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Can I read Deep Learning Takes on Tumours on EtoBox?
Deep Learning Takes on Tumours by Esther Landhuis is a Physics and Astronomy article available to read on EtoBox.
What is Deep Learning Takes on Tumours about?
## A s cancer cells spread in a culture dish, Guillaume Jacquemet is watching. The cell movements hold clues to how drugs or gene variants might affect the spread of tumours in the body, and he is tracking the nucleus of each cell in frame after frame of time-lapse microscopy films. But because he has generated about 500 films, each with 120 frames and 200-300 cells per frame, that analysis is challenging to say the least. "If I had to do the tracking manually, it would be impossible," says Jacquemet, a cell biologist at Åbo Akademi University in Turku, Finland. So he has trained a machine to spot the nuclei instead. Jacquemet uses methods available on a platform called ZeroCostDL4Mic, part of a growing collection of resources aimed at making artificial intelligence (AI) technology accessible to bench scientists who have minimal coding experience 1 . AI technologies encompass several methods. One, called machine learning, uses data that have been manually preprocessed and makes predictions according to what the AI learns. Deep learning, by contrast, can identify complex patterns in raw data. It is used in self-driving cars, speech-recognition software, game-playing computers -and t
Who reads Deep Learning Takes on Tumours?
It is typically read by researchers, students, and practitioners in Physics and Astronomy.
- Author
- Esther Landhuis
- Publisher
- Springer Science and Business Media LLC
- Published
- 2020
- Language
- EN
- Field
- Physics and Astronomy (Physical Sciences)