Inc., p. 2447-2450 4 p. 9175322. (Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Pharmacokinetics 100%
  • Nanostructured materials 87%
  • Nanostructures 82%
  • Tumors 72%
  • Medical nanotechnology 60%
  2 Scopus citations

• Personalized drug testing of tumor samples using a microfluidic platform

  Rodríguez, A. D., Horowitz, L., Rumaner, M., Gadi, V. K., Monnat, R., Rostomily, R. C. & Folch, A., Jan 1 2020, 21st International Conference on Miniaturized Systems for Chemistry and Life Sciences, MicroTAS 2017. Chemical and Biological Microsystems Society, p. 235-236 2 p. (21st International Conference on Miniaturized Systems for Chemistry and Life Sciences, MicroTAS 2017).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Microfluidics 100%
  • Tumors 96%
  • Heterografts 87%
  • Tissue 80%
  • Personalized medicine 68%

• Toward Rapid Stroke Diagnosis with Multimodal Deep Learning

  Yu, M., Cai, T., Huang, X., Wong, K., Volpi, J., Wang, J. Z. & Wong, S. T. C., 2020, Medical Image Computing and Computer Assisted Intervention – MICCAI 2020 - 23rd International Conference, Proceedings. Martel, A. L., Abolmaesumi, P., Stoyanov, D., Mateus, D., Zuluaga, M. A., Zhou, S. K., Racoceanu, D. & Joskowicz, L. (eds.). Springer Science and Business Media Deutschland GmbH, p. 616-626 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12263 LNCS).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Stroke 100%
  • Emergency rooms 98%
  • Speech 72%
  • Learning 70%
  • Deep learning 69%
  5 Scopus citations
• 2019

  An image informatics pipeline for imaging mass cytometry to characterize the immune landscape in pre-and on-Treatment immune therapy and its application in recurrent platinium-resistant epithelial ovarian cancer

  Zhu, Y., Yeung, T. L., Sheng, J., Hinchcliff, E. M., Burks, J. K., Jazaeri, A. A., Mok, S. C. & Wong, S. T., May 1 2019, 2019 IEEE EMBS International Conference on Biomedical and Health Informatics, BHI 2019 - Proceedings. Institute of Electrical and Electronics Engineers Inc., 8834496

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Informatics 100%
  • Imaging 94%
  • Cancer 92%
  • Ovarian Epithelial Carcinoma 91%
  • Therapy 86%
  3 Scopus citations

• Non-rigid Registration of White Matter Tractography Using Coherent Point Drift Algorithm

  Wang, W., Liu, J., Wang, T., Hu, Z., Xia, L., Wang, H., Yang, L., Wong, S. T. C., Zhang, X. & Li, H., 2019, Multimodal Brain Image Analysis and Mathematical Foundations of Computational Anatomy - 4th International Workshop, MBIA 2019, and 7th International Workshop, MFCA 2019, Held in Conjunction with MICCAI 2019, Proceedings. Zhu, D., Yan, J., Huang, H., Shen, L., Thompson, P. M., Westin, C-F., Pennec, X., Joshi, S., Nielsen, M., Sommer, S., Fletcher, T. & Durrleman, S. (eds.). Springer, p. 3-11 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11846 LNCS).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Non-rigid Registration 100%
  • Registration 73%
  • Fibers 38%
  • Fiber Bundle 33%
  • Neurons 20%
  1 Scopus citations

• Smeared finite element model of heart wall: Electrophysiology coupled with muscle mechanics

  Kojic, M., Milosevic, M., Simic, V., Milicevic, B., Geroski, V. & Filipovic, N., Oct 1 2019, Proceedings - 2019 IEEE 19th International Conference on Bioinformatics and Bioengineering, BIBE 2019. Institute of Electrical and Electronics Engineers Inc., p. 458-461 4 p. 8941983

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Electrophysiology 100%
  • Mechanics 70%
  • Muscle 62%
  • Heart 43%
  • Muscles 40%

• Temporal mammographic registration for evaluation of architecture changes in cancer risk assessment

  Mendel, K., Li, H., Tayob, N., El-Zein, R., Bedrosian, I. & Giger, M., 2019, Medical Imaging 2019: Computer-Aided Diagnosis. Mori, K. & Hahn, H. K. (eds.). SPIE, 1095041. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 10950).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • risk assessment 100%
  • Risk Assessment 85%
  • Risk assessment 68%
  • Splines 68%
  • cancer 66%
  3 Scopus citations
• 2018

  Numerical modeling of drug delivery in organs: From CT scans to FE model

  Milosevic, M., Simic, V. & Kojic, M., 2018, Pervasive Computing Paradigms for Mental Health - Selected Papers from MindCare 2016, Fabulous 2016, and IIoT 2015. Filipovic, N., Cipresso, P., Gavrilovska, L., Matic, A., Serino, S. & Oliver, N. (eds.). Springer-Verlag, p. 87-92 6 p. (Lecture Notes of the Institute for Computer Sciences, Social-Informatics and Telecommunications Engineering, LNICST; vol. 207).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Drug delivery 100%
  • Computerized tomography 91%
  • Tissue 63%
  • Numerical models 60%
  • Blood vessels 21%
  1 Scopus citations

• Temporal assessment of radiomic features on clinical mammography in a high-risk population

  Mendel, K. R., Li, H., Lan, L., Chan, C. W., King, L. M., Tayob, N., Whitman, G., El-Zein, R., Bedrosian, I. & Giger, M. L., 2018, Medical Imaging 2018: Computer-Aided Diagnosis. Mori, K. & Petrick, N. (eds.). SPIE, 105753Q. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 10575).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Mammography 100%
  • Risk Assessment 94%
  • risk assessment 82%
  • Risk assessment 75%
  • Biopsy 67%
• 2017

  Deep learning analytics for diagnostic support of breast cancer disease management

  He, T., Puppala, M., Ogunti, R., Mancuso, J. J., Yu, X., Chen, S., Chang, J. C., Patel, T. A. & Wong, S. T. C., Apr 11 2017, 2017 IEEE EMBS International Conference on Biomedical and Health Informatics, BHI 2017. Institute of Electrical and Electronics Engineers Inc., p. 365-368 4 p. 7897281. (2017 IEEE EMBS International Conference on Biomedical and Health Informatics, BHI 2017).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Deep Learning 100%
  • Breast Diseases 90%
  • Disease Management 72%
  • Deep learning 64%
  • Biopsy 63%
  17 Scopus citations

• Dynamic respiratory motion estimation using patch-based kernel-pca priors for lung cancer Radiotherapy

  He, T., Pino, R., Teh, B., Wong, S. & Xue, Z., 2017, Molecular Imaging, Reconstruction and Analysis of Moving Body Organs, and Stroke Imaging and Treatment - 5th International Workshop, CMMI 2017 2nd International Workshop, RAMBO 2017 and 1st International Workshop, SWITCH 2017 Held in Conjunction with MICCAI 2017, Proceedings. Cardoso, M. J. & Arbel, T. (eds.). Springer-Verlag, p. 55-65 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10555 LNCS).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Kernel PCA 100%
  • Motion Estimation 97%
  • Radiotherapy 85%
  • Lung Cancer 80%
  • Motion estimation 62%

• Precise calibration for the coordinates of surgical needle's tip based on transform invariant matrix and spherical constraints

  Jin, J., Zhang, L., Wang, H., Wong, S. T. C. & Li, H., Apr 11 2017, 2017 IEEE EMBS International Conference on Biomedical and Health Informatics, BHI 2017. Institute of Electrical and Electronics Engineers Inc., p. 433-436 4 p. 7897298. (2017 IEEE EMBS International Conference on Biomedical and Health Informatics, BHI 2017).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Needles 100%
  • Calibration 99%
  • Sampling 19%
  • Trajectories 9%
  • Therapeutics 4%
  1 Scopus citations
• 2016

  DrugMoaMiner: A computational tool for mechanism of action discovery and personalized drug sensitivity prediction

  Li, F., Wang, L., Kong, R., Sheng, J., Cao, H., Mancuso, J., Xia, X., Stephan, C. & Wong, S. T. C., Apr 18 2016, 3rd IEEE EMBS International Conference on Biomedical and Health Informatics, BHI 2016. Institute of Electrical and Electronics Engineers Inc., p. 368-371 4 p. 7455911. (3rd IEEE EMBS International Conference on Biomedical and Health Informatics, BHI 2016).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Miners 100%
  • Drug Discovery 77%
  • Dasatinib 69%
  • Pharmaceutical Preparations 31%
  • Non-Small Cell Lung Carcinoma 22%
  4 Scopus citations

• Estimating lung respiratory motion using combined global and local statistical models

  Xue, Z., Pino, R. & Teh, B., 2016, Patch-Based Techniques in Medical Imaging - 2nd International Workshop, Patch-MI 2016 held in conjunction with MICCAI 2016, Proceedings. Coupe, P., Munsell, B. C., Rueckert, D., Zhan, Y. & Wu, G. (eds.). Springer-Verlag, p. 133-140 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 9993 LNCS).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Lung 100%
  • Statistical Model 73%
  • Statistical Models 68%
  • Motion 54%
  • Motion estimation 26%
  1 Scopus citations

• Manifold Regularized Multi-view Subspace Clustering for image representation

  Wang, L., Li, D., He, T. & Xue, Z., Jan 1 2016, 2016 23rd International Conference on Pattern Recognition, ICPR 2016. Institute of Electrical and Electronics Engineers Inc., p. 283-288 6 p. 7899647. (Proceedings - International Conference on Pattern Recognition; vol. 0).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Experiments 100%
  14 Scopus citations

• Quantitative analysis of 3D T1‐weighted gadolinium (Gd) DCE‐MRI with different repetition times

  Rockers, E. D., Pascual, M. B., Bajaj, S., Masdeu, J. C. & Xue, Z., 2016, Medical Imaging and Augmented Reality - 7th International Conference, MIAR 2016, Proceedings. Liao, H., Zheng, G., Lee, S-L., Cattin, P. & Jannin, P. (eds.). Springer-Verlag, p. 259-268 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 9805 LNCS).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Gadolinium 100%
  • Quantitative Analysis 85%
  • Repetition 79%
  • Flip 52%
  • Injection 51%

• Transductive maximum margin classification of ADHD using resting state fMRI

  Wang, L., Li, D., He, T., Wong, S. T. C. & Xue, Z., 2016, Machine Learning in Medical Imaging - 7th International Workshop, MLMI 2016 held in conjunction with MICCAI 2016, Proceedings. Wang, L., Suk, H-I., Shi, Y., Adeli, E. & Wang, Q. (eds.). Springer-Verlag, p. 221-228 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10019 LNCS).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Functional Magnetic Resonance Imaging 100%
  • Margin 83%
  • Magnetic Resonance Imaging 82%
  • Disorder 82%
  • Labeled data 28%
  7 Scopus citations

• When discriminative K-means meets Grassmann manifold: Disease gene identification via a general multi-view clustering method

  Li, D., Wang, L., Xue, Z. & Wong, S. T. C., Apr 18 2016, 3rd IEEE EMBS International Conference on Biomedical and Health Informatics, BHI 2016. Institute of Electrical and Electronics Engineers Inc., p. 364-367 4 p. 7455910. (3rd IEEE EMBS International Conference on Biomedical and Health Informatics, BHI 2016).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Cluster Analysis 100%
  • Genes 44%
  • Benchmarking 24%
  • Precision Medicine 24%
  • Genomics 22%
  7 Scopus citations
• 2014

  An integrated analytic pipeline for identifying and predicting genetic interactions based on perturbation data from high content double RNAi screening

  Yin, Z., Li, F. & Wong, S. T. C., 2014, Proceedings of the XSEDE 2014 Conference: Engaging Communities. Association for Computing Machinery, 7. (ACM International Conference Proceeding Series).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Screening 100%
  • Pipelines 81%
  • Fluorescence 61%
  • Genomics 55%
  • Cells 52%

• Estimating dynamic lung images from high-dimension chest surface motion using 4D statistical model

  He, T., Xue, Z., Yu, N., Nitsch, P. L., Teh, B. S. & Wong, S. T., 2014, Medical Image Computing and Computer-Assisted Intervention, MICCAI 2014 - 17th International Conference, Proceedings. PART 2 ed. Springer-Verlag, p. 138-145 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 8674 LNCS, no. PART 2).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Lung 100%
  • Statistical Model 73%
  • Tomography 72%
  • Higher Dimensions 69%
  • Statistical Models 68%
  4 Scopus citations
• 2013

  A 96-well, plate-based microfluidic device for multiplexed chemosensitivity testing on intact tissues

  Chang, T., Mikheev, A. M., Monnat, R. J., Rostomily, R. C. & Folch, A., 2013, 17th International Conference on Miniaturized Systems for Chemistry and Life Sciences, MicroTAS 2013. Chemical and Biological Microsystems Society, p. 506-508 3 p. (17th International Conference on Miniaturized Systems for Chemistry and Life Sciences, MicroTAS 2013; vol. 1).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Microfluidics 100%
  • Tumors 96%
  • Heterografts 87%
  • Tissue 80%
  • Drug 49%
  2 Scopus citations

• Analyzing grey matter diffusivity of autism in the context of white matter connectivity

  Li, H., Xue, Z., Ellmore, T. M., Frye, R. E. & Wong, S. T., 2013, ISBI 2013 - 2013 IEEE 10th International Symposium on Biomedical Imaging: From Nano to Macro. p. 1150-1153 4 p. 6556683. (Proceedings - International Symposium on Biomedical Imaging).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Gray Matter 100%
  • Autistic Disorder 98%
  • White Matter 89%
  • Autism Spectrum Disorder 61%
  • Neuroimaging 32%
  1 Scopus citations

• Extracting key pathways from gene signature and genetic aberrations in subtypes of cancer

  Chen, P., Fan, Y., Man, T. K., Lau, C. C., Hung, Y. S. & Wong, S. T., 2013, Computational Intelligence Methods for Bioinformatics and Biostatistics - 9th International Meeting, CIBB 2012, Revised Selected Papers. p. 132-146 15 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 7845 LNBI).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Aberration 100%
  • Aberrations 95%
  • Pathway 87%
  • Cancer 75%
  • Gene 71%

• Helical mode lung 4D-CT reconstruction using Bayesian model

  He, T., Xue, Z., Nitsch, P. L., Teh, B. S. & Wong, S. T., 2013, Medical Image Computing and Computer-Assisted Intervention, MICCAI 2013 - 16th International Conference, Proceedings. PART 3 ed. p. 33-40 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 8151 LNCS, no. PART 3).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Computed Tomography 100%
  • Lung 92%
  • Bayesian Model 78%
  • Tomography 67%
  • Image Matching 50%
  4 Scopus citations

• In vivo optical activation of astrocytes as a potential therapeutic strategy for neurodegenerative diseases

  Chen, Y., Mancuso, J., Zhao, Z., Li, X., Xue, Z. & Wong, S. T., May 30 2013, Photonic Therapeutics and Diagnostics IX. Vol. 8565. 85655K

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Astrocytes 100%
  • Neurodegenerative diseases 86%
  • blood flow 63%
  • arterioles 60%
  • Chemical activation 51%
  1 Scopus citations

• Optogenetic stimulation of cholinergic projection neurons as an alternative for deep brain stimulation for Alzheimers treatment

  Mancuso, J., Chen, Y., Zhao, Z., Li, X., Xue, Z. & Wong, S. T. C., 2013, Photonic Therapeutics and Diagnostics IX. 85655M. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 8565).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • cholinergics 100%
  • Optogenetics 79%
  • Cholinergic 77%
  • Cholinergic Neurons 74%
  • Deep Brain Stimulation 70%
  2 Scopus citations

• Simultaneous Tensor and Fiber Registration (STFR) for diffusion tensor images of the brain

  Xue, Z. & Wong, S. T., Dec 30 2013, Augmented Reality Environments for Medical Imaging and Computer-Assisted Interventions - 6th Int. Workshop, MIAR 2013 and 8th Int. Workshop, AE-CAI 2013, Held in Conjunction with MICCAI 2013, Proc.. p. 1-8 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 8090 LNCS).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Registration 100%
  • Brain 83%
  • Tensors 76%
  • Fiber 65%
  • Tensor 62%
  1 Scopus citations

• Superpixel-based segmentation of glioblastoma multiforme from multimodal MR images

  Su, P., Yang, J., Li, H., Chi, L., Xue, Z. & Wong, S. T., 2013, Multimodal Brain Image Analysis - Third International Workshop, MBIA 2013, Held in Conjunction with MICCAI 2013, Proceedings. p. 74-83 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 8159 LNCS).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Spectral Clustering 100%
  • Superpixels 88%
  • Segmentation 80%
  • Necrosis 76%
  • Tumor 71%
  11 Scopus citations