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README.html
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<!DOCTYPE html><html lang="zh-cmn-Hans"><head>
<meta charset="utf-8">
<meta name="viewport" content="width=device-width, initial-scale=1, maximum-scale=1">
<style type="text/css">
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fade-down{0%{opacity:1;-webkit-transform:translateY(0);transform:translateY(0)}100%{opacity:0.5;-webkit-transform:translateY(100%);transform:translateY(100%)}}.anim-grow-x{width:0%;-webkit-animation-name:grow-x;animation-name:grow-x;-webkit-animation-duration:0.3s;animation-duration:0.3s;-webkit-animation-fill-mode:forwards;animation-fill-mode:forwards;-webkit-animation-timing-function:ease;animation-timing-function:ease;-webkit-animation-delay:0.5s;animation-delay:0.5s}@-webkit-keyframes grow-x{to{width:100%}}@keyframes grow-x{to{width:100%}}.anim-shrink-x{-webkit-animation-name:shrink-x;animation-name:shrink-x;-webkit-animation-duration:0.3s;animation-duration:0.3s;-webkit-animation-fill-mode:forwards;animation-fill-mode:forwards;-webkit-animation-timing-function:ease-in-out;animation-timing-function:ease-in-out;-webkit-animation-delay:0.5s;animation-delay:0.5s}@-webkit-keyframes shrink-x{to{width:0%}}@keyframes 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<body><div id="readme" class="container"><article class="markdown-body entry-content"><h1 id="defragmentation-training-school-neubias-academy-eosc-life-2022">Defragmentation Training School - NEUBIAS Academy & EOSC-Life 2022</h1>
<p><img src="Defragmentation_TS_2022_banner.png" alt></p>
<p>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.</p>
<h3 id="defragmentation-bringing-bioimage-analysts-to-the-cloud-">"Defragmentation: bringing BioImage Analysts to the cloud!”</h3>
<h4 id="registration-form-">Registration form:</h4>
<p><a href="https://docs.google.com/forms/d/e/1FAIpQLSeyiFfdfRYAcQQB73dGy7WuclvkB_RiKxHncAd_HGwN_geFgA/viewform">https://docs.google.com/forms/d/e/1FAIpQLSeyiFfdfRYAcQQB73dGy7WuclvkB_RiKxHncAd_HGwN_geFgA/viewform</a></p>
<h4 id="registration-deadline-14-august-2022">Registration deadline: 14 August 2022</h4>
<h4 id="programme-">Programme:</h4>
<table>
<thead>
<tr>
<th>Date</th>
<th>Day</th>
<th>Topics</th>
<th>Sessions</th>
<th>Time</th>
</tr>
</thead>
<tbody><tr>
<td>23 September</td>
<td>Day 1</td>
<td><b>Introduction to bioimage analysis, tools, and workflows</b></td>
<td><p>“BioImage: correlated multimodal imaging in life sciences and the problem of big data management for core facilities” <br><b>Julia Fernandez-Rodriguez</b></p><p>“Introduction to what is bioimage analysis” <br><b>Kota Miura</b></p><p>“Image Data Services at Euro-BioImaging: Community efforts towards FAIR Image Data and Analysis Services” <br><b>Aastha Mathur</b></p> <p>“Jupyter for interactive cloud computing” <br><b>Guillaume Witz</b></p> <p>“Jupyter exercises” <br><b>Guillaume Witz</b></p></td>
<td><p><br> 13:00 CEST <br><br></p> <p> 14:00 CEST <br></p> <p> 15:00 CEST <br><br></p> <p> 15:30 CEST </p><p> 16:30 CEST <br><br></p></td>
</tr>
<tr>
<td>30 September</td>
<td>Day 2</td>
<td><p><b>FAIR principles</b></p> <br><p><b>Cloud hosted image data and cloud infrastructures</b></p> <br> <p><b>Machine and Deep Learning on the cloud I</b></p> <p><b>Machine and Deep Learning on the cloud II</b></p></td>
<td><p>“Introduction to FAIR principles for computational workflows” <br><b>Carole Goble</b></p><p>“Cloud hosted image data storage, visualisation and sharing” <br><b>Christian Tischer</b></p><p><br>“Machine and Deep Learning on the cloud: Classification” <br><b>David Rousseau</b></p><br><p>“Machine and Deep Learning on the cloud: Segmentation” <br><b>Ignacio Arganda-Carreras</b></p></td>
<td><p><br> 13:00 CEST <br><br></p> <p> 14:30 CEST <br><br></p> <p> 16:00 CEST <br><br></p> <p> 17:30 CEST </p></td>
</tr>
<tr>
<td>7 October</td>
<td>Day 3</td>
<td><p><b>Examples of bioimage analysis workflows</b></p></td>
<td><p>“Zero code deep-learning tools for bioimage analysis” <br><b>Daniel Sage</b></p><p>“CellProfiler for HCS data on the cloud” <br><b>Beth Cimini and Anna Klemm</b></p><p>“Analysis of Microtubule Orientation” <br><b>Thomas Pengo</b></p></td>
<td><p><br> 13:00 CEST <br></p> <p> 14:00 CEST <br></p> <p> 15:30 CEST <br><br></p></td>
</tr>
<tr>
<td>14 October</td>
<td>Day 4</td>
<td><p><b>Parallelization: from CPU to GPU - how to speed up workflows</b></p><br><br><br><p><b>Work on your own data</b></p></td>
<td><p>“Parallelization and heterogeneous computing: from pure CPU to GPU-accelerated image processing” <br><b>Robert Haase</b></p><p>“Introduction to Galaxy workflow environment” <br><b>Beatriz Serrano-Solano and Björn Grüning</b></p><p>Trainees will be split into groups and they will start working on the selected workflows to convert them into a cloud solution</p></td>
<td><p><br> 13:00 CEST <br></p> <p> 14:00 CEST <br></p> <p> 15:30 CEST <br><br></p></td>
</tr>
<tr>
<td>21 October</td>
<td>Day 5</td>
<td><p><b>Benchmarking theory</b></p><br><p><b>Benchmarking tools</b></p><br><p><b>Work on your own data</b></p></td>
<td><p>“Metrics and Benchmarking” <br><b>Michal Kozubek</b></p><p>“BIAFLOWS: A BioImage Analysis workflows benchmarking platform” <br><b>Sébastien Tosi, Volker Baecker, and Benjamin Pavie</b></p><p>Trainees will present their cloud workflows</p></td>
<td><p><br> 13:00 CEST <br></p> <p> 14:00 CEST <br></p> <p> 15:45 CEST <br><br></p></td>
</tr>
</tbody></table>
<br>
Scientific Organizers: <b>Rocco D'Antuono, Paula Sampaio, Mafalda Sousa, Clara Prats, Marion Loveaux</b>.
<br>
Scientific Advisory Board: <b>Julien Colombelli, Paula Sampaio, Julia Fernandez-Rodriguez, Gaby Martins</b>.
<p>Event Timing:
Training school distributed over 5 CEST Friday afternoon classes on
September 23rd and 30th - October 7th, 14th, and 21st.</p>
<p>Event type: Online.</p>
<p>Capacity: max 25 participants.</p>
<p>Participation fee: Euro 100 (to be paid after admission).</p>
<p>Registration form:
<a href="https://docs.google.com/forms/d/e/1FAIpQLSeyiFfdfRYAcQQB73dGy7WuclvkB_RiKxHncAd_HGwN_geFgA/viewform">https://docs.google.com/forms/d/e/1FAIpQLSeyiFfdfRYAcQQB73dGy7WuclvkB_RiKxHncAd_HGwN_geFgA/viewform</a></p>
<p>Registration deadline: 14 August 2022</p>
<p>Contacts: <a href="mailto:rocco.dantuono@crick.ac.uk">rocco.dantuono@crick.ac.uk</a><br>Please use the following subject: Defragmentation TS</p>
<h1 id="training-school-preparation">Training School preparation</h1>
<h4 id="day-1-br-p-a-before-the-ts-starts-the-trainees-are-pleased-asked-to-register-an-account-for-https-usegalaxy-eu-login-and-optionally-a-github-account-https-github-com-p-">Day 1: <br> <p>a) before the TS starts the trainees are pleased asked to register an account for <a href="https://usegalaxy.eu/login">https://usegalaxy.eu/login</a> and optionally a GitHub account: <a href="https://github.com/">https://github.com/</a> </p></h4>
<h4 id="day-2-br-p-a-before-day-2-the-trainees-need-to-have-a-working-google-account-not-a-linked-account-that-you-manage-with-google-to-run-colab-notebooks-https-colab-research-google-com-notebook-the-google-account-should-have-enough-free-space-several-gb-on-it-p-p-b-follow-instructions-from-dr-christian-tischer-to-access-band-and-run-the-script-that-installs-the-needed-software-on-the-remote-desktop-p-p-c-read-the-message-from-dr-david-rousseau-about-slides-and-introduction-to-google-colab-for-those-who-are-not-familiar-yet-with-it-p-">Day 2: <br> <p>a) before Day 2 the trainees need to have a working Google account (not a linked account that you manage with Google) to run Colab notebooks: <a href="https://colab.research.google.com/notebook">https://colab.research.google.com/notebook</a> . The Google account should have enough free space (~ several GB) on it.</p> <p>b) follow instructions from Dr. Christian Tischer to access BAND and run the script that installs the needed software on the remote desktop.</p><p>c) read the message from Dr. David Rousseau about slides and introduction to Google Colab for those who are not familiar yet with it.</p></h4>
<h4 id="day-3-br-p-a-it-is-required-to-have-a-google-drive-account-and-an-instance-of-fiji-with-the-plugin-deepimagej-p-p-b-download-cellprofiler-here-https-cellprofiler-org-releases-good-if-trainees-get-familiar-with-cp-beforehand-by-e-g-watching-this-tutorial-video-https-www-youtube-com-watch-v-qrzhqiiidkm-p-">Day 3: <br> <p>a) it is required to have a Google Drive account and an instance of Fiji with the plugin deepImageJ.</p> <p>b) download CellProfiler here: <a href="https://cellprofiler.org/releases">https://cellprofiler.org/releases</a> . Good if trainees get familiar with CP beforehand by e.g. watching this tutorial video: <a href="https://www.youtube.com/watch?v=QrzHQIiIDKM">https://www.youtube.com/watch?v=QrzHQIiIDKM</a> .</p></h4>
<h4 id="day-4-br-p-a-trainees-can-try-the-devbio-napari-plugin-collection-before-the-lesson-https-github-com-haesleinhuepf-devbio-napari-installation-p-">Day 4: <br> <p>a) trainees can try the devbio-napari plugin collection before the lesson: <a href="https://github.com/haesleinhuepf/devbio-napari#installation">https://github.com/haesleinhuepf/devbio-napari#installation</a>.</p></h4>
<h4 id="day-5-br-p-a-trainees-are-kindly-asked-to-complete-the-presentation-for-the-session-work-on-your-own-data-p-p-b-trainees-have-to-register-a-github-account-before-the-lesson-https-github-com-p-p-c-during-the-lesson-trainees-will-be-asked-to-register-a-docker-hub-account-with-name-corresponding-to-the-github-one-https-hub-docker-com-p-">Day 5: <br> <p>a) Trainees are kindly asked to complete the presentation for the session "Work on your own data".</p><p>b) trainees have to register a GitHub account before the lesson: <a href="https://github.com/">https://github.com/</a>.</p><p>c) during the lesson trainees will be asked to register a Docker Hub account with name corresponding to the GitHub one: <a href="https://hub.docker.com/">https://hub.docker.com/</a>.</p></h4>
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