92 citations · 172 across the 8 of their papers we have counts for
8 papers
Circulating tumor cell detection in cancer patients using in-flow deep learning holography
Kevin Mallery, Nathaniel R. Bristow, Nicholas Heller +20
Circulating tumor cells (CTCs) are cancer cells found in the bloodstream that serve as biomarkers for early cancer detection, prognostication, and disease monitoring. However, CTC…
Risk assessment of airborne transmission of COVID-19 by asymptomatic individuals under different practical settings
Siyao Shao, Dezhi Zhou, Ruichen He +6
The lack of quantitative risk assessment of airborne transmission of COVID-19 under practical settings leads to large uncertainties and inconsistencies in our preventive measures.…
Machine learning holography for measuring 3D particle size distribution
Siyao Shao, Kevin Mallery, Jiarong Hong
Particle size measurement based on digital holography with conventional algorithms are usually time-consuming and susceptible to noises associated with hologram quality and particl…
Holographic Astigmatic Particle Tracking Velocimetry
Zhou Zhou, Santosh Kumar Sankar, Kevin Mallery +2
The formation of twin images in digital inline holography (DIH) prevents the placement of the focal plane in the center of a sample volume for DIH-based particle tracking velocimet…
Design and Experiments with a Robot-Driven Underwater Holographic Microscope for Low-Cost In Situ Particle Measurements
Kevin Mallery, Dario Canelon, Jiarong Hong +1
Microscopic analysis of micro particles in situ in diverse water environments is necessary for monitoring water quality and localizing contamination sources. Conventional sensors s…
Microalgal swimming signatures as indicators of neutral lipids production across growth phases
Jiaqi You, Kevin Mallery, Douglas Mashek +3
Microalgae have been shown as a potential bioresource for food, biofuel, and pharmaceutical products. During the growth phases with corresponding environmental conditions, microalg…
Machine Learning Holography for 3D Particle Field Imaging
Siyao Shao, Kevin Mallery, Santosh Kumar +1
We propose a new learning-based approach for 3D particle field imaging using holography. Our approach uses a U-net architecture incorporating residual connections, Swish activation…
Regularized Inverse Holographic Volume Reconstruction for 3D Particle Tracking
Kevin Mallery, Jiarong Hong
The key limitations of digital inline holography (DIH) for particle tracking applications are poor longitudinal resolution, particle concentration limits, and case-specific process…