BioVoxxel (Jan Brocher)
@biovoxxel.de
970 followers 1.1K following 140 posts
BioImage Analyst, Consulting, Customized Analysis Programming Founder, PhD in biology, Fiji/ImageJ, Inkscape, Java 🧪🔬💻 🇩🇪 🇬🇧 🇪🇦 Homepage: biovoxxel.de All relevant BioVoxxel Links: linktr.ee/biovoxxel LinkedIn Newsletter: http://bit.ly/46mYBL7
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biovoxxel.de
🔬 Blinded by colors?

Color ≠ Intensity!

Quantifying intensities from RGB images (e.g. fluorescence, blots, ...) is mostly misleading!

Check your image data type carefully!

Learn more in Newsletter No. 5 - To analyze RGB images, or NOT to analyze RGB images?

Read and subscribe: bit.ly/46mYBL7
biovoxxel.de
Really nice. Looks cool and all without fancy equipment 👏🎬👌
biovoxxel.de
So, now the article also made it into the newsletter and is available!
biovoxxel.de
Bio-Imaging with Shakespeare: pseudocoloring (LUTs) — reveal hidden imaging issues and highlight important data.

✔ Spot noise, shading & saturation
✔ Map data for spatial insight
✔ Make color accessible to all
✔ Why to use a calibration bar

Full guide, tools & tutorial inside 👇
buff.ly/8x7Shiq
biovoxxel.de
Bio-Imaging with Shakespeare: pseudocoloring (LUTs) — reveal hidden imaging issues and highlight important data.

✔ Spot noise, shading & saturation
✔ Map data for spatial insight
✔ Make color accessible to all
✔ Why to use a calibration bar

Full guide, tools & tutorial inside 👇
buff.ly/8x7Shiq
biovoxxel.de
To this end, the biweekly "Bio-Imaging with Shakespeare" LinkedIn Newsletter might be of interest.
It discusses different aspects of image processing, analysis and visualization techniques and outlines solutions for some issues mentioned in the article from @jencwaters.bsky.social.

bit.ly/46mYBL7
Bio-Imaging with Shakespeare | LinkedIn
Biweekly takes on bio-image analysis, processing techniques, insight into tools and trade‑offs as well as best practices
bit.ly
Reposted by BioVoxxel (Jan Brocher)
ryliewalsh.bsky.social
Everyone who does quantitative microscopy should read this! It’s amazing how many ways we can bias our imaging experiments without realizing we’re doing it.
jcb.org
In 2019, Anna Jost & @jencwaters.bsky.social reviewed best practices for validating quantitative #microscopy methods & discuss strategies to avoid unconscious bias in imaging experiments rupress.org/jcb/article/...

📕 In #Reproducibility & Best Practices in Cell Biology: rupress.org/jcb/collecti...
biovoxxel.de
No. 3 - To Script it, or not to Script it?

ImageJ's GenericDialog or ImageJ2 Script Parameter driven dialogs.
Which one's for you and fits your needs?

BioVoxxel’s latest "Bio-Imaging with Shakespeare" Newsletter explores the trade-offs:
buff.ly/8x7Shiq

#BioImageAnalysis #ImageJ #SciJava #IJMacro
biovoxxel.de
Amazing BlueSky Summer Sale

Last Chance — ONLY 1 DAY LEFT

For any of the #BioVoxxel online self-learning courses

buff.ly/o64cW9Y

Use the code "BSKY101010" at checkout to redeem your discount.

Hurry, and see if any codes are left for you!

Only 10 codes until August 31st 2025 available!🏃‍♂️
biovoxxel.de
In the 2nd edition of Bio-Imaging with Shakespeare we meet a pesky gremlin — uneven illumination (aka shading, intensity non-uniformity). 🎭🔬 💻

It can quietly bias your segmentation and image analysis results!

So, detect it early, correct it appropriately!

Subscribe on LinkedIn buff.ly/cLPh8eZ
biovoxxel.de
Amazing BlueSky Summer Sale

Your choice: Any of the #BioVoxxel online self-learning courses

buff.ly/o64cW9Y

The first 10 participants that enroll in the next 10 days get 10% OFF

Use the code "BSKY101010" at checkout to redeem your discount.

Hurry, only 10 chances until August 31st 2025!🏃‍♂️🏃‍♀️
biovoxxel.de
BlueSky Summer Sale starting tomorrow 8:00 AM (CET) for all individual online courses.

Make sure you are ready for the run: 10% Off for the first 10 that enroll in the next 10 days.

Check out the courses, so you are ready to choose faster then your competitors 🏃‍♀️ 🏅

buff.ly/o64cW9Y
biovoxxel.de
Embark on your journey to become an #ImageAnalysis champion today! 🏅 🏆

Sign up here: buff.ly/o64cW9Y

1. Basic Microscopic Image Analysis
2. Automate Analyses with #ImageJ #Macro #Scripting
3. Transform Pixels to Patterns with #MachineLearning

#Fiji #BioVoxxel

Any Questions? -> DM me Bsky
biovoxxel.de
I am stunned!
First edition of the "Bio-Imaging with Shakespeare" LinkedIn Newsletter (buff.ly/8x7Shiq) is out for 15h and already 130 subscribers.

If you are interested in the topic FOLLOW ME on LinkedIn and Bsky and SUBSCRIBE
on LinkedIn buff.ly/cLPh8eZ

#bioimageanalysis #biovoxxel #fiji
biovoxxel.de
Eager to stir curiosity and foster dialogue on varied viewpoints? Connect with me on LinkedIn, subscribe to the newsletter (Follow here: buff.ly/cLPh8eZ), and spread the word within your network. Let's engage and exchange ideas!

#BioImaging #ImageAnalysis #BioVoxxel #Conversation
biovoxxel.de
To interpolate or not to interpolate ? That is the question!

1st edition of the Bio-Imaging with Shakespeare Newsletter I start a biweekly series containing takes on bio-image analysis, processing techniques, insight into tools and trade‑offs as well as best practices.

Subscribe buff.ly/cLPh8eZ
biovoxxel.de
🧗 Free Climber: From Pixels to Patterns: Applied Machine Learning Tools for Advanced Image Analysis

Reach the summit with ease and savely by applying state of the art #machinelearning and #deeplearning tool (almost) without programming (all GUI based) and connect them in #Fiji

youtu.be/lee4OiV5E6g
From Pixels to Patterns: Applying Machine Learning Tools for Advanced Image Analysis
YouTube video by Jan Brocher
youtu.be
biovoxxel.de
🏔 Climber: Image Analysis Automation with ImageJ Macro Scripting

Take image analysis automation to the next level. Without any prior programming knowledge, this course will take you the fear if hights and complexity of scripting step-by-step

youtu.be/OaXdxMdaFUE

#ImageJ #Fiji #Macros #Programming
ImageJ Macro Scripting for Automatic Image Analysis Online Course
YouTube video by Jan Brocher
youtu.be
biovoxxel.de
🥾 Hiker: Basic Microscopic Image Processing and Analysis

Learn all the basics of #imagesegmentation to manage flexible #automation of area and object extraction including #qualitycontrol for less bias and reduced errors.

youtu.be/s2T3B5Q8A7c

#ImageJ #Fiji #bioimageanalysis #microscopy
Online Course: Basic Microscopic Image Processing and Analysis Online Course
YouTube video by Jan Brocher
youtu.be
biovoxxel.de
In #imageanalysis like in hiking, preparation and training is key to master challenges ahead.

🥾 Hiker: Basic Microscopic Image Processing and Analysis
🏔 Climber: ImageJ Macro Scripting
🧗 Free Climber: Applied #machinelearning

Choose your challenge 👉 www.biovoxxel.de/individual-w...

#Fiji #ImageJ
biovoxxel.de
🌍 Courses are available worldwide
💰 Now at reduced promo prices!

If you're in #life_sciences, struggling with image analysis, automation, or ML tools — these are made for you.

ENROLL👇
www.biovoxxel.de/individual-w...
myablefy.com/s/biovoxxel

#microscopy #bioimaging #training #imageanalysis
Individual Workshops
www.biovoxxel.de
biovoxxel.de
🔥 The Image Analysis Hero Bundle
Get all 3 courses in one unbeatable package!
Everything from foundations over analysis automation to ML.
Level up from confused to confident, beginner to analysis hero.

🦸‍♀️🦸‍♂️ Your complete training path in scientific image analysis.

myablefy.com/s/biovoxxel/...
biovoxxel.de
3️⃣ From Pixels to Patterns: Applied Machine Learning for Image Analysis
Go beyond the basics—learn how to apply ML tools to segment, classify & quantify complex images.

🚀 Ideal for life science image data analysis

#MachineLearning #bioimageanalysis

youtu.be/lee4OiV5E6g
From Pixels to Patterns: Applying Machine Learning Tools for Advanced Image Analysis
YouTube video by Jan Brocher
youtu.be
biovoxxel.de
2️⃣ Image Analysis Automation with ImageJ Macro Scripting
Tired of doing the same clicks over & over?
This course teaches you to automate your workflows using ImageJ macros.

🛠️ Save time. Get reproducible results. No prior programming skills necessary!

#automation #ImageJ #macro

youtu.be/OaXdxMdaFUE
ImageJ Macro Scripting for Automatic Image Analysis Online Course
YouTube video by Jan Brocher
youtu.be
biovoxxel.de
1️⃣ Basic Microscopic Image Processing and Analysis
New to image analysis? Want to avoid manual tasks & reduce bias?
Start strong 🦾!
Learn correct analysis of microscopy data with confidence.

💡 For beginners & those seeking a structured foundation.
#biology #microscopy #imaging

youtu.be/s2T3B5Q8A7c
Basic Microscopic Image Processing and Analysis Online Course
YouTube video by Jan Brocher
youtu.be
biovoxxel.de
🎉 Amazing NEWS for #ImageAnalysis & #LifeSciences folks!
The ultimate #imageanalysis #hattrick is here 🧠🔬✨

www.biovoxxel.de/individual-w...

Read the 🧵👇

All necessary info and links at the end !

#bioimaging #learning #science #lifescience #microscopy #fiji #imagej #machinelearning #deeplearning
Basic Microscopic Image Processing and Analysis Image Analysis Automation with ImageJ Macro Scripting From Pixels to Patterns: Applied Machine Learning Tools for Advanced Image Analysis Image Analysis Hero Bundle containing 3 courses
1. Basic Microscopic Image Processing and Analysis
2. Image Analysis Automation with ImageJ Macro Scripting
3. From Pixels to Patterns: Applied Machine Learning Tools for Advanced Image Analysis