posted by user: mmerone || 784 views || tracked by 1 users: [display]

SAM 2022 : CALL FOR PAPERS - SAM 2022 – SPECIAL SESSION (Sensor Processing in Biomedical Applications))


When Jun 20, 2022 - Jun 23, 2022
Where Trondheim, Norway
Submission Deadline Mar 23, 2022
Notification Due Apr 27, 2022
Final Version Due May 11, 2022
Categories    computer science   artificial intelligence

Call For Papers

IEEE Sensor Array and Multichannel Signal Processing Workshop
June 20-23, 2022 – Trondheim, Norway

We kindly invite you to send your contribution to the special session:

Sensor Processing in Biomedical Applications

This special session aims to attract and encourage researchers to submit novel and high-quality research and to open a proactive debate on problems involving the processing of biomedical signals from raw data to the semantic interpretation of results, pointing out the latest trends in the research on sensors and algorithms. The special session will focus on the analysis of problems concerning the link between data acquisition, processing, and the explanation of inference results. Particularly appreciated will be contributions on graph signal processing and deep neural networks, being tools that play every day an increasingly important role in the analysis of biological signals. Graph signal processing (GSP) with its methods can be used in several application areas: in the biomedical field, wherever we have a system with a network structure, such as the human brain and biological network. However, this technique requires optimization in terms of graph structure definitions, its representation and sampling. In recent decades, deep learning and optimization approaches have become popular methods for solving complicated time series analysis problems in the biomedical field. However, deep neural network algorithms are often perceived as black boxes without any explanation about the final decision process. In this context, explainable deep learning techniques aim to explain and interpret the results, predictions, decisions, and recommendations automatically obtained by the models in order to create more understandable and transparent decisions. In the medical application, such additional understanding coupled with the increased availability of medical/clinical data acquired from sensors through techniques in the Internet of Things (IoT) paradigm, and with recent advances in data fusion and data augmentation techniques that can integrate data from multiple sources and generate synthetic samples, could play a significant role in supporting physicians in their human decision making.

The topics of interest will include but will be not limited to:
• DNN on biomedical time series analyses
• Explainable DNN from personalized medicine
• Multimodal DNN for biomedical data fusion
• Graph representation and sampling
• Graph filters design and application
• Graph signal processing for biomedical application

Special Session Organizers
Mario Merone, Università Campus Bio-Medico di Roma,
Anna Sabatini, Università Campus Bio-Medico di Roma,
Special Session Paper Submission Deadline: March 23rd, 2022
Notification of Acceptance: April 27th, 2022
Final-Manuscript Submission Deadline: May 11th, 2022
Early-Registration Deadline: May 18th, 2022
Event: June 20-23, 2022

Related Resources

Dialogical Approaches to the Sphere ‘in 2024   Call For Papers - Dialogical Approaches to the Sphere ‘in-between’ Self and Other: The Methodological Meaning of Listening
ICDM 2024   24th Industrial Conference on Data Mining
Philosophical Approaches to Games and Ga 2024   Call For Papers - Philosophical Approaches to Games and Gamification: Ethical, Aesthetic, Technological and Political Perspectives
ACM-Ei/Scopus-CCISS 2024   2024 International Conference on Computing, Information Science and System (CCISS 2024)
Gendered Allegories: Origen of Alexandri 2024   Call For Papers - Gendered Allegories: Origen of Alexandria and the Representation of the Feminine in Patristic Literature
IEEE Xplore-Ei/Scopus-CTISC 2024   2024 6th International Conference on Advances in Computer Technology, Information Science and Communications (CTISC 2024) -EI Compendex
Critical Plant Theories and Cultures: Ex 2024   Call For Papers - Critical Plant Theories and Cultures: Exploring Human and More-than-human World Entanglements
IEEE Xplore-Ei/Scopus-CVIV 2024   2024 6th International Conference on Advances in Computer Vision, Image and Virtualization (CVIV 2024) -EI Compendex
Towards a Dialogue Between Object-Orient 2024   Call For Papers - Towards a Dialogue Between Object-Oriented Ontology (OOO) and Science
JCICE 2024   2024 International Joint Conference on Information and Communication Engineering(JCICE 2024)