Deep Learning Integration in Optical Microscopy: Advancements and Applications
It explores the integration of DL into optical microscopy, focusing on key applications including image classification, segmentation, and computational reconstruction. ABSTRACT Optical microscopy is a cornerstone imaging technique in biomedical research, enabling visualization of subcellular structures beyond the resolution limit of the human eye ...
Pottumarthy Venkata Lahari +5 more
wiley +1 more source
Giotto Suite: a multiscale and technology-agnostic spatial multiomics analysis ecosystem. [PDF]
Chen JG +15 more
europepmc +1 more source
Coherence‐Gated Mirau Interferometry for Single‐Shot Quantitative Phase Imaging and Motion Sensing
This paper presents a compact add‐on module converting a Mirau or other on‐axis interferometer into a single‐shot quantitative phase imaging system using coherence gating and precise optical path matching. Demonstrations include time‐resolved imaging of human cells and streaming red blood cells, visualization of evaporation dynamics in liquid mixtures,
Petr Bouchal +4 more
wiley +1 more source
De-Bruijn graph partitioning for scalable and accurate DNA storage processing. [PDF]
De Moor F, Boullé O, Lavenier D.
europepmc +1 more source
The Graphene Oxide Memristive DNA Sensor for Taxonomic Fingerprint
A graphene oxide–based memristive DNA sensor enables rapid, label‐free quantification of nucleotide base composition across 37%–55% GC with strong linear calibration. Delivering results within 2–5 min, the platform combines high sensitivity with minimal sample preparation, offering a practical tool for point‐of‐care diagnostics, genetic fingerprinting,
Konstantin G. Nikolaev +4 more
wiley +1 more source
Dynamic Connectivity in Disk Graphs. [PDF]
Baumann A +6 more
europepmc +1 more source
Abstract This paper is devoted to the approximation of two‐ and three‐dimensional Dirac operators HV∼δΣ$H_{\widetilde{V} \delta _\Sigma }$ with combinations of electrostatic and Lorentz scalar δ$\delta$‐shell interactions in the norm resolvent sense. Relying on results from Behrndt, Holzmann, and Stelzer‐Landauer [Math. Nachr.
Jussi Behrndt +2 more
wiley +1 more source
Algorithms and Turing kernels for detecting and counting small patterns in unit disk graphs
Jesper Nederlof, Krisztina Szilágyi
openalex +1 more source
The adenovirus E4orf1 protein initiates a feedback loop involving insulin and growth factor receptors, AKT, and NF-κB, leading to abnormal DNA content in infected cells. [PDF]
Moore M, Kong J, Akmel A, Thomas MA.
europepmc +1 more source
A Perspective of Multi‐Reflecting TOF MS
ABSTRACT Time‐of‐flight mass spectrometry (TOF MS) excels in rapid and high‐sensitivity analysis, making it a cornerstone of analytical chemistry. But as sample complexity explodes in omics studies, so does the need for higher resolving power to ensure accurate results.
A. N. Verenchikov +3 more
wiley +1 more source

