Publications
Digital staining in optical microscopy using deep learning - a reviewAbstract." PhotoniX 4, no. 1 (2023).
"High-resolution single-photon imaging with physics-informed deep learningAbstract." Nature Communications 14, no. 1 (2023).
"Imaging across multiple spatial scales with the multi-camera array microscope." Optica 10, no. 4 (2023): 471.
"Multi-modal imaging using a cascaded microscope design." Optics Letters 48, no. 7 (2023): 1658.
"Parallelized computational 3D video microscopy of freely moving organisms at multiple gigapixels per second." Nature Photonics (2023).
"scatterBrains: an open database of human head models and companion optode locations for realistic Monte Carlo photon simulations." Journal of Biomedical Optics 28, no. 10 (2023).
"SEMPAI: a Self‐Enhancing Multi‐Photon Artificial Intelligence for Prior‐Informed Assessment of Muscle Function and PathologyAbstract." Advanced Science 10, no. 28 (2023).
"Applications and Extensions of Fourier Ptychography." Microscopy Today 30, no. 6 (2022).
"Evaluation of U-Net Based Architectures for Automatic Aortic Dissection Segmentation." ACM Transactions on Computing for Healthcare 3, no. 1 (2022): 1-16.
"Fourier Ptychography Part II: Phase Retrieval and High-Resolution Image Formation." Microscopy Today 30, no. 5 (2022).
"Gigapixel imaging with a novel multi-camera array microscope." eLife 11 (2022).
"Imaging Dynamics Beneath Turbid Media via Parallelized Single‐Photon Detection." Advanced Science (2022): 2201885.
"Increasing a microscope’s effective field of view via overlapped imaging and machine learning." Optics Express 30, no. 2 (2022): 1745.
"Introduction to Fourier Ptychography: Part IAbstract:." Microscopy Today 30, no. 3 (2022): 36-41.
"A multiple instance learning approach for detecting COVID-19 in peripheral blood smears." PLOS Digital Health 1, no. 8 (2022).
"Optical imaging and spectroscopy for the study of the human brain: status report." Neurophotonics 9, no. S2 (2022).
"Quantitative Jones matrix imaging using vectorial Fourier ptychography." Biomedical Optics Express 13, no. 3 (2022): 1457.
"Roadmap on wavefront shaping and deep imaging in complex media." Journal of Physics: Photonics 4, no. 4 (2022): 042501.
"Transient Motion Classification Through Turbid Volumes via Parallelized Single-Photon Detection and Deep Contrastive EmbeddingImage_1.pdf." Frontiers in Neuroscience 16 (2022).
"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.
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