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artificial intelligence

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13 November 2024 Illustration showing a human gut floating over a scale resting on a microchip labelled ‘AI’. The two sides of the scale show a varying number of bacteria, shown against a backdrop of 0s and 1s.

Microbial load can influence disease associations

Science & Technology Scientists have developed a new machine-learning model to predict microbial load — the density of microbes in our guts — and used it to demonstrate how microbial load plays an important role in disease-microbiome associations.

2024

science-technology

8 October 2024

Machine learning discoveries honoured with 2024 Nobel Prize for Physics

Science & Technology The prize was awarded to John J. Hopfield, Princeton University, USA, and Geoffrey Hinton, University of Toronto, Canada, for their seminal contributions to the foundational methods that enabled the development of machine learning.

2024

science-technology

8 October 2024

New MGnify Proteins web resources launched

EMBL-EBI’s microbiome data resource MGnify produces a valuable trove of protein sequence data through its ongoing analysis of microbiome derived data. Two new MGnify Proteins web resources make this dataset easily accessible and searchable, both for large queries across the entire database…

2024

updates-from-data-resources

10 September 2024 A brain section is seen in the background, from which a 'highway'emerges, with lit up neurons spaced like cars on the highway.

Follow the cellular road

Science & Technology An AI-enhanced advanced microscopy approach offers promise in better understanding glioblastomas, one of the deadliest brain cancers.

2024

science-technology

12 June 2024

AI approaches in structural biology and drug discovery

Connections EMBL Grenoble and the ESRF hosted a workshop bringing together representatives from research and industry to discuss the ever-growing role of artificial intelligence in the field of structural biology.

2024

connections

8 April 2024 Artist’s stylised, semi-abstract representation of artificial intelligence

When AI meets biology

Science & Technology A recent EMBO | EMBL conference provided a forum for researchers to share how AI is making a difference in biology and bioinformatics.

2024

science-technology

21 December 2023 On the left: image of a protein complex in a shape of a yellow doughnut with blue elements. Above it is a drawing of nucleic acid with arrows connecting nitrogenous bases to different points in the protein complex. On the right: a line with peaks indicating the peaks recorded in mass spectrometry. Above two peaks, there are smaller depictions of the doughnut-shaped complex, one with a blue element and one without.

RNA to rule them all

Science & Technology The Kosinski Group at EMBL Hamburg collaborated with other groups in Hamburg to reveal critical steps in Lassa virus ribonucleoparticle assembly and recruitment, and the crucial role played by RNA in in the Lassa virus life cycle.

2023

sciencescience-technology

22 November 2023 Oliver Stegle passionately drawing work-related content with a green pen on a whiteboard. On the whiteboard, there are coordinates and equations, such as “n=2”.

How AI shapes the life sciences: an interview with Oliver Stegle

Lab MattersPeople & Perspectives EMBL scientist Oliver Stegle explains how AI-based tools have the potential to transform our ability to better understand the complexity of life and how these tools will shape the future of life science exploration.

2023

lab-matterspeople-perspectives

28 September 2023 Visual of AlphaFold Protein prediction, embedded into a visual of scientific data

EMBL receives German AI prize

EMBL Announcements EMBL receives the German AI prize awarded for outstanding services to the research and development as well as application and commercialisation of artificial intelligence (AI) in life science research.

2023

embl-announcementsscience

16 February 2023

New EU-funded Project: Fragment-Screen

Lab MattersScience & Technology EMBL is one of the partners of this project that aims to accelerate drug discovery and development, bringing in expertise from EMBL Grenoble and EMBL-EBI.

2023

lab-mattersscience-technology

2 February 2023 Science illustration showing from left to right the progression from cryo-EM software to an annotated image of sub-cellular organelles, using a deep learning software.

AI helps scientists decipher cellular structures

New artificial intelligence tool adds speed and detailed cellular information to analysis of cryo-electron tomography to aid researchers’ understanding of inner cell workings.

2023

science

2 November 2022 Fluorescent microscopy image of skeletal muscle with biological data imagery

AI4LIFE: AI models for bioimaging

Researchers across EMBL are helping to make artificial intelligence (AI) models for bioimaging analysis interoperable and openly available to the scientific community.

2022

announcementsscience

10 June 2022 A colourful structural model of the doughnut-shaped human nuclear pore complex seen from above.

Puzzling out the structure of a molecular giant

Science & Technology Scientists have solved several mysteries around the structure and function of a true molecular giant: the human nuclear pore complex. They created the most complete model of the complex thanks to combining the program AlphaFold2 with cryo-electron tomography, integrative modelling, molecular…

2022

sciencescience-technology

19 January 2022 "From Molecules to Ecosystems" are words on top of a collage of images that span from molecules to ecosystems

A new era for European molecular biology

EMBL AnnouncementsLab Matters EMBL announces details about its next programme, ‘Molecules to Ecosystems’. It will guide studying life across scales and in context with changing environments.

2022

announcementsembl-announcementslab-matters

17 June 2021 Three researchers surround microscopy equipment in a dark room with red lighting.

Illuminating protein complexes in cells

Lab MattersPeople & Perspectives EMBL group leaders Julia Mahamid, Anna Kreshuk & Jonas Ries awarded Chan Zuckerberg Initiative grant to advance what we see inside cells.

2021

lab-matterspeople-perspectives

4 December 2020 Haemoglobin protein structure shown over a matrix symbolising artificial intelligence

Solving the protein structure puzzle

Science & Technology How artificial intelligence can help us solve the mysteries of the protein universe

2020

sciencescience-technology

23 October 2020 Futuristic image of deep learning schema superimposed on computer code

Bringing AI out of the black box

Lab MattersScience & Technology Why should researchers make artificial intelligence more transparent and how can they do it?

2020

lab-mattersscience-technology

31 August 2020 3D image of plant cells. The ones identified by the algorithm are brightly coloured.

Intelligent software tackles plant cell jigsaw

Science & Technology Starting with computer code and moving on to a more user-friendly graphical interface called PlantSeg, the Kreshuk Group at EMBL and collaborators built a simple open-access method to provide the most accurate and versatile analysis of plant tissue development to date.

2020

sciencescience-technology

19 August 2020 A human heart sits at the centre of the illustration. The left ventricle is see-through, showing patterns of trabeculae. Around the heart are some notes from Leonardo da Vinci.

New clues to a 500-year old mystery about the human heart

Science & Technology An international team of scientists involving Ewan Birney's group has investigated the function of a complex mesh of muscle fibres that line the inner surface of the heart.

2020

sciencescience-technology

6 August 2020 Logo of the European Laboratory for Learning and Intelligent Systems. Left: A chalkboard drawing of Europe. Right: the letters E L L I S in different colours.

Bridging artificial intelligence and the life sciences – launch of ELLIS Heidelberg

Lab MattersScience & Technology Researchers from all life science disciplines – from fundamental biological research to medical applications – generate immense datasets. Analysing these datasets and gaining new knowledge from them is a growing challenge for scientists. The fields of artificial intelligence (AI) and machine…

2020

lab-mattersscience-technology

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