AINBC 2023
Special Session on AI in Neurology to Brain Computations
at the 15th Asian Conference on Intelligent Information and Database Systems (ACIIDS 2023)Phuket, Thailand
Conference website: http://www.aciids.pwr.edu.pl
Special Session Organizers
Prof. Andrzej W. Przybyszewski
University of Massachusetts Medical School
Worcester, MA, USA
Polish-Japanese Academy of Information Technology
Warsaw, Poland
E-mail: przy@pjwstk.edu.pl
E-mail: andrzej.przybyszewski@umassmed.edu
Prof. Jerzy P. Nowacki
Polish-Japanese Academy of Information Technology
Warsaw, Poland
E-mail: nowacki@pjwstk.edu.pl
University of Massachusetts Medical School
Worcester, MA, USA
Polish-Japanese Academy of Information Technology
Warsaw, Poland
E-mail: przy@pjwstk.edu.pl
E-mail: andrzej.przybyszewski@umassmed.edu
Prof. Jerzy P. Nowacki
Polish-Japanese Academy of Information Technology
Warsaw, Poland
E-mail: nowacki@pjwstk.edu.pl
Objectives and topics
In 1936 Alan Turing has invented the “automatic machine”. Later it was called a Universal Turing Machine and its universality was supported by a formal theory of computation proposed as the Church-Turing thesis. Till today is still a discussion if neurological processes in the brain are equivalent to computations of the Turing Machine. Progress in neuroscience and neurology from one side, and the development of AI such as NN (especially DNN) from the other, show more and more similarities between them.
Therefore, our session is devoted to looking into the neurological processes as brain computations to demonstrate the theoretical and practical advantages of such an approach. Even if we are still far away from fully understanding brain computations, we have much evidence that they are leading us to more intelligent AI (NN to DNN) methods. We propose to address classification, prediction, and clustering methods as intelligent biomarkers that potentially might be more sensitive than standard neurological tests. We want to offer an opportunity for researchers and practitioners to identify new promising research directions as well as to publish recent advances in this area.
The scope of the AINBC 2023 includes, but is not limited to the following topics:
Therefore, our session is devoted to looking into the neurological processes as brain computations to demonstrate the theoretical and practical advantages of such an approach. Even if we are still far away from fully understanding brain computations, we have much evidence that they are leading us to more intelligent AI (NN to DNN) methods. We propose to address classification, prediction, and clustering methods as intelligent biomarkers that potentially might be more sensitive than standard neurological tests. We want to offer an opportunity for researchers and practitioners to identify new promising research directions as well as to publish recent advances in this area.
The scope of the AINBC 2023 includes, but is not limited to the following topics:
- AI methods in brain research
- AI algorithms in neurological mechanisms
- AI and Deep Brain Stimulation in neurological diseases
- Machine learning in motor symptom progressions in neurodegenerative diseases (ND)
- Data mining in brain imaging: CT, MRI, DTI, and fMRI
- Estimation of different therapies efficiencies by means of data mining
- Machine learning in brain mapping
- Different Data Mining methods as a tool to study cognitive or emotional brain
- Brain plasticity and machine learning algorithms
- Diagnostic data mining emotions classification in speech and music
- Eye movements properties as an important biomarker of ND
- Time series analysis in research for the elderly and those at risk of neurodegenerative diseases
- AI system interactions with human motions
ACIIDS 2023 important dates
Paper submission (1st round): March 31, 2023 (Closed)
Paper submission (2nd round): April 30, 2023 (closed)
Notification of acceptance: May 30, 2023
Camera-ready papers: June 22, 2023
Registration & payment: June 22, 2023
Conference date: July 24-26, 2023
Paper submission (2nd round): April 30, 2023 (closed)
Notification of acceptance: May 30, 2023
Camera-ready papers: June 22, 2023
Registration & payment: June 22, 2023
Conference date: July 24-26, 2023