Publications
Evaluation of U-Net Based Architectures for Automatic Aortic Dissection Segmentation." ACM Transactions on Computing for Healthcare 3, no. 1 (2022): 1-16.
"Increasing a microscope’s effective field of view via overlapped imaging and machine learning." Optics Express 30, no. 2 (2022): 1745.
"Quantitative Jones matrix imaging using vectorial Fourier ptychography." Biomedical Optics Express 13, no. 3 (2022): 1457.
"Deep image prior for undersampling high-speed photoacoustic microscopy." Photoacoustics 22 (2021): 100266.
"Fast and sensitive diffuse correlation spectroscopy with highly parallelized single photon detection." APL Photonics 6, no. 2 (2021): 026106.
"Physics-Enhanced Machine Learning for Virtual Fluorescence Microscopy In Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)., 2021.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) In Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)., 2021.
Quantized Fourier ptychography with binary images from SPAD cameras." Photonics Research 9, no. 10 (2021): 1958.
"Reconstructing Undersampled Photoacoustic Microscopy Images Using Deep Learning." IEEE Transactions on Medical Imaging 40, no. 2 (2021): 562-570.
"The role of machine learning in cardiovascular pathology." Canadian Journal of Cardiology (2021).
"Ultrasensitive point-of-care immunoassay for secreted glycoprotein detects Ebola infection earlier than PCR." Science Translational Medicine 13, no. 588 (2021).
"Classifying decorrelation events hidden beneath scattering media via SPAD array detection." In Computational Optical Sensing and Imaging. Washington, DC: OSA 2020.
"Diffraction tomography with a deep image prior." Optics Express 28, no. 9 (2020): 12872.
"Fast sensitive diffuse correlation spectroscopy with a SPAD array." In Biophotonics Congress: Biomedical Optics 2020. Washington, DC: OSA 2020.
"Fourier ptychography: current applications and future promises." Optics Express 28, no. 7 (2020): 9603.
"Generation and characterization of focused helical x-ray beams." Science Advances 6, no. 7 (2020): eaax8836.
"Multi-element microscope optimization by a learned sensing network with composite physical layers." Optics Letters 45, no. 20 (2020): 5684.
"Towards a vectorial treatment of Fourier ptychographic microscopy." In Computational Optical Sensing and Imaging, Imaging and Applied Optics Congress. Washington, D.C.: OSA 2020.
"Depth tracking using a multi-aperture microscope." In Computational Optical Sensing and Imaging. Munich: OSA 2019.
"Imaging the behavior and neural activity of freely moving organisms with a gigapixel microscope." In Optics and the Brain, Biophotonics Congress. Tucson, Arizona: OSA 2019.
"Learned Integrated Sensing Pipeline: Reconfigurable Metasurface Transceivers as Trainable Physical Layer in an Artificial Neural Network." Advanced Science 12 (2019): 1901913.
"Learned sensing: jointly optimized microscope hardware for accurate image classification." Biomedical Optics Express, no. 12 (2019): 6351.
" "Scattering correlations of time-gated light." Optica, no. 4 (2018): 389.
"Convolutional neural networks that teach microscopes how to image." arXiv:1709.07223 (2017).
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