Connectionists: DEADLINE EXTENSION: CFP Special Session: CI in Personalized Medicine. CIBB 24
Alfredo Vellido
avellido at cs.upc.edu
Wed May 15 08:18:28 EDT 2024
Apologies for cross-posting
*DEADLINE EXTENDED to May 22nd*
Special Session on *Computational Intelligence in Personalized Medicine*
19th Conference on Computational Intelligence methods for Bioinformatics
and Biostatistics (*CIBB 2024*)
=================
CALL FOR PAPERS
=================
September 4-6, 2024, Benevento, Italy
Submission:
https://www.bioinformatics-sannio.org/cibb2024/index.php#submission
Aims & Scope
------------
Increased life expectancies and the expectation of universal medical
care provision in modern societies clash with the increasing costs of
meeting those challenges. The promises of Personalized Medicine (PM) may
become wishful thinking unless they deliver on cost efficiency. The most
promising avenue to deliver on such efficiency is the use of data
science approaches. The use of data-centred Computational Intelligence
(CI) methods is becoming an important tool in healthcare and medical
applications for providing enhanced diagnosis and prognosis tailored to
the patient's characteristics and needs. Data-intensive assays,
widespread sensorization and big data technologies enable the capturing
and sharing of increasingly larger amounts of biomedical data, which
need to be exploited through computational analysis in order to discover
meaningful patterns in data. CI methods, including machine learning in
general (and deep learning in particular) as well as other soft
computing approaches are at the forefront of efficient complex medical
and omics data analysis. In this special session, we call for new
research on applications that, using CI approaches, can provide
efficient solutions for the development of PM applications based on
biomedical and bioinformatics data.
Topics of interest include, but are not limited to:
· Applications of personalized medicine based on CI methods
· Biomedical pattern recognition using machine learning for PM
· Data-intensive biomedical assays
· Biomedical data sharing and harmonization
· Regulation of CI-based medical devices Interpretable,
explainable and transparent CI methods for PM
Important Dates
--------------------------
*Paper submission: May 22, 2024*
Paper decision notification: June 20, 2024
Session Chairs
------------------------
Dr. Caroline König,
Prof. Dr. Alfredo Vellido,
UPC BarcelonaTech and IDEAI-UPC Research Center, Barcelona, Spain.
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