The Arnas Blog

The Arnas Blog

Insights on fluorescence microscopy, lightsheet imaging, big data, and AI-enabled scientific workflows

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10 posts

Deconvolution Microscopy: Fundamentals, Applications, and Reproducible Results
Image Processing

Deconvolution Microscopy: Fundamentals, Applications, and Reproducible Results

A technical guide to deconvolution microscopy — what the point spread function is, how iterative algorithms recover lost signal, which modalities benefit most, and what it takes to get reproducible results across labs.

•14 min read
#deconvolution#microscopy#PSF
Arnas Verify: Offline License Enforcement Without the Phone-Home

Arnas Verify: Offline License Enforcement Without the Phone-Home

A small, public reference implementation showing how to bind a signed license file to one machine — locally, transparently, and without any network calls.

•4 min read
#licensing#Python#source-available
The True Cost of Research Software

The True Cost of Research Software

The license fee is rarely the number that decides anything. A look at what the standard cost frameworks miss — and a tool built to price the adoption, not just the software.

•7 min read
#lab software#open source#TCO
Introducing Bead Analyzer for 3D PSF Characterization
Software

Introducing Bead Analyzer for 3D PSF Characterization

Bead Analyzer is a new open-source tool that makes 3D PSF characterization fast, accurate, and reproducible — with a GUI, a command line, and bead detection that uses AI.

•3 min read
#microscopy#lightsheet#software
Sub-Micron 3D Imaging with ClearScope
Research

Sub-Micron 3D Imaging with ClearScope

ClearScope is a new Light-Sheet Theta Microscope that achieves sub-micron resolution on specimens of unlimited lateral size — including intact primate brains and human tissue.

•3 min read
#lightsheet#microscopy#neuroscience
Zarr for Windows: So Many Files, So Little Time
Big Data

Zarr for Windows: So Many Files, So Little Time

OME-Zarr is the future of microscopy data — but Windows hates millions of small files. Here is why it happens and three practical fixes that do not require abandoning Zarr.

•4 min read
#bigdata#lightsheet#OME-Zarr
SLICE: Affordable Lightsheet Microscopy
Research

SLICE: Affordable Lightsheet Microscopy

SLICE is a new turnkey lightsheet microscope that delivers high-performance 3D imaging at a fraction of the cost of traditional LSFM systems — starting under $100K.

•3 min read
#lightsheet#microscopy#neuroscience
Did COVID Break the Wheel of Fortune?
Data Science

Did COVID Break the Wheel of Fortune?

We audited 6 seasons of Wheel of Fortune data across 6,371 contestants to test whether the COVID-era plastic cap changed the game — and found something unexpected.

•6 min read
#statistics#bigdata#gaming
Compressing 3D Microscopy Images Without Losing Science
Big Data

Compressing 3D Microscopy Images Without Losing Science

Light sheet microscopy generates terabytes of data per scan. Learn how to choose the right compression level without sacrificing scientific integrity.

•3 min read
#bigdata#microscopy#lightsheet

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