EMBL Insight Lecture 2021

“Cells, computers and microscopy: how can AI pave the way to scientific discovery?“

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The EMBL Insight Lecture 2021 was presented by Dr. Anna Kreshuk, Group Leader at EMBL Heidelberg, on 12 November 2021.

Artificial Intelligence (AI) methods have revolutionized the way computers understand images, leading to the advances we see around us every day: automatic face recognition, sophisticated Instagram filters which change your age, 3D reconstructions from single snapshots – all of these fun applications have a serious theoretical underpinning. In the field of modern microscopy, where the analysis of complex biological images is not a trivial task, AI tools can help biologists to image better and faster and to make sense of gigantic image volumes produced by advanced microscopes.

In the EMBL Insight Lecture 2021, Dr. Anna Kreshuk introduces the field of computer vision and discusses how scientists profit from its recent breakthroughs in the area of modern microscopy. The lecture uses examples of cells, hearts and worms to illustrate how the algorithms and tools developed by Anna’s research team have revealed new insights into biology.

Concepts covered

Interdisciplinarity in science and research
The past and the present of microscopy
Computer vision – how computers read images
Machine Learning in object detection
Shallow Learning vs. Deep Learning
Machine Learning in modern microscopy
Using AI to reconstruct microscopic images
Reliability of AI methods in image reconstruction

Event report

We wrote about the lecture in our news section.

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The EMBL Insight Lecture is available via on-demand-streaming from this website. You can watch it directly in the window below. Alternatively, you can open the EMBL Insight Lecture here.