activity
20182024
most citedDigital staining in optical microscopy using deep learning -- a review

43 citations · 157 across the 12 of their papers we have counts for

collaborators

12 papers

physics.optics2024★ 13 cited

Rapid 3D imaging at cellular resolution for digital cytopathology with a multi-camera array scanner (MCAS)

Kanghyun Kim, Amey Chaware, Clare B. Cook +16

Optical microscopy has long been the standard method for diagnosis in cytopathology. Whole slide scanners can image and digitize large sample areas automatically, but are slow, exp…

physics.med-ph2024★ 8 cited

Beneath the Surface: Revealing Deep-Tissue Blood Flow in Human Subjects with Massively Parallelized Diffuse Correlation Spectroscopy

Lucas Kreiss, Melissa Wu, Michael Wayne +17

Diffuse Correlation Spectroscopy (DCS) allows the label-free investigation of microvascular dynamics deep within living tissue. However, common implementations of DCS are currently…

physics.optics2023★ 20 cited

Tensorial tomographic Fourier Ptychography with applications to muscle tissue imaging

Shiqi Xu, Xiang Dai, Paul Ritter +11

We report Tensorial tomographic Fourier Ptychography (ToFu), a new non-scanning label-free tomographic microscopy method for simultaneous imaging of quantitative phase and anisotro…

eess.IV2023★ 43 cited

Digital staining in optical microscopy using deep learning -- a review

Lucas Kreiss, Shaowei Jiang, Xiang Li +13

Until recently, conventional biochemical staining had the undisputed status as well-established benchmark for most biomedical problems related to clinical diagnostics, fundamental…

eess.IV2022★ 1 cited

Imaging across multiple spatial scales with the multi-camera array microscope

Mark Harfouche, Kanghyun Kim, Kevin C. Zhou +22

This article experimentally examines different configurations of a novel multi-camera array microscope (MCAM) imaging technology. The MCAM is based upon a densely packed array of "…

physics.optics2022★ 12 cited

Multi-modal imaging using a cascaded microscope design

Xi Yang, Mark Harfouche, Kevin C. Zhou +4

We present a new Multimodal Fiber Array Snapshot Technique (M-FAST), based on an array of 96 compact cameras placed behind a primary objective lens and a fiber bundle array. which…

physics.optics2022

Tensorial tomographic differential phase-contrast microscopy

Shiqi Xu, Xiang Dai, Xi Yang +5

We report Tensorial Tomographic Differential Phase-Contrast microscopy (T2DPC), a quantitative label-free tomographic imaging method for simultaneous measurement of phase and aniso…

eess.IV2022

Transient motion classification through turbid volumes via parallelized single-photon detection and deep contrastive embedding

Shiqi Xu, Wenhui Liu, Xi Yang +11

Fast noninvasive probing of spatially varying decorrelating events, such as cerebral blood flow beneath the human skull, is an essential task in various scientific and clinical set…

physics.optics2021★ 2 cited

Quantitative Jones matrix imaging using vectorial Fourier ptychography

Xiang Dai, Shiqi Xu, Xi Yang +4

This paper presents a microscopic imaging technique that uses variable-angle illumination to recover the complex polarimetric properties of a specimen at high resolution and over a…

cs.CV2021★ 19 cited

Increasing a microscope's effective field of view via overlapped imaging and machine learning

Xing Yao, Vinayak Pathak, Haoran Xi +9

This work demonstrates a multi-lens microscopic imaging system that overlaps multiple independent fields of view on a single sensor for high-efficiency automated specimen analysis.…

physics.optics2021

Imaging dynamics beneath turbid media via parallelized single-photon detection

Shiqi Xu, Xi Yang, Wenhui Liu +9

Noninvasive optical imaging through dynamic scattering media has numerous important biomedical applications but still remains a challenging task. While standard diffuse imaging met…

cs.CV2018★ 39 cited

Regularized Fourier Ptychography using an Online Plug-and-Play Algorithm

Yu Sun, Shiqi Xu, Yunzhe Li +3

The plug-and-play priors (PnP) framework has been recently shown to achieve state-of-the-art results in regularized image reconstruction by leveraging a sophisticated denoiser with…