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27th & 28th October 2025, Francis Crick Institute

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Overview

In this workshop, we will bridge the gap between advanced microscopy data generation and the computational skills required for its analysis. By leveraging open-source tools like FIJI and Jupyter, participants will learn to automate image analysis, enhancing the precision, efficiency, and reproducibility of their research. This two-day event, led by experienced core facility staff from the Francis Crick Institute, offers a practical approach to mastering quantitative analysis and workflow automation, essential for advancing research across multiple domains.

Registration

Registration for this workshop has now closed.

Instructors

Preparation

  1. Please remember to bring your laptop (and charger).
  2. Ensure your laptop can connect to WiFi networks outside your host institute (eduroam would be ideal) - check with your local IT support team if you're not sure.
  3. Please install the required software before the workshop - follow the installation instructions on this page.
  4. Download the workshop data by clicking on the link to the ZIP archive at the top of this page.
  5. You will be assigned to a specific group, with whom you will be sitting - your group number will be displayed in the training room.
  6. PLEASE CONTACT US BEFORE THE WORKSHOP IF YOU ENCOUNTER ANY DIFFICULTIES WITH ANY OF THE ABOVE.

Program

Monday, October 27th 2025
09:30 - 11:00 Session 1

Introduction & Installations

  • Dave Barry
    • Who are you and why are you here?
  • Stefania Marcotti
    • Creating Python environments
  • Sara Salgueiro Torres
    • Why manual analysis is a bad idea
    • Embracing uncertainty
    • What is metadata and why do you need it
11:00 - 11:15 Coffee Break
11:15 - 13:00 Session 2

Image Pre-Processing, Segmentation & Analysis

  • Sara Salgueiro Torres
    • Basic segmentation using thresholding
    • Use of filtering to suppress noise
    • Obtaining numbers from images
13:00 - 14:00 Lunch
14:00 - 16:00 Session 3

Assembling Pipelines and Interpreting Results

  • Sara Salgueiro Torres & Dave Barry
    • Counting and quantifying morphology of objects
    • Quantifying fluorescence intensities
16:00 - 16:15 Coffee Break
16:15 - 17:45 Session 4

Extending Analyses to Three Dimensions

  • Dave Barry
    • Counting and quantifying morphology of three-dimensional objects
    • Quantifying fluorescence intensities of three-dimensional objects
17:45 Dinner & Drinks
Tuesday, October 28th 2025
09:30 - 10:30 Session 5

Using Jupyter Notebooks for Reproducible Analysis - Part 1

  • Stefania Marcotti
    • Variables and arrays
10:30 - 10:45 Coffee Break
10:45 - 12:30 Session 6

Using Jupyter Notebooks for Reproducible Analysis - Part 2

  • Stefania Marcotti
    • Quantify morphology of objects in a 2D image with Jupyter
12:30 - 13:30 Lunch
13:30 - 15:30 Session 7

Introduction to Batch Processing with Jupyter Notebooks

  • Stefania Marcotti
    • Practical Application: batch processing with Jupyter
15:30 - 15:45 Coffee Break
15:45 - 16:45 Session 8

Introduction to napari, wrap-up, and Q&A

  • Martin Jones

Venue

The workshop will take place in the Francis Crick Institute, London, UK:

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Please note that the building entrance is on Midland Road. The workshop will take place in Training Room 1 on the first floor:

Crick 1st Floor Map

Previous Workshops

Date Venue Content
8 / 9th April 2024 King's College London Click here
24 / 25th April 2024 Royal College of Surgeons in Ireland Click here
21 / 22nd October 2024 Francis Crick Institute Click here
8 / 9th April 2025 University of Galway, Ireland Click here
6 & 20th June 2025 Francis Crick Institute Click here
18 / 19th August 2025 Francis Crick Institute Click here

FAQ

  1. Do I need any prior knowledge of image analysis, FIJI or python to attend?

    No, this workshop is aimed at complete beginners, but a basic understanding of image acquisition would be beneficial.

  2. Do I need to have any experience of coding?

    While some basic knowledge would be helpful, it's not essential and even if you have no knowledge of python, Jupyter notebooks or FIJI scripts/macros, you should still apply.

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