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"Defragmentation TS2: bringing BioImage Analysts to the cloud!” training school for the new generation of bioimage analysts. Topics: workflow-based image analysis and new integrated methods for cloud computing applied to life sciences.

License: BSD 2-Clause "Simplified" License

defragmentation_ts2_eosc-life_2023's Introduction

Defragmentation Training School 2 - NEUBIAS Academy & EOSC-Life 2023

A training school for the new generation of bioimage analysts. Topics: workflow-based image analysis and new integrated methods for cloud computing applied to life sciences.

"Defragmentation TS2: bringing BioImage Analysts to the cloud!”

Programme:

Date Day Sessions Speakers Time
8 May Day 1 Welcome. Overview and logistics

Student introductions


Introduction: What is bioimage analysis?



Jupyter for interactive cloud computing



Cloud-hosted image data storage, visualisation and sharing



Work on your own data



OMERO



Paula Sampaio & Rocco D'Antuono




Kota Miura



Guillaume Witz



Bugra Oezdemir



Rocco D'Antuono & other Trainers




Petr Walczysko



09:00




09:30


11:30





14:00



15:30



16:00

9 May Day 2

Parallelization and heterogeneous computing: from pure CPU to GPU-accelerated image processing


Zero code Deep Learning tools for Bioimage Analysis



Analysis of Microtubule Orientation



CellProfiler for HCS data on the cloud



Work on your own data

Marcelo Zoccoler



Daniel Sage and Estibaliz Gomez de Mariscal



Thomas Pengo



Nodar Gogoberidze & Anna Klemm



Rocco D'Antuono & other Trainers

09:00



11:30


14:00



15:00


17:00

10 May Day 3

Metrics and Benchmarking


BIAFLOWS: A BioImage Analysis workflows benchmarking platform



Machine and Deep Learning on the Cloud: Classification



Machine and Deep Learning on the Cloud: Segmentation



Work on your own data

Martin Maška



Sébastien Tosi, Volker Baecker, and Benjamin Pavie



Felix Mercier



Ignacio Arganda Carreras



Rocco D'Antuono & other Trainers

09:00



10:00


12:00



12:30


16:30

11 May Day 4 Symposium
12 May Day 5 Symposium

Defragmentation TS2 is part of the NEUBIAS 5th Conference: https://eubias.org/NEUBIAS/neubias2020-conference/portugal-2023/

Scientific Organizers: Paula Sampaio, Rocco D'Antuono, Aastha Mathur, Beatriz Serrano Solano, Ana Stojiljkovic, Maria Azevedo, Kota Miura, Julien Colombelli.

Event Timing: 8-12 May 2023, Porto, PT

Defragmentation TS2 Contacts:

  • Paula Sampaio, i3S, Porto, [email protected]
  • Rocco D'Antuono, The Francis Crick Institute, London, [email protected]


    Please use the following subject: Defragmentation TS2

    Training School preparation

    Trainees are kindly asked to get ready for the TS2 by doing the following homework in advance.

    Day 1

    Get the following accounts for :

    • Galaxy account: https://live.usegalaxy.eu/login/start?redirect=None

    • Google account for Colab : Google Sign up (a working Google account, not a linked account that you manage with Google). Make sure the account has enough free space (~ several GB) on it.

    • A Github account for Binder: Sign up

    • follow the instructions from Dr. Bugra Oezdemir to access BAND (sent via email) and run the script that installs the needed software on the remote desktop.

    Day 2:

    Day 3:

    Day 4:

    Day 5:

    Training School material

    Day 1:

    Day 2:

    Day 3:

    Day 4:

    Day 5:

  • defragmentation_ts2_eosc-life_2023's People

    Contributors

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