The current plethora of imaging technologies such as magnetic resonance imaging (MR), computed tomography (CT), position emission tomography (PET), optical coherence tomography (OCT), and ultrasound provide great insight into the different anatomical and functional processes of the human body. While such imaging technologies have improved significantly over the years to provide improved resolution and signal-to-noise ratio (SNR), as well as reduced acquisition speed, there are still many fundamental trade-offs between these three aspects due to operational, financial, and physical constraints. As such, the acquired data can be largely unusable in raw form due to factors such as noise, technology-related artifacts, poor resolution, and contrast. Furthermore, given the complexities of biomedical imaging data, it is often difficult for research scientists and clinicians to interpret and analyze the acquired data in a meaningful and efficient fashion. Researchers in the VIP group are developing novel and exciting ways to address the issues associated with biomedical imaging to assist clinicians, radiologists, pathologists, and clinical research scientists in better visualizing, diagnosing, and understanding various diseases affecting the human body.
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Abedi H., Omer A.E., Hanna J., Ansariyan A., Ding S., Perez A.F., Paraschuk T., Morita P.P., Boger J., Wong A., Safavi-Naeini S., and Shaker G, "On the Use of an In-Package Dielectric Lens Antenna for Radar-Based Applications", IEEE Transactions on Components, Packaging and Manufacturing Technology, vol. 14, pp. 315-327, 2024. Get it here.
Abedi H., Boger J., Morita P.P., Wong A., and Shaker G, "Hallway Gait Monitoring System Using an In-Package Integrated Dielectric Lens Paired with a mm-Wave Radar", Sensors, vol. 23, 2023. Get it here.
Vanberlo B., Li B., Hoey J., and Wong A, "Self-Supervised Pretraining Improves Performance and Inference Efficiency in Multiple Lung Ultrasound Interpretation Tasks", IEEE Access, vol. 11, pp. 135696-135707, 2023. Get it here.
Hosseinaee Z., Pellegrino N., Abbasi N., Amiri T., Simmons J.A.T., Fieguth P., and Haji Reza P, "In-vivo functional and structural retinal imaging using multiwavelength photoacoustic remote sensing microscopy", Scientific Reports, vol. 12, 2022. Get it here.
Pellegrino N., Ecclestone B.R., Dinakaran D., van Landeghem F., Fieguth P., and Reza P.H, "Time-domain feature extraction for target specificity in photoacoustic remote sensing microscopy", Optics Letters, vol. 47, pp. 3952-3955, 2022. Get it here.
Wong A., Gunraj H., Sivan V., and Haider M.A, "Synthetic correlated diffusion imaging hyperintensity delineates clinically significant prostate cancer", Scientific Reports, vol. 12, 2022. Get it here.
Aboutalebi H., Pavlova M., Gunraj H., Shafiee M.J., Sabri A., Alaref A., and Wong A, "MEDUSA: Multi-Scale Encoder-Decoder Self-Attention Deep Neural Network Architecture for Medical Image Analysis", Frontiers in Medicine, vol. 8, 2022. Get it here.
Liu X., Yang X., Wang D., Wong A., Ma L., and Li L, "VidAF: A Motion-Robust Model for Atrial Fibrillation Screening From Facial Videos", IEEE Journal of Biomedical and Health Informatics, vol. 26, pp. 1672-1683, 2022. Get it here.
Pavlova M., Terhljan N., Chung A.G., Zhao A., Surana S., Aboutalebi H., Gunraj H., Sabri A., Alaref A., and Wong A, "COVID-Net CXR-2: An Enhanced Deep Convolutional Neural Network Design for Detection of COVID-19 Cases From Chest X-ray Images", Frontiers in Medicine, vol. 9, 2022. Get it here.
Lee J.R.H., Pavlova M., Famouri M., and Wong A, "Cancer-Net SCa: tailored deep neural network designs for detection of skin cancer from dermoscopy images", BMC Medical Imaging, vol. 22, 2022. Get it here.
Gunraj H., Sabri A., Koff D., and Wong A, "COVID-Net CT-2: Enhanced Deep Neural Networks for Detection of COVID-19 From Chest CT Images Through Bigger, More Diverse Learni", Frontiers in Medicine, vol. 8, 2022. Get it here.
Hosseinaee Z., Ecclestone B., Pellegrino N., Khalili L., Mukhangaliyeva L., Fieguth P., and Reza P.H, "Functional photoacoustic remote sensing microscopy using a stabilized temperature-regulated stimulated Raman scattering light so", Optics Express, vol. 29, pp. 29745-29754, 2021. Get it here.
Cudlip A.C., Callaghan J.P., Dulhanty C., Wong A., and Dickerson C.R, "Quantifying supraspinatus tendon responses to exposures emulative of human physiological levels in an animal model", Journal of Biomechanics, vol. 122, 2021. Get it here.
Carrington A.M., Fieguth P.W., Qazi H., Holzinger A., Chen H.H., Mayr F., and Manuel D.G, "A new concordant partial AUC and partial c statistic for imbalanced data in the evaluation of machine learning algorithms", BMC Medical Informatics and Decision Making, vol. 20, 2020. Get it here.
Ecclestone B.R., Bell K., Abbasi S., Dinakaran D., van Landeghem F.K.H., Mackey J.R., Fieguth P., and Haji Reza P, "Improving maximal safe brain tumor resection with photoacoustic remote sensing microscopy", Scientific Reports, vol. 10, 2020. Get it here.
Gunraj H., Wang L., and Wong A, "COVIDNet-CT: A Tailored Deep Convolutional Neural Network Design for Detection of COVID-19 Cases From Chest CT Images", Frontiers in Medicine, vol. 7, 2020. Get it here.
Viggiani D., Mannen E.M., Nelson-Wong E., Wong A., Ghiselli G., Shelburne K.B., Davidson B.S., and Callaghan J.P, "Lumbar intervertebral kinematics during an unstable sitting task and its association with standing-induced low back pain", Journal of Applied Biomechanics, vol. 36, pp. 423-435, 2020. Get it here.
Liu X., Yang X., Jin J., and Wong A, "Detecting Pulse Wave from Unstable Facial Videos Recorded from Consumer-Level Cameras: A Disturbance-Adaptive Orthogonal Matchin", IEEE Transactions on Biomedical Engineering, vol. 67, pp. 3352-3362, 2020. Get it here.
Fewster K.M., Noguchi M., Gooyers C.E., Wong A., and Callaghan J.P, "Exploring the regional disc bulge response of the cervical porcine intervertebral disc under varying loads and posture", Journal of Biomechanics, vol. 104, 2020. Get it here.
Fewster K.M., Haider S., Gooyers C.E., Callaghan J., and Wong A, "A computerised system for measurement of the radial displacement of the intervertebral disc using a laser scanning device", Computer Methods in Biomechanics and Biomedical Engineering: Imaging and Visualization, vol. 8, pp. 287-293, 2020. Get it here.
Al-Jebrni A.H., Chwyl B., Wang X.Y., Wong A., and Saab B.J, "AI-enabled remote and objective quantification of stress at scale", Biomedical Signal Processing and Control, vol. 59, 2020. Get it here.
Dulhanty C., Wang L., Cheng M., Gunraj H., Khalvati F., Haider M.A., and Wong A, "Radiomics driven diffusion weighted imaging sensing strategies for zone-level prostate cancer sensing", Sensors (Switzerland), vol. 20, 2020. Get it here.
Kumar D., Sankar V., Clausi D., Taylor G.W., and Wong A, "SISC: End-to-End Interpretable Discovery Radiomics-Driven Lung Cancer Prediction via Stacked Interpretable Sequencing Cells", IEEE Access, vol. 7, pp. 145444-145454, 2019. Get it here.
Amelard R., and Wong A, "Hemodynamic imaging", Encyclopedia of Biomedical Engineering, vol. 1, pp. 545-550, 2019. Get it here.
Kazemzadeh F., and Wong A, "Digital holographic microscopy", Encyclopedia of Biomedical Engineering, vol. 1, pp. 519-523, 2019. Get it here.
Khalvati F., Zhang Y., Wong A., and Haider M.A, "Radiomics", Encyclopedia of Biomedical Engineering, vol. 1, pp. 597-603, 2019. Get it here.
Deglint J.L., Jin C., Chao A., and Wong A, "The Feasibility of Automated Identification of Six Algae Types Using Feed-Forward Neural Networks and Fluorescence-Based Spectra", IEEE Access, vol. 7, pp. 7041-7053, 2019. Get it here.
Jin C., Mesquita M.M.F., Deglint J.L., Emelko M.B., and Wong A, "Quantification of cyanobacterial cells via a novel imaging-driven technique with an integrated fluorescence signature", Scientific Reports, vol. 8, 2018. Get it here.
Wang X., Ho P.-H., Wong A., and Peng L, "Cognitive-Empowered Femtocells: An Intelligent Paradigm for Femtocell Networks", Wireless Communications and Mobile Computing, vol. 127, 2018. Get it here.
Khalvati F., Zhang J., Chung A.G., Shafiee M.J., Wong A., and Haider M.A, "MPCaD: A multi-scale radiomics-driven framework for automated prostate cancer localization and detection", BMC Medical Imaging, vol. 18, 2018. Get it here.
Tan B., Wong A., and Bizheva K, "Enhancement of morphological and vascular features in OCT images using a modified Bayesian residual transform", Biomedical Optics Express, vol. 9, pp. 2394-2406, 2018. Get it here.
Khodadad I., Shafiee J., Wong A., Kazemzadeh F., and Arlette J, "Deep tissue sequencing using hypodermoscopy and augmented intelligence to analyze atypical pigmented lesions", Journal of Cutaneous Medicine and Surgery, vol. 22, pp. 583-590, 2018. Get it here.
Shafiee M.J., Chung A.G., Khalvati F., Haider M.A., and Wong A, "Discovery radiomics via evolutionary deep radiomic sequencer discovery for pathologically proven lung cancer detection", Journal of Medical Imaging, vol. 4, 2017. Get it here.
Arlette J., Wong A., Khodadad I., and Kazemzadeh F, "Deep Tissue Sequencing Using Augmented Intelligence to Probe Melanocytic Lesions", Journal of Cutaneous Medicine and Surgery, vol. 21, pp. 572, 2017. Get it here.
Clark T., Zhang J., Baig S., Wong A., Haider M., and Khalvati F, "Fully automated segmentation of prostate whole gland and transition zone in diffusion-weighted MRI using convolutional neural ne", Journal of Medical Imaging, vol. 4, 2017. Get it here.
Zhang Y., Oikonomou A., Wong A., Haider M.A., and Khalvati F, "Radiomics-based Prognosis Analysis for Non-Small Cell Lung Cancer", Scientific Reports, vol. 7, 2017. Get it here.
Amelard R., Clausi D.A., and Wong A, "Spectral-spatial fusion model for robust blood pulse waveform extraction in photoplethysmographic imaging", Biomedical Optics Express, vol. 7, pp. 4874-4885, 2016. Get it here.
Amelard R., Clausi D.A., and Wong A, "Spatial probabilistic pulsatility model for enhancing photoplethysmographic imaging systems", Journal of Biomedical Optics, vol. 21, 2016. Get it here.
Liu C., Wong A., Akhlagh Moayed A., Fieguth P., Bie H., and Bizheva K, "Automatic tracking of pupillary dynamics from in vivo functional optical coherence tomography images", Computer Methods in Biomechanics and Biomedical Engineering: Imaging and Visualization, vol. 4, pp. 306-316, 2016. Get it here.
Kazemzadeh F., and Wong A, "Laser Light-field Fusion for Wide-field Lensfree On-chip Phase Contrast Microscopy of Nanoparticles", Scientific Reports, vol. 6, 2016. Get it here.
Boroomand A., Shafiee M.J., Khalvati F., Haider M.A., and Wong A, "Noise-Compensated, Bias-Corrected Diffusion Weighted Endorectal Magnetic Resonance Imaging via a Stochastically Fully-Connected ", IEEE Transactions on Medical Imaging, vol. 35, pp. 2587-2597, 2016. Get it here.
Li E., Khalvati F., Shafiee M.J., Haider M.A., and Wong A, "Sparse reconstruction of compressive sensing MRI using cross-domain stochastically fully connected conditional random fields", BMC Medical Imaging, vol. 16, 2016. Get it here.
Cameron A., Khalvati F., Haider M.A., and Wong A, "MAPS: A Quantitative Radiomics Approach for Prostate Cancer Detection", IEEE Transactions on Biomedical Engineering, vol. 63, pp. 1145-1156, 2016. Get it here.
Haider S.A., Cameron A., Siva P., Lui D., Shafiee M.J., Boroomand A., Haider N., and Wong A, "Fluorescence microscopy image noise reduction using a stochastically-connected random field model", Scientific Reports, vol. 6, 2016. Get it here.
Amelard R., Glaister J., Wong A., and Clausi D.A, "High-Level Intuitive Features (HLIFs) for intuitive skin lesion description", IEEE Transactions on Biomedical Engineering, vol. 62, pp. 820-831, 2015. Get it here.
Shafiee M.J., Haider S.A., Wong A., Lui D., Cameron A., Modhafar A., Fieguth P., and Haider M.A, "Apparent ultra-high b-value diffusion-weighted image reconstruction via hidden conditional random fields", IEEE Transactions on Medical Imaging, vol. 34, pp. 1111-1124, 2015. Get it here.
Wong A., Liu C., YuWang X., Fieguth P., and Bie H, "Homotopic non-local regularized reconstruction from sparse positron emission tomography measurements", BMC Medical Imaging, vol. 15, 2015. Get it here.
Wong A., Scharcanski J., and Fieguth P, "Automatic skin lesion segmentation via iterative stochastic region merging", IEEE Transactions on Information Technology in Biomedicine, vol. 15, pp. 929-936, 2015. Get it here.
Kachouie N.N., and Fieguth P.W, "Extended-Hungarian-JPDA: Exact single-frame stem cell tracking", IEEE Transactions on Biomedical Engineering, vol. 54, pp. 2011-2019, 2015. Get it here.
Lakshminarayanan V., Zelek J., and McBride A, ""Science" in eye care and medicine", Optics and Photonics News, vol. 26, pp. 44-51, 2015. Get it here.
Kazemzadeh F., Jin C., Molladavoodi S., Mei Y., Emelko M.B., Gorbet M.B., and Wong A, "Lens-free spectral light-field fusion microscopy for contrast- and resolution-enhanced imaging of biological specimens", Optics Letters, vol. 40, pp. 3862-3865, 2015. Get it here.
Chung A.G., Khalvati F., Shafiee M.J., Haider M.A., and Wong A, "Prostate cancer detection via a quantitative radiomics-driven conditional random field framework", IEEE Access, vol. 3, pp. 2531-2541, 2015. Get it here.
Wong A., Wang X.Y., and Gorbet M, "Bayesian-based deconvolution fluorescence microscopy using dynamically updated nonstationary expectation estimates", Scientific Reports, vol. 5, 2015. Get it here.
Lui D., Modhafar A., Haider M.A., and Wong A, "Monte Carlo-based noise compensation in coil intensity corrected endorectal MRI", BMC Medical Imaging, vol. 15, 2015. Get it here.
Khalvati F., Wong A., and Haider M.A, "Automated prostate cancer detection via comprehensive multi-parametric magnetic resonance imaging texture feature models", BMC Medical Imaging, vol. 15, 2015. Get it here.
Wong A., Kazemzadeh F., Jin C., and Wang X.Y, "Bayesian-based aberration correction and numerical diffraction for improved lensfree on-chip microscopy of biological specimens", Optics Letters, vol. 40, pp. 2233-2236, 2015. Get it here.
Cho D.S., Wong A., Callaghan J.P., Yates J., and Clausi D.A, "Markov-chain Monte Carlo-based image reconstruction for streak artefact reduction on contrast-enhanced computed tomography", Computer Methods in Biomechanics and Biomedical Engineering: Imaging and Visualization, vol. 2, pp. 67-75, 2014. Get it here.
Glaister J., Wong A., and Clausi D.A, "Segmentation of skin lesions from digital images using joint statistical texture distinctiveness", IEEE Transactions on Biomedical Engineering, vol. 61, pp. 1220-1230, 2014. Get it here.
Davoudi B., Bizheva K., Wong A., Dinniwell R., Levin W., and Vitkin A, "Correlating optical coherence tomography images with dose distribution in late oral radiation toxicity patients", Photonics and Lasers in Medicine, vol. 3, pp. 311-321, 2014. Get it here.
Lui D., Modhafar A., Glaister J., Wong A., and Haider M.A, "Monte Carlo bias field correction in endorectal diffusion imaging", IEEE Transactions on Biomedical Engineering, vol. 61, pp. 368-380, 2014. Get it here.
Khalvati F., Modhafar A., Cameron A., Wong A., and Haider M.A, "A multi-parametric diffusion magnetic resonance imaging texture feature model for prostate cancer analysis", Mathematics and Visualization, vol. 39, pp. 79-88, 2014. Get it here.
and , "Noise-compensated homotopic non-local regularized reconstruction for rapid retinal optical coherence tomography image acquisitio", BMC Medical Imaging, vol. 14, 2014. Get it here.
Wong A., Mishra A., Fieguth P., and Clausi D.A, "Sparse reconstruction of breast MRI using homotopic L
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Vanberlo B., Li B., Wong A., Hoey J., and Arntfield R, "Exploring the Utility of Self-Supervised Pretraining Strategies for the Detection of Absent Lung Sliding in M-Mode Lung Ultrasou", IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops, 2023. Get it here. Tweel J., Pellegrino N., Ecclestone B.R., Fieguth P., and Reza P.H, "Tissue-Specific Labelling using Temporal Feature Extraction in Photoacoustic Remote Sensing Microscopy", Optics InfoBase Conference Papers, 2022. Get it here. Lee P.Q., Zelek J.S., and Mombaur K, "Simulating and Optimizing Nasopharyngeal Swab Insertion Paths for use in Robotics", Proceedings of the IEEE RAS and EMBS International Conference on Biomedical Robotics and Biomechatronics, 2022. Get it here. Xu C., Famouri M., Bathla G., Nair S., Shafiee M.J., and Wong A, "CellDefectNet: A Machine-designed Attention Condenser Network for Electroluminescence-based Photovoltaic Cell Defect Inspection", Proceedings - 2022 19th Conference on Robots and Vision, CRV 2022, 2022. Get it here. Liu X., Yang X., Wang D., Wong A., Ma L., and Li L, "VidAF: A Motion-Robust Model for Screening Atrial Fibrillation from Facial Videos", IEEE Journal of Biomedical and Health Informatics, 2022. Get it here. Vats K., Fani M., Clausi D.A., and Zelek J, "Multi-task learning for jersey number recognition in ice hockey", MMSports 2021 - Proceedings of the 4th International Workshop on Multimedia Content Analysis in Sports, co-located with ACM MM 2021, 2021. Get it here. Laschowski B., McNally W., Wong A., and McPhee J, "Computer Vision and Deep Learning for Environment-Adaptive Control of Robotic Lower-Limb Exoskeletons", Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS, 2021. Get it here. Abedi H., Morita P.P., Boger J., Wong A., and Shaker G, "In-Package Integrated Dielectric Lens Paired with a MIMO mm-Wave Radar for Corridor Gait Monitoring", 2021 IEEE International Symposium on Antennas and Propagation and North American Radio Science Meeting, APS/URSI 2021 - Proceedings, 2021. Get it here. Sengupta S., Athwale A., Gulati T., Zelek J., and Lakshminarayanan V, "Funsyn-Net: Enhanced residual variational auto-encoder and image-to-image translation network for fundus image synthesis", Progress in Biomedical Optics and Imaging - Proceedings of SPIE, 2020. Get it here. Laschowski B., McNally W., Wong A., and McPhee J, "Comparative Analysis of Environment Recognition Systems for Control of Lower-Limb Exoskeletons and Prostheses", Proceedings of the IEEE RAS and EMBS International Conference on Biomedical Robotics and Biomechatronics, 2020. Get it here. Boroomand A., Tan B., Shafiee M.J., Bizheva K., and Wong A, "A random field computational adaptive optics framework for optical coherence microscopy", Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 2019. Get it here. Hosseinaee Z., Tan B., Kralj O., Han L., Wong A., Sorbara L., and Bizheva K, "Fully automated corneal nerve segmentation algorithm for corneal nerves analysis from in-vivo UHR-OCT images", Progress in Biomedical Optics and Imaging - Proceedings of SPIE, 2019. Get it here. Neher H., Arlette J., and Wong A, "Discovery radiomics for detection of severely atypical melanocytic lesions (saml) from skin imaging via deep residual group conv", Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 2019. Get it here. Kazemzadeh F., Li-Chang H., and Wong A, "Enhanced spectral lightfield fusion microscopy via deep computational optics for whole-slide pathology", Progress in Biomedical Optics and Imaging - Proceedings of SPIE, 2019. Get it here. Kabiljagic D., and Wong A, "Resolution-enhanced digital epiluminescence microscopy using deep computational optics", Progress in Biomedical Optics and Imaging - Proceedings of SPIE, 2019. Get it here. Deglint J.L., Jin C., and Wong A, "A multispectral Bayesian-based computational microscopy method for enhancing image quality", Progress in Biomedical Optics and Imaging - Proceedings of SPIE, 2019. Get it here. Amelard R., Pfisterer K.J., Jagani S., Clausi D.A., and Wong A, "Non-contact assessment of obstructive sleep apnea cardiovascular biomarkers using photoplethysmography imaging", Progress in Biomedical Optics and Imaging - Proceedings of SPIE, 2018. Get it here. Roy P., Kuppuswamy Parthasarathy M., Zelek J., and Lakshminarayanan V, "Comparison of Gaussian filter versus wavelet-based denoising on graph-based segmentation of retinal OCT images", Progress in Biomedical Optics and Imaging - Proceedings of SPIE, 2018. Get it here. Gholami P., Sheikh Hassani M., Kuppuswamy Parthasarathy M., Zelek J.S., and Lakshminarayanan V, "Classification of optical coherence tomography images for diagnosing different ocular diseases", Progress in Biomedical Optics and Imaging - Proceedings of SPIE, 2018. Get it here. Roy P., Gholami P., Kuppuswamy Parthasarathy M., Zelek J., and Lakshminarayanan V, "Automated intraretinal layer segmentation of optical coherence tomography images using graph-theoretical methods", Progress in Biomedical Optics and Imaging - Proceedings of SPIE, 2018. Get it here. Gholami P., Roy P., Kuppuswamy Parthasarathy M., Ommani A., Zelek J., and Lakshminarayanan V, "Intra-retinal segmentation of optical coherence tomography images using active contours with a dynamic programming initializatio", Progress in Biomedical Optics and Imaging - Proceedings of SPIE, 2018. Get it here. Boroomand A., Shaker G., Morita P.P., Wong A., and Boger J, "Autonomous gait speed estimation using 24GHz FMCW radar technology", 2018 IEEE EMBS International Conference on Biomedical and Health Informatics, BHI 2018, 2018. Get it here. Kumar D., Menkovski V., Taylor G.W., and Wong A, "Understanding anatomy classification through attentive response maps", Proceedings - International Symposium on Biomedical Imaging, 2018. Get it here. Pfisterer K.J., Amelard R., and Wong A, "Differential color space analysis for investigating nutrient content in a puréed food dilution-flavor matrix: A step toward obj", Progress in Biomedical Optics and Imaging - Proceedings of SPIE, 2018. Get it here. Haider S.A., Tran M.Y., and Wong A, "Computational circular dichroism estimation for point-of-care diagnostics via vortex half-wave retarders", Progress in Biomedical Optics and Imaging - Proceedings of SPIE, 2018. Get it here. Cho D.S., Khalvati F., Clausi D.A., and Wong A, "A machine learning-driven approach to computational physiological modeling of skin cancer", Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 2017. Get it here. Amelard R., Hughson R.L., Greaves D.K., Clausi D.A., and Wong A, "Assessing photoplethysmographic imaging performance beyond facial perfusion analysis", Progress in Biomedical Optics and Imaging - Proceedings of SPIE, 2017. Get it here. Amelard R., Hughson R.L., Clausi D.A., and Wong A, "Non-contact arrhythmia assessment in natural settings: A step toward preventive cardiac care", Progress in Biomedical Optics and Imaging - Proceedings of SPIE, 2017. Get it here. Leopold H.A., Orchard J., Zelek J., and Lakshminarayanan V, "Use of gabor filters and deep networks in the segmentation of retinal vessel morphology", Progress in Biomedical Optics and Imaging - Proceedings of SPIE, 2017. Get it here. Leopold H.A., Orchard J., Zelek J., and Lakshminarayanan V, "Segmentation and feature extraction of retinal vascular morphology", Progress in Biomedical Optics and Imaging - Proceedings of SPIE, 2017. Get it here. Chwyl B., Chung A.G., Shafiee M.J., Fu Y., and Wong A, "DeepPredict: A deep predictive intelligence platform for patient monitoring", Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS, 2017. Get it here. Kumar D., Chung A.G., Shaifee M.J., Khalvati F., Haider M.A., and Wong A, "Discovery radiomics for pathologically-proven computed tomography lung cancer prediction", Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 2017. Get it here. Karimi A.-H., Chung A.G., Shafiee M.J., Khalvati F., Haider M.A., Ghodsi A., and Wong A, "Discovery radiomics via a mixture of deep ConvNet sequencers for multi-parametric MRI prostate cancer classification", Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 2017. Get it here. Boroomand A., Tan B., Wong A., and Bizheva K, "A stochastically fully connected conditional random field framework for super resolution OCT", Progress in Biomedical Optics and Imaging - Proceedings of SPIE, 2017. Get it here. Khalvati F., Zhang J., Wong A., and Haider M.A, "Bag of bags: Nested multi instance classification for prostate cancer detection", Proceedings - 2016 15th IEEE International Conference on Machine Learning and Applications, ICMLA 2016, 2017. Get it here. Haider S.A., Kazemzadeh F., and Wong A, "Computational laser intensity stabilisation for organic molecule concentration estimation in low-resource settings", Progress in Biomedical Optics and Imaging - Proceedings of SPIE, 2017. Get it here. Clark T., Wong A., Haider M.A., and Khalvati F, "Fully deep convolutional neural networks for segmentation of the prostate gland in diffusion-weighted MR images", Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 2017. Get it here. Zhang J., Baig S., Wong A., Haider M.A., and Khalvati F, "Segmentation of prostate in diffusion MR images via clustering", Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 2017. Get it here. Deglint J., Chung A.G., Chwyl B., Amelard R., Kazemzadeh F., Wang X.Y., Clausi D.A., and Wong A, "Photoplethysmographic imaging via spectrally demultiplexed erythema fluctuation analysis for remote heart rate monitoring", Progress in Biomedical Optics and Imaging - Proceedings of SPIE, 2016. Get it here. Kasiri K., Fieguth P., and Clausi D.A, "Sorted self-similarity for multi-modal image registration", Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS, 2016. Get it here. Amelard R., Pfisterer K.J., Clausi D.A., and Wong A, "Non-contact hematoma damage and healing assessment using reflectance photoplethysmographic imaging", Progress in Biomedical Optics and Imaging - Proceedings of SPIE, 2016. Get it here. Amelard R., Clausi D.A., and Wong A, "Spectral photoplethysmographic imaging sensor fusion for enhanced heart rate detection", Progress in Biomedical Optics and Imaging - Proceedings of SPIE, 2016. Get it here. Boroomand A., Li E., Shafiee M.J., Haider M.A., Khalvati F., and Wong A, "A unified Bayesian-based compensated magnetic resonance imaging", Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS, 2016. Get it here. Khalvati F., Zhang J., Haider M.A., and Wong A, "Enhanced dual-stage correlated diffusion imaging", Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS, 2016. Get it here. Kazemzadeh F., Jin C., Yu M., Amelard R., Haider S., Saini S., Emelko M., Clausi D.A., and Wong A, "Multispectral digital holographic microscopy with applications in water quality assessment", Proceedings of SPIE - The International Society for Optical Engineering, 2015. Get it here. Deglint J., Kazemzadeh F., Shafiee M.J., Li E., Khodadad I., Saini S.S., Wong A., and Clausi D.A, "Virtual spectral multiplexing for applications in in-situ imaging microscopy of transient phenomena", Proceedings of SPIE - The International Society for Optical Engineering, 2015. Get it here. Chung A., Wang X.Y., Amelard R., Scharfenberger C., Leong J., Kulinski J., Wong A., and Clausi D.A, "High-resolution motion-compensated imaging photoplethysmography for remote heart rate monitoring", Progress in Biomedical Optics and Imaging - Proceedings of SPIE, 2015. Get it here. Kazemzadeh F., Haider S., Jin C., Clausi D.A., and Wong A, "Concurrent fluorescence macro-imaging across multiple spectral regions in the visible and the near infrared", Proceedings of SPIE - The International Society for Optical Engineering, 2015. Get it here. Cho D.S., Haider S., Amelard R., Wong A., and Clausi D.A, "Quantitative features for computer-aided melanoma classification using spatial heterogeneity of eumelanin and pheomelanin concen", Proceedings - International Symposium on Biomedical Imaging, 2015. Get it here. Kumar D., Wong A., and Clausi D.A, "Lung Nodule Classification Using Deep Features in CT Images", Proceedings -2015 12th Conference on Computer and Robot Vision, CRV 2015, 2015. Get it here. Amelard R., Scharfenberger C., Wong A., and Clausi D.A, "Illumination-compensated non-contact imaging photoplethysmography via dual-mode temporally coded illumination", Progress in Biomedical Optics and Imaging - Proceedings of SPIE, 2015. Get it here. Amelard R., Scharfenberger C., Wong A., and Clausi D.A, "Non-contact assessment of melanin distribution via multispectral temporal illumination coding", Progress in Biomedical Optics and Imaging - Proceedings of SPIE, 2015. Get it here. Carrington A.M., Fieguth P.W., and Chen H.H, "A new Mercer sigmoid kernel for clinical data classification", 2014 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2014, 2015. Get it here. Marschall S., Gawish A., Feng Y., Sorbara L., Fieguth P., and Bizheva K, "In-vivo imaging of keratoconic corneas using high-speed high-resolution swept-source OCT", Progress in Biomedical Optics and Imaging - Proceedings of SPIE, 2015. Get it here. Shafiee M.J., Azimifar Z., Wong A., and Fieguth P, "A novel hierarchical model-based frame rate up-conversion via spatio-temporal conditional random fields", Proceedings - 2011 IEEE InternationalSymposium on Multimedia, ISM 2011, 2015. Get it here. Kachouie N.N., and Fieguth P, "Background estimation for microscopic cellular images", Proceedings - International Conference on Image Processing, ICIP, 2015. Get it here. Kachouie N.N., and Fieguth P, "A medical texture local binary pattern for TRUS prostate segmentation", Annual International Conference of the IEEE Engineering in Medicine and Biology - Proceedings, 2015. Get it here. Kachouie N.N., Fieguth P., and Rahnamayan S, "An elliptical level set method for automatic TRUS prostate image segmentation", Sixth IEEE International Symposium on Signal Processing and Information Technology, ISSPIT, 2015. Get it here. Kachouie N.N., and Fieguth P, "A combined BayesShrink Wavelet-Ridgelet technique for image denoising", 2006 IEEE International Conference on Multimedia and Expo, ICME 2006 - Proceedings, 2015. Get it here. Kachouie N.N., and Fieguth P, "A narrow-band level-set method with dynamic velocity for neural stem cell cluster segmentation", Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 2015. Get it here. Kachouie N.N., Lee L.J., and Fieguth P, "A probabilistic living cell segmentation model", Proceedings - International Conference on Image Processing, ICIP, 2015. Get it here. Chung A.G., Scharfenberger C., Khalvati F., Wong A., and Haider M.A, "Statistical textural distinctiveness in multi-parametric prostate MRI for suspicious region detection", Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 2015. Get it here. Haider S.A., Shafiee M.J., Chung A., Khalvati F., Oikonomou A., Wong A., and Haider M.A, "Single-click, semi-automatic lung nodule contouring using hierarchical conditional random fields", Proceedings - International Symposium on Biomedical Imaging, 2015. Get it here. Boroomand A., Tan B., Wong A., and Bizheva K, "Axial resolution improvement in Spectral Domain Optical Coherence Tomography using a depth-adaptive maximum-a-posterior framewor", Progress in Biomedical Optics and Imaging - Proceedings of SPIE, 2015. Get it here. Boroomand A., Shafiee M.J., Wong A., and Bizheva K, "Lateral resolution enhancement via imbricated spectral domain optical coherence tomography in a maximum-a-posterior reconstructi", Progress in Biomedical Optics and Imaging - Proceedings of SPIE, 2015. Get it here. Wong A., Khalvati F., and Haider M.A, "Dual-stage correlated diffusion imaging", Proceedings - International Symposium on Biomedical Imaging, 2015. Get it here. Cho D.S., Haider S., Amelard R., Wong A., and Clausi D, "Physiological characterization of skin lesion using non-linear random forest regression model", 2014 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2014, 2014. Get it here. Kasiri K., Clausi D.A., and Fieguth P, "Multi-modal image registration using structural features", 2014 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2014, 2014. Get it here. Haider S., Cho D., Amelard R., Wong A., and Clausi D.A, "Enhanced classification of malignant melanoma lesions via the integration of physiological features from dermatological photogra", 2014 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2014, 2014. Get it here. Lui D., Scharfenberger C., De Carvalho D.E., Callaghan J.P., and Wong A, "Semi-automatic Fisher-Tippett guided active contour for lumbar multifidus muscle segmentation", 2014 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2014, 2014. Get it here. Cameron A., Modhafar A., Khalvati F., Lui D., Shafiee M.J., Wong A., and Haider M, "Multiparametric MRI prostate cancer analysis via a hybrid morphological-textural model", 2014 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2014, 2014. Get it here. Ng S., Fakih A., Fourney A., Poupart P., and Zelek J, "Towards a mobility diagnostic tool: Tracking rollator users' leg pose with a monocular vision system", Proceedings of the 31st Annual International Conference of the IEEE Engineering in Medicine and Biology Society: Engineering the Future of Biomedicine, EMBC 2009, 2013. Get it here. Wong F., and Zelek J.S, "Tactile & inertial patterns from a long white cane", Proceedings of the First IEEE/RAS-EMBS International Conference on Biomedical Robotics and Biomechatronics, 2006, BioRob 2006, 2013. Get it here. Ersi E.F., and Zelek J, "Robust human skin detection in complex environments", VISAPP 2006 - Proceedings of the 1st International Conference on Computer Vision Theory and Applications, 2013. Get it here. Medeiros R.S., Scharcanski J., and Wong A, "Multi-scale stochastic color texture models for skin region segmentation and gesture detection", Electronic Proceedings of the 2013 IEEE International Conference on Multimedia and Expo Workshops, ICMEW 2013, 2013. Get it here. Tung F., and Wong A, "Polynomial self-similarity for object classification", Electronic Proceedings of the 2013 IEEE International Conference on Multimedia and Expo Workshops, ICMEW 2013, 2013. Get it here. Glaister J., Wong A., and Clausi D.A, "Illumination correction in dermatological photographs using multi-stage illumination modeling for skin lesion analysis", Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS, 2012. Get it here. Schwartz S., Wong A., and Clausi D.A, "Saliency-guided compressive fluorescence microscopy", Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS, 2012. Get it here. Amelard R., Wong A., and Clausi D.A, "Extracting morphological high-level intuitive features (HLIF) for enhancing skin lesion classification", Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS, 2012. Get it here. Amelard R., Wong A., and Clausi D.A, "Extracting high-level intuitive features (HLIF) for classifying skin lesions using standard camera images", Proceedings of the 2012 9th Conference on Computer and Robot Vision, CRV 2012, 2012. Get it here. Cameron A., Glaister J., Wong A., and Haider M.A, "Non-parametric Bayesian estimation of apparent diffusion coefficient from diffusion-weighted magnetic resonance imaging data", Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS, 2012. Get it here. Glaister J., Cameron A., Wong A., and Haider M.A, "Quantitative investigative analysis of tumour separability in the prostate gland using ultra-high b-value computed diffusion ima", Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS, 2012. Get it here. Eichel J.A., Lee D.D., Wong A., Fieguth P.W., Clausi D.A., and Bizheva K.K, "Despeckling vs averaging of retinal UHROCT tomograms: Advantages and limitations", Progress in Biomedical Optics and Imaging - Proceedings of SPIE, 2011. Get it here. Bandekar N., Wong A., Clausi D., and Gorbet M, "A novel approach to automated cell counting for studying human corneal epithelial cells", Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS, 2011. Get it here. Leigh A., Wong A., Clausi D.A., and Fieguth P, "Comprehensive analysis on the effects of noise estimation strategies on image noise artifact suppression performance", Proceedings - 2011 IEEE InternationalSymposium on Multimedia, ISM 2011, 2011. Get it here. Chan C., and Wong A, "Shot boundary detection using genetic algorithm optimization", Proceedings - 2011 IEEE InternationalSymposium on Multimedia, ISM 2011, 2011. Get it here. Glaister J., Chan C., Frankovich M., Tang A., and Wong A, "Hybrid video compression using selective keyframe identification and patch-based super-resolution", Proceedings - 2011 IEEE InternationalSymposium on Multimedia, ISM 2011, 2011. Get it here. Mishra A., Hariri S., Moayed A.A., Bizheva K., Fieguth P., and Clausi D, "A cellular automata based semi-automatic algorithm for segmentation of choroidal blood vessels from ultrahigh resolution optical", Canadian Conference on Electrical and Computer Engineering, 2010. Get it here. Wang X.Y., Wong A., and Lien S.-Y, "Spectral variation constrained power spectral density estimation for wideband spectrum sensing", 2010 3rd International Symposium on Applied Sciences in Biomedical and Communication Technologies, ISABEL 2010, 2010. Get it here. Bizheva K., Hyun C., Eichel J., Hariri S., Mishra A., Clausi D., Fieguth P., Simpson T., and Hutchings N, "Evaluation of hypoxic swelling of human cornea with high speed, ultrahigh resolution optical coherence tomography", Progress in Biomedical Optics and Imaging - Proceedings of SPIE, 2009. Get it here. Mishra A., Wong A., Zhang W., Clausi D., and Fieguth P, "Improved interactive medical image segmentation using Enhanced Intelligent Scissors (EIS)", Proceedings of the 30th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS'08 - "Personalized Healthcare through Technology", 2008. Get it here. Wong A., Mishra A., Fieguth P., Clausi D., Dunk N.M., and Callaghan J.P, "Shape-guided active contour based segmentation and tracking of lumbar vertebrae in video fluoroscopy using complex wavelets", Proceedings of the 30th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS'08 - "Personalized Healthcare through Technology", 2008. Get it here. Mishra A., Wong A., Zhang W., Clausi D., and Fieguth P, "Improved interactive medical image segmentation using Enhanced Intelligent Scissors (EIS).", Conference proceedings : ... Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Conference, 2008. Get it here. Kachouie N.N., Fieguth P., and Jervis E, "Watershed deconvolution for cell segmentation", Proceedings of the 30th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS'08 - "Personalized Healthcare through Technology", 2008. Get it here. Wong A., and Bishop W, "Robust edge detection based on non-local contribution of local frequency characteristics", Proceedings - 10th IEEE International Symposium on Multimedia, ISM 2008, 2008. Get it here. Wong A., and Bishop W, "Deblocking of block-transform compressed images using phase-adaptive shifted thresholding", Proceedings - 10th IEEE International Symposium on Multimedia, ISM 2008, 2008. Get it here. Siva P., Brodland G.W., and Clausi D, "Automated detection of mitosis in embryonic tissues", Proceedings - Fourth Canadian Conference on Computer and Robot Vision, CRV 2007, 2007. Get it here. Kachouie N.N., Fieguth P., and Jervis E, "Stem-cell localization: A deconvolution problem", Annual International Conference of the IEEE Engineering in Medicine and Biology - Proceedings, 2007. Get it here. Wong A., and Bishop W, "Backwards compatible, multi-level regions-of-interest (ROI) image encryption architecture with biometric authentication", SIGMAP 2007 - International Conference on Signal Processing and Multimedia Applications, Proceedings, 2007. Get it here. Kachouie N.N., Fieguth P., Ramunas J., and Jervis E, "A statistical thresholding method for cell tracking", Sixth IEEE International Symposium on Signal Processing and Information Technology, ISSPIT, 2006. Get it here. Wong A., and Bishop W, "Practical content-adaptive subsampling for image and video compression", ISM 2006 - 8th IEEE International Symposium on Multimedia, 2006. Get it here. Wong A., and Bishop W, "Adaptive perceptual degradation based on video usage", ISM 2006 - 8th IEEE International Symposium on Multimedia, 2006. Get it here. Wong A., and Bishop W, "A flexible content-based approach to adaptive image compression", 2006 IEEE International Conference on Multimedia and Expo, ICME 2006 - Proceedings, 2006. Get it here. Iles P.J.W., Clausi D.A., Puddister S.M., and Brodland G.W, "Average cell orientation, shape and size estimated from tissue images", Proceedings - 2nd Canadian Conference on Computer and Robot Vision, CRV 2005, 2005. Get it here. Kachouie N.N., Fieguth P., Ramunas J., and Jervis E, "A model-based hematopoietic stem cell tracker", Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 2005. Get it here. Quddus A., Fieguth P., and Basir O, "Adaboost and support vector machines for white matter lesion segmentation in MR images", Annual International Conference of the IEEE Engineering in Medicine and Biology - Proceedings, 2005. Get it here. Iles P.J.W., Clausi D.A., and Brodland G.W, "Estimation of average cell shape digital images of cellular surfaces", Proceedings - 1st Canadian Conference on Computer and Robot Vision, 2004. Get it here. Cullen J., Fieguth P., Pounder S., and Whitear K, "Analysis of corneal images for assessing contact lens trauma", IEEE International Conference on Image Processing, 2000. Get it here. Balaji B., Bright J., Prakash H., Chen Y., Clausi D.A., and Zelek J, "Jersey Number Recognition using Keyframe Identification from Low-Resolution Broadcast Videos", MMSports 2023 - Proceedings of the 6th International Workshop on Multimedia Content Analysis in Sports, Co-located with: MM 2023, . Get it here. Shang J.C., Chen Y., Shafiee M.J., and Clausi D.A, "Rink-Agnostic Hockey Rink Registration", MMSports 2023 - Proceedings of the 6th International Workshop on Multimedia Content Analysis in Sports, Co-located with: MM 2023, . Get it here. Bright J., Chen Y., and Zelek J, "Mitigating Motion Blur for Robust 3D Baseball Player Pose Modeling for Pitch Analysis", MMSports 2023 - Proceedings of the 6th International Workshop on Multimedia Content Analysis in Sports, Co-located with: MM 2023, . Get it here. Tai C.-E.A., Keller M., Nair S., Chen Y., Wu Y., Markham O., Parmar K., Xi P., Keller H., Kirkpatrick S., and Wong A, "NutritionVerse: Empirical Study of Various Dietary Intake Estimation Approaches", MADiMa 2023 - Proceedings of the 8th International Workshop on Multimedia Assisted Dietary Management, Co-located with: MM 2023, . Get it here.