7123473
doi
10.5281/zenodo.7123473
oai:zenodo.org:7123473
user-openlifesci
user-1231231664
Leveraging Open Science in Machine Learning and Bioinformatics
Batool Almarzouq
University of Liverpool
info:eu-repo/semantics/openAccess
Creative Commons Attribution 4.0 International
https://creativecommons.org/licenses/by/4.0/legalcode
open science
CC-BY
bioinformatics
communities
biomedical reserach
data science
<p>Biology has become a rich, data-intensive science dependent on complex, computational, and statistical methods, where machine learning and deep learning algorithms can be leveraged to provide novel insights for complex biological questions. Open Science has been instrumental in making these methods accessible to researchers while ensuring scientific results remain reproducible. This talk will discuss how open science practices can boost bioinformatics research and open new avenues for promoting scientific discovery by extending the principle of openness to the whole research cycle.</p>
<p> </p>
<p>We will explore examples of how Open Science is applied in the field of machine learning and computational biology. We will also look into both the challenges and advantages of applying Open Science practices in the ever-evolving field of machine learning. We aim to prompt attendees to reflect on specific concerns and practices that impact data science and bioinformatics research. We will be using a shared document for collaborative note-taking to capture the diverse experience of the participants and derive actions to help more communities adopt open science practices.</p>
<p>The Slides can be accessed <a href="https://docs.google.com/presentation/d/e/2PACX-1vRVbZ2seDYw6uffzwK09erW0YvQQzo1ZV72vB3rzV7jmQ06i9Lw171yAj-j7RbvlYvEeR9_S5QdOwL_/pub?start=false&loop=false&delayms=3000">here</a>.</p>
This talk was presented in UK Conference of Bioinformatics and Computational Biology (UK-CBCB) on the 29th of Sept 2022
Zenodo
2022-09-29
info:eu-repo/semantics/lecture
7123472
user-openlifesci
user-1231231664
1664477799.096841
3469921
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https://zenodo.org/records/7123473/files/Leveraging Open Science in Machine Learning and Bioinformatics.pdf
public
10.5281/zenodo.7123472
isVersionOf
doi