Kelvin Wong

2023

Automated catheter segmentation and tip detection in cerebral angiography with topology-aware geometric deep learning

Ghosh, R., Wong, K., Zhang, Y. J., Britz, G. W. & Wong, S. T. C., Jun 21 2023, (E-pub ahead of print) In: Journal of neurointerventional surgery. 16, 3, p. 290-295 6 p.

Research output: Contribution to journal › Article › peer-review

5 Scopus citations

BBox-Guided Segmentor: Leveraging expert knowledge for accurate stroke lesion segmentation using weakly supervised bounding box prior

Ou, Y., Huang, S. X., Wong, K. K., Cummock, J., Volpi, J., Wang, J. Z. & Wong, S. T., Jul 2023, In: Computerized Medical Imaging and Graphics. 107, p. 102236 102236.

Research output: Contribution to journal › Article › peer-review

6 Scopus citations

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

1 Scopus citations

Reliability of the National Institutes of Health (NIH) Stroke Scale Between Emergency Room and Neurology Physicians for Initial Stroke Severity Scoring

Cummock, J. S., Wong, K. K., Volpi, J. J. & Wong, S. T., Apr 2023, In: Cureus. 15, 4, p. e37595

Research output: Contribution to journal › Article › peer-review

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

2022

Asymmetry Disentanglement Network for Interpretable Acute Ischemic Stroke Infarct Segmentation in Non-contrast CT Scans

Ni, H., Xue, Y., Wong, K., Volpi, J., Wong, S. T. C., Wang, J. Z. & Huang, X., Sep 16 2022, (E-pub ahead of print) 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. 416-426 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13438 LNCS).

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

7 Scopus citations

A Time-Series Feature-Based Recursive Classification Model to Optimize Treatment Strategies for Improving Outcomes and Resource Allocations of COVID-19 Patients

Wang, L., Yin, Z., Puppala, M., Ezeana, C., Wong, K., He, T., Gotur, D. & Wong, S., Jul 1 2022, In: IEEE Journal of Biomedical and Health Informatics. 26, 7, p. 3323-3329 7 p.

Research output: Contribution to journal › Article › peer-review

Open Access

11 Scopus citations

Automatic Segmentation in Acute Ischemic Stroke: Prognostic Significance of Topological Stroke Volumes on Stroke Outcome

Wong, K. K., Cummock, J. S., Li, G., Ghosh, R., Xu, P., Volpi, J. J. & Wong, S. T. C., Sep 1 2022, In: Stroke. 53, 9, p. 2896-2905 10 p.

Research output: Contribution to journal › Article › peer-review

Open Access

14 Scopus citations

DeepStroke: An efficient stroke screening framework for emergency rooms with multimodal adversarial deep learning

Cai, T., Ni, H., Yu, M., Huang, X., Wong, K., Volpi, J., Wang, J. Z. & Wong, S. T. C., Aug 2022, In: Medical Image Analysis. 80, p. 102522 102522.

Research output: Contribution to journal › Article › peer-review

Open Access

9 Scopus citations

Image-to-image translation of label-free molecular vibrational images for a histopathological review using the UNet+/seg-cGAN model

He, Y., Li, J., Shen, S., Liu, K., WONG, KELVIN. K., He, T. & WONG, STEPHEN. T. C., Apr 1 2022, In: Biomedical Optics Express. 13, 4, p. 1924-1938 15 p.

Research output: Contribution to journal › Article › peer-review

Open Access

12 Scopus citations

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

7 Scopus citations

2021

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

3 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., Nov 1 2021, In: Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference. 2021, p. 1727-1730 4 p.

Research output: Contribution to journal › Article › peer-review

3 Scopus citations

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

13 Scopus citations

Memory-Augmented Capsule Network for Adaptable Lung Nodule Classification

Mobiny, A., Yuan, P., Cicalese, P. A., Moulik, S. K., Garg, N., Wu, C. C., Wong, K., Wong, S. T., He, T. C. & Nguyen, H. V., Oct 1 2021, In: IEEE Transactions on Medical Imaging. 40, 10, p. 2869-2879 11 p.

Research output: Contribution to journal › Article › peer-review

20 Scopus citations

Retrospective study of deep learning to reduce noise in non-contrast head CT images

Wong, K. K., Cummock, J. S., He, Y., Ghosh, R., Volpi, J. J. & Wong, S. T. C., Dec 2021, In: Computerized Medical Imaging and Graphics. 94, 101996.

Research output: Contribution to journal › Article › peer-review

Open Access

12 Scopus citations

Severe Cerebral Small Vessel Disease Burden Is Associated With Poor Outcomes After Endovascular Thrombectomy in Acute Ischemic Stroke With Large Vessel Occlusion

Hooper, D., Nisar, T., McCane, D., Lee, J., Ling, K. C., Vahidy, F., Wong, K., Wong, S., Chiu, D. & Gadhia, R., Feb 4 2021, In: Cureus. 13, 2, p. e13122

Research output: Contribution to journal › Article › peer-review

2020

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

6 Scopus citations

2019

Prognostic gene discovery in glioblastoma patients using deep learning

Wong, K. K., Rostomily, R. & Wong, S. T. C., Jan 1 2019, In: Cancers. 11, 1, 53.

Research output: Contribution to journal › Article › peer-review

Open Access

39 Scopus citations

2018

Subarachnoid hemorrhage – Induced block of cerebrospinal fluid flow: Role of brain coagulation factor III (tissue factor)

Golanov, E. V., Bovshik, E. I., Wong, K. K., Pautler, R. G., Foster, C. H., Federley, R. G., Zhang, J. Y., Mancuso, J., Wong, S. T. C. & Britz, G. W., Mar 2018, In: Journal of Cerebral Blood Flow and Metabolism. 38, 5, p. 793-808 16 p.

Research output: Contribution to journal › Article › peer-review

56 Scopus citations

2017

Magnetic resonance elastography measured shear stiffness as a biomarker of fibrosis in pediatric nonalcoholic fatty liver disease

Schwimmer, J. B., Behling, C., Angeles, J. E., Paiz, M., Durelle, J., Africa, J., Newton, K. P., Brunt, E. M., Lavine, J. E., Abrams, S. H., Masand, P., Krishnamurthy, R., Wong, K., Ehman, R. L., Yin, M., Glaser, K. J., Dzyubak, B., Wolfson, T., Gamst, A. C., Hooker, J., & 5 othersHaufe, W., Schlein, A., Hamilton, G., Middleton, M. S. & Sirlin, C. B., Nov 1 2017, In: Hepatology. 66, 5, p. 1474-1485 12 p.

Research output: Contribution to journal › Article › peer-review

104 Scopus citations

2016

Dual CARS and SHG image acquisition scheme that combines single central fiber and multimode fiber bundle to collect and differentiate backward and forward generated photons

Weng, S., Chen, X., Xu, X., Wong, K. K. & Wong, S. T. C., Jun 1 2016, In: Biomedical Optics Express. 7, 6, p. 2202-2218 17 p.

Research output: Contribution to journal › Article › peer-review

Open Access

1 Scopus citations

Technical pitfalls of signal truncation in perfusion MRI of glioblastoma

Wong, K. K., Fung, S. H., New, P. Z. & Wong, S. T. C., Aug 2 2016, In: Frontiers in Neurology. 7, AUG, p. 121 121.

Research output: Contribution to journal › Article › peer-review

2015

Effects of glioma presence during radiotherapy on tissue damage

Zawaski, J. A., Sabek, O., Wong, K. & Gaber, M. W., 2015, In: Cancer research. 75, 15, 3321.

Research output: Contribution to journal › Article › peer-review

Open Access

Functional brain interactions during reflexive micturition are absent from spinal cord injured rats with neurogenic bladder

Wong, K., Boone, T. B., Wong, S. T. C. & Munoz, A., Jun 1 2015, In: Neurourology and Urodynamics. 34, 5, p. 469-474 6 p.

Research output: Contribution to journal › Article › peer-review

11 Scopus citations

Multimodal nonlinear endo-microscopy probe design for high resolution, label-free intraoperative imaging

Chen, X., Xu, X., McCormick, D. T., Wong, K. & Wong, S. T. C., Jul 1 2015, In: Biomedical Optics Express. 6, 7, p. 2283-2293 11 p., A001.

Research output: Contribution to journal › Article › peer-review

19 Scopus citations

Novel Method for Automatic Segmentation of Infiltrative Glioblastoma

Wong, K. & Wong, S. T., 2015, Proceeding of International Society of Magnetic Resonance in Medicine. 2250

Research output: Chapter in Book/Report/Conference proceeding › Chapter (peer-reviewed) › peer-review

Prognostic biomarkers for progression-free survival in glioblastoma multiforme: quantitative imaging and gene expressions

Wong, K. & Wong, S. T., 2015, In: Cancer research. 75, 5281.

Research output: Contribution to journal › Meeting Abstract › peer-review

Radiomics Report 2015

Wong, K., 2015, Radiomics Report 2015. 10 p.

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

2014

Fiber bundle based endomicroscopy prototype with two collection channels for simultaneous coherent anti-Stokes Raman scattering and second harmonic generation imaging

Liu, Z., Satira, Z. A., Wang, X., Xu, X., Chen, X., Wong, K., Chen, S., Xin, J. & Wong, S. T. C., 2014, Multiphoton Microscopy in the Biomedical Sciences XIV. SPIE, 894814. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 8948).

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

Predictors for cortical gray matter volume in stroke patients with confluent white matter changes

Xiong, Y., Wong, A., Wong, K., Chu, W. C. W., Hu, X., Chen, X., Wong, K. S., Wong, S. T. C., Liu, X. & Mok, V., Mar 15 2014, In: Journal of the Neurological Sciences. 338, 1-2, p. 169-173 5 p.

Research output: Contribution to journal › Article › peer-review

2 Scopus citations

2013

Nonlinear motion compensation using cubature Kalman filter for in vivo fluorescence microendoscopy in peripheral lung cancer intervention

He, T., Xue, Z., Alvarado, M. V. Y., Wong, K. K., Xie, W. & Wong, S. T. C., 2013, In: Journal of Biomedical Optics. 18, 1, 016008.

Research output: Contribution to journal › Article › peer-review

3 Scopus citations

Transcriptional signaling pathways inversely regulated in Alzheimer's disease and glioblastoma multiform

Liu, T., Ren, D., Zhu, X., Yin, Z., Jin, G., Zhao, Z., Robinson, D., Li, X., Wong, K., Cui, K., Zhao, H. & Wong, S. T. C., Dec 10 2013, In: Scientific Reports. 3, 3467.

Research output: Contribution to journal › Article › peer-review

35 Scopus citations

2012

A minimally invasive multimodality image-guided (MIMIG) system for peripheral lung cancer intervention and diagnosis

He, T., Xue, Z., Lu, K., Valdivia y Alvarado, M., Wong, K. K., Xie, W. & Wong, S. T., Jul 1 2012, In: Computerized Medical Imaging and Graphics. 36, 5, p. 345-355 11 p.

Research output: Contribution to journal › Article › peer-review

18 Scopus citations

Motion correction for cellular-resolution multi-photon fluorescence microscopy imaging of awake head-restrained mice using speed embedded HMM

Chen, T., Xue, Z., Wang, C., Qu, Z., Wong, K. & Wong, S. T., Apr 1 2012, In: Computerized Medical Imaging and Graphics. 36, 3, p. 171-182 12 p.

Research output: Contribution to journal › Article › peer-review

4 Scopus citations

Multimodality theranostics and molecular imaging in the diagnosis and treatment of lung cancer

Raparia, K., Wong, K., Wong, S., Li, K. C. & Cagle, P. T., Mar 28 2012, Advances in Surgical Pathology: Lung Cancer. Wolters Kluwer Health Adis (ESP), p. 271-280 10 p.

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

Predictors for cognitive decline in patients with confluent white matter hyperintensities

Mok, V., Xiong, Y., Wong, K. K., Wong, A., Schmidt, R., Chu, W. W. C., Hu, X., Lung Leung, E. Y., Chen, S., Chen, Y., Tang, W. K., Chen, X., Ho, C. L., Wong, K. S. & Wong, S. T. C., Oct 2012, In: Alzheimer's and Dementia. 8, SUPPL. 5, p. S96-S103

Research output: Contribution to journal › Article › peer-review

23 Scopus citations

The degradation and clearance of Poly(N-hydroxypropyl-l-glutamine)-DTPA-Gd as a blood pool MRI contrast agent

Zhang, G., Zhang, R., Melancon, M. P., Wong, K., You, J., Huang, Q., Bankson, J., Liang, D. & Li, C., Jul 2012, In: Biomaterials. 33, 21, p. 5376-5383 8 p.

Research output: Contribution to journal › Article › peer-review

19 Scopus citations

2011

Cellular uptake and imaging studies of gadolinium-loaded single-walled carbon nanotubes as MRI contrast agents

Tang, A. M., Ananta, J. S., Zhao, H., Cisneros, B. T., Lam, E. Y., Wong, S. T., Wilson, L. J. & Wong, K. K., Mar 2011, In: Contrast Media and Molecular Imaging. 6, 2, p. 93-99 7 p.

Research output: Contribution to journal › Article › peer-review

32 Scopus citations

Characterization of a human tumorsphere glioma orthotopic model using magnetic resonance imaging

Wong, K., Young, G. S., Makale, M., Hu, X., Yildirim, N., Cui, K., Wong, S. T. C. & Kesari, S., Sep 2011, In: Journal of Neuro-Oncology. 104, 2, p. 473-481 9 p.

Research output: Contribution to journal › Article › peer-review

19 Scopus citations

Coherent anti-Stokes Raman scattering microscopy imaging with suppression of four-wave mixing in optical fibers

Wang, Z., Gao, L., Luo, P., Yang, Y., Hammoudi, A. A., Wong, K. K. & Wong, S. T. C., Apr 25 2011, In: Optics Express. 19, 9, p. 7960-7970 11 p.

Research output: Contribution to journal › Article › peer-review

32 Scopus citations

Cortical and frontal atrophy are associated with cognitive impairment in age-related confluent white-matter lesion

Mok, V., Wong, K. K., Xiong, Y., Wong, A., Schmidt, R., Chu, W., Hu, X., Leung, E. Y. L., Chen, S., Chen, Y., Tang, W. K., Chen, X., Ho, C. L., Wong, K. S. & Wong, S. T. C., Jan 2011, In: Journal of Neurology, Neurosurgery and Psychiatry. 82, 1, p. 52-57 6 p.

Research output: Contribution to journal › Article › peer-review

55 Scopus citations

Differential diagnosis of breast cancer using quantitative, label-free and molecular vibrational imaging

Yang, Y., Li, F., Gao, L., Wang, Z., Thrall, M. J., Shen, S. S., Wong, K. K. & Wong, S. T. C., Aug 1 2011, In: Biomedical Optics Express. 2, 8, p. 2160-2174 15 p.

Research output: Contribution to journal › Article › peer-review

69 Scopus citations

Image-guided fiberoptic molecular imaging in a VX2 rabbit lung tumor model

Valdivia Y Alvarado, M., Wong, K., Cheng He, T., Xue, Z. & Wong, S. T., Dec 2011, In: Journal of Vascular and Interventional Radiology. 22, 12, p. 1758-1764 7 p.

Research output: Contribution to journal › Article › peer-review

8 Scopus citations

Label-free high-resolution imaging of prostate glands and cavernous nerves using coherent anti-Stokes Raman scattering microscopy

Gao, L., Zhou, H., Thrall, M. J., Li, F., Yang, Y., Wang, Z., Luo, P., Wong, K. K., Palapattu, G. S. & Wong, S. T. C., Apr 1 2011, In: Biomedical Optics Express. 2, 4, p. 915-926 12 p.

Research output: Contribution to journal › Article › peer-review

70 Scopus citations

On-the-spot lung cancer differential diagnosis by label-free, molecular vibrational imaging and knowledge-based classification

Gao, L., Li, F., Thrall, M. J., Yang, Y., Xing, J., Hammoudi, A. A., Zhao, H., Massoud, Y., Cagle, P. T., Fan, Y., Wong, K. K., Wang, Z. & Wong, S. T. C., Sep 2011, In: Journal of Biomedical Optics. 16, 9, 096004.

Research output: Contribution to journal › Article › peer-review

36 Scopus citations

Support vector machine multiparametric MRI identification of pseudoprogression from tumor recurrence in patients with resected glioblastoma

Hu, X., Wong, K. K., Young, G. S., Guo, L. & Wong, S. T., Feb 2011, In: Journal of Magnetic Resonance Imaging. 33, 2, p. 296-305 10 p.

Research output: Contribution to journal › Article › peer-review

122 Scopus citations

Use of multimode optical fibers for fiber-based coherent anti-Stokes Raman scattering microendoscopy imaging

Wang, Z., Liu, Y., Gao, L., Chen, Y., Luo, P., Wong, K. K. & Wong, S. T. C., Aug 1 2011, In: Optics Letters. 36, 15, p. 2967-2969 3 p.

Research output: Contribution to journal › Article › peer-review

24 Scopus citations

2010

Accurate vascular delay estimation from low-temporal resolution image data set

Wong, K., Tam, C. & Ng, M., May 2010, In: IEEE Signal Processing Magazine. 27, 3, p. 155-158 4 p., 5447067.

Research output: Contribution to journal › Article › peer-review

2 Scopus citations

A minimally invasive multimodality image-guided (MIMIG) molecular imaging system for peripheral lung cancer intervention and diagnosis

He, T., Xue, Z., Wong, K. K., Alvarado, M. V. Y., Zhang, Y., Xie, W. & Wong, S. T. C., Dec 1 2010, Information Processing in Computer-Assisted Interventions - First International Conference, IPCAI 2010, Proceedings. p. 102-112 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 6135 LNCS).

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

6 Scopus citations

Kelvin Wong, PhD

Research output

Search results