Publications
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“Addressing annotation and data scarcity when designing machine learning strategies for neurophotonics.”, Neurophotonics, vol. 10, no. 4, p. 044405, 2023.
“Resolution enhancement with a task-assisted GAN to guide optical nanoscopy image analysis and acquisition.”, Nat Mach Intell, vol. 5, no. 8, pp. 830-844, 2023.
“Automated Microscopy Image Segmentation and Analysis with Machine Learning.”, Methods Mol Biol, vol. 2440, pp. 349-365, 2022.
“Nano-positioning and tubulin conformation contribute to axonal transport regulation of mitochondria along microtubules.”, Proc Natl Acad Sci U S A, vol. 119, no. 45, p. e2203499119, 2022.
“A postzygotic de novo NCDN mutation identified in a sporadic FTLD patient results in neurochondrin haploinsufficiency and altered FUS granule dynamics.”, Acta Neuropathol Commun, vol. 10, no. 1, p. 20, 2022.
, “Canadian Association of Radiologists White Paper on De-identification of Medical Imaging: Part 2, Practical Considerations.”, Can Assoc Radiol J, vol. 72, no. 1, pp. 25-34, 2021.
, “Canadian Association of Radiologists White Paper on De-Identification of Medical Imaging: Part 1, General Principles.”, Can Assoc Radiol J, vol. 72, no. 1, pp. 13-24, 2021.
, “Activity-Dependent Remodeling of Synaptic Protein Organization Revealed by High Throughput Analysis of STED Nanoscopy Images.”, Front Neural Circuits, vol. 14, p. 57, 2020.
, “Underestimated color centers: Defects as useful reducing agents in lanthanide-activated luminescent materials”, Angewandte Chemie International Edition, vol. n/a, no. n/a, 2020.
, “Fluorescence lifetime imaging nanoscopy for measuring Förster resonance energy transfer in cellular nanodomains.”, Neurophotonics, vol. 6, no. 1, p. 015002, 2019.
, “Learning to Become an Expert: Deep Networks Applied To Super-Resolution Microscopy”, in Innovative Applications of Artificial Intelligence (IAAI), 2018.
, “A machine learning approach for online automated optimization of super-resolution optical microscopy”, vol. 9, no. 1, p. 5247, 2018.
, “A machine learning approach for online automated optimization of super-resolution optical microscopy.”, Nat Commun, vol. 9, no. 1, p. 5247, 2018.
, “Nanoparticle-Assisted Localized Optical Stimulation of Cultured Neurons”, in Use of Nanoparticles in Neuroscience, Springer, 2018, pp. 15–23.
, “Nature of Localized Excitons in CsMg X 3 (X= Cl, Br, I) and Their Interactions with Eu 2+ Ions”, Phys. Rev. Applied, vol. 9, p. 064024, 2018.
, “Comment on "Extended-resolution structured illumination imaging of endocytic and cytoskeletal dynamics".”, Science, vol. 352, no. 6285, p. 527, 2016.
, “Gold nanoparticle-assisted all optical localized stimulation and monitoring of Ca²⁺ signaling in neurons.”, Sci Rep, vol. 6, p. 20619, 2016.
, “Coordinate-targeted and coordinate-stochastic super-resolution microscopy with the reversibly switchable fluorescent protein Dreiklang.”, Chemphyschem, vol. 15, no. 4, pp. 756-62, 2014.
, “Photoluminescence of CsMBr3:Eu2+ (M=Mg, Ca, Sr)—A novel strategy for the development of low-energy emitting phosphors”, vol. 149, pp. 35 - 44, 2014.
, “Two-color RESOLFT nanoscopy with green and red fluorescent photochromic proteins.”, Chemphyschem, vol. 15, no. 4, pp. 655-63, 2014.
, “Novel sol-gel precursors for thin mesoporous eu(3+)-doped silica coatings as efficient luminescent materials.”, Chem Mater, vol. 24, no. 19, pp. 3674-83, 2012.
, “Diffraction-unlimited all-optical imaging and writing with a photochromic GFP.”, Nature, vol. 478, no. 7368, pp. 204-8, 2011.
