Back to search

NANO2021-Nanoteknologi og nye materiale

Nanoscale artificial intelligence in microscopy and nanoscopy for life sciences (*NanoAI)

Alternative title: Nanoskala kunstig intelligens i mikroskopi og nanoskopi for biovitenskap (*NanoAI)

Awarded: NOK 12.0 mill.

*NanoAI proposes a novel artificial intelligence framework that allows development of data analysis solutions for microscopy and nanoscopy generated 2D, 3D, and 4D data. Through this new artificial intelligence framework, *NanoAI aims at transforming microscopes and nanoscopes from high-tech visualization devices to grass-root level knowledge discovery tools. Within the *NanoAI project duration, AI solutions for two problems, namely high content data analytics in tissues and event identification in living cells, will be developed. They will be tested on cardiac tissues and living cardiac cells for mitochondrial processes as a use case for proof-of-concept. *NanoAI will create a new research field at the nexus of artificial intelligence, physics, mathematics, technology, and biology, generating impact in each field of research. It brings extremely challenging problems of high societal relevance to AI and mathematics community, opens a new field of research and development for the delivery of the promised impact of microscopy, and significantly broadens the horizon of possibilities for biological studies.

*NanoAI proposes a novel artificial intelligence framework that allows development of data analysis solutions for microscopy and nanoscopy generated 2D, 3D, and 4D data. Through this new artificial intelligence framework, *NanoAI aims at transforming microscopes and nanoscopes from high-tech visualization devices to grass-root level knowledge discovery tools. Within the *NanoAI project duration, AI solutions for two problems, namely high content data analytics in tissues and event identification in living cells, will be developed. They will be tested on cardiac tissues and living cardiac cells for mitochondrial processes as a use case for proof-of-concept. *NanoAI will create a new research field at the nexus of artificial intelligence, physics, mathematics, technology, and biology, generating impact in each field of research. It brings extremely challenging problems of high societal relevance to AI and mathematics community, opens a new field of research and development for the delivery of the promised impact of microscopy, and significantly broadens the horizon of possibilities for biological studies.

Publications from Cristin

No publications found

No publications found

No publications found

No publications found

Funding scheme:

NANO2021-Nanoteknologi og nye materiale