Fourier ptychographic microscopy image stack reconstruction using implicit neural representations
Image stacks provide invaluable 3D information in various biological and pathological
imaging applications. Fourier ptychographic microscopy (FPM) enables reconstructing high …
imaging applications. Fourier ptychographic microscopy (FPM) enables reconstructing high …
Neural-field-assisted transport-of-intensity phase microscopy: partially coherent quantitative phase imaging under unknown defocus distance
The transport-of-intensity equation (TIE) enables quantitative phase imaging (QPI) under
partially coherent illumination by measuring the through-focus intensities combined with a …
partially coherent illumination by measuring the through-focus intensities combined with a …
FPM-WSI: Fourier ptychographic whole slide imaging via feature-domain backdiffraction
Fourier ptychographic microscopy (FPM) theoretically provides a solution to the trade-off
between spatial resolution and field of view (FOV), and has promising prospects in digital …
between spatial resolution and field of view (FOV), and has promising prospects in digital …
[HTML][HTML] Deep-ultraviolet Fourier ptychography (DUV-FP) for label-free biochemical imaging via feature-domain optimization
We present deep-ultraviolet Fourier ptychography (DUV-FP) for high-resolution chemical
imaging of biological specimens in their native state without exogenous stains. This …
imaging of biological specimens in their native state without exogenous stains. This …
Space-time Fourier ptychography for in vivo quantitative phase imaging
Quantitative phase imaging of living biological specimens is challenging due to their
continuous movement and complex behavior. Here, we introduce space-time Fourier …
continuous movement and complex behavior. Here, we introduce space-time Fourier …
Efficient, gigapixel-scale, aberration-free whole slide scanner using angular ptychographic imaging with closed-form solution
Whole slide imaging provides a wide field-of-view (FOV) across cross-sections of biopsy or
surgery samples, significantly facilitating pathological analysis and clinical diagnosis. Such …
surgery samples, significantly facilitating pathological analysis and clinical diagnosis. Such …
[HTML][HTML] Influence of loss function and electron dose on ptychography of 2D materials using the Wirtinger flow
ML Leidl, B Diederichs, C Sachse, K Müller-Caspary - Micron, 2024 - Elsevier
Iterative phase retrieval is based on minimising a loss function as a measure of the
consistency of an initial guess and underlying experimental data. Under ideal experimental …
consistency of an initial guess and underlying experimental data. Under ideal experimental …
Length-scale study in deep learning prediction for non-small cell lung cancer brain metastasis
Deep learning-assisted digital pathology has demonstrated the potential to profoundly
impact clinical practice, even surpassing human pathologists in performance. However, as …
impact clinical practice, even surpassing human pathologists in performance. However, as …
Neural Poisson Solver: A Universal and Continuous Framework for Natural Signal Blending
Abstract Implicit Neural Representation (INR) has become a popular method for
representing visual signals (eg., 2D images and 3D scenes), demonstrating promising …
representing visual signals (eg., 2D images and 3D scenes), demonstrating promising …
Single-molecule orientation-localization microscopy: Applications and approaches
Single-molecule orientation-localization microscopy (SMOLM) builds upon super-resolved
localization microscopy by imaging orientations and rotational dynamics of individual …
localization microscopy by imaging orientations and rotational dynamics of individual …