Synergy of multiscale Modelling and machine Learning: Strategy for biomedical sciences and battle against cancer
Public support
Provider
Ministry of Education, Youth and Sports
Programme
Programme for Funding Multilateral Scientific and Technological Cooperation Projects in the Danube Region
Call for proposals
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Main participants
České vysoké učení technické v Praze / Fakulta stavební
Contest type
M2 - International cooperation
Contract ID
-
Alternative language
Project name in Czech
Synergy of multiscale Modelling and machine Learning: Strategy for biomedical sciences and battle against cancer
Annotation in Czech
To develop a new paradigm based upon the Synergy of Multiscale modelling and machine Learning (project acronym: SML). The role of each of the interacting methods will be clearly identified: the multiscale strategy will provide the choice of models at each scale, and the machine learning will provide the parameters variability information, as well as model validation and verification. Of special interest for our project is the model problem of ColoRECTAL cancer, motivating the proposed project program including diagnosis and clinical decision using multiscale modelling and machine learning technology. The final result we seek is the development of the corresponding decision-making technology tools for efficient patient treatment.
Scientific branches
R&D category
ZV - Basic research
OECD FORD - main branch
20101 - Civil engineering
OECD FORD - secondary branch
10201 - Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)
OECD FORD - another secondary branch
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CEP - equivalent branches <br>(according to the <a href="http://www.vyzkum.cz/storage/att/E6EF7938F0E854BAE520AC119FB22E8D/Prevodnik_oboru_Frascati.pdf">converter</a>)
AF - Documentation, librarianship, work with information<br>BC - Theory and management systems<br>BD - Information theory<br>IN - Informatics<br>JN - Civil engineering
Solution timeline
Realization period - beginning
Jul 1, 2023
Realization period - end
Jun 30, 2025
Project status
B - Running multi-year project
Latest support payment
Oct 21, 2023
Data delivery to CEP
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů
Data delivery code
CEP24-MSM-8X-R
Data delivery date
Feb 19, 2024
Finance
Total approved costs
251 thou. CZK
Public financial support
251 thou. CZK
Other public sources
0 thou. CZK
Non public and foreign sources
0 thou. CZK