Thank you for your email. I am currently out of the office on vacation and will have limited access to email. I will return on August 15th and will respond to your message as soon as possible after that date. Best regards Vielen Dank für Ihre E-Mail. Ich bin derzeit im Urlaub und habe nur eingeschränkten Zugang zu meinen E-Mails. Ich kehre am 15. August zurück und werde Ihre Nachricht so bald wie möglich nach diesem Datum beantworten. Mit freundlichen Grüßen, Paloma On 25 Jul 2024, at 09:26, ijwa dline.info via Air-L <air-l@listserv.aoir.org> wrote:
CALL FOR PAPERS
First Workshop on "Data Analytics in Biomedicine" (held in conjunction with IEEE DDP2024) Fourth International Conference on Digital Data Processing Yeshiva University. New York, US 30 September – 01 October 2024 https://socio.org.uk/ddp/workshop/
CALL FOR PAPERS
The exponential growth of data generated from various textual sources presents both a challenge and a huge opportunity. A key challenge lies in effectively managing and extracting valuable insights from this vast amount of unstructured and heterogeneous data. To address this issue, advanced data analytics techniques, ranging from data and text mining to semantic network analysis and recent advancements in large language models (LLMs), have become indispensable tools for researchers and practitioners.
This is particularly relevant in the realm of biomedicine, where text mining has shown the ability to enable researchers to uncover hidden patterns, trends, and associations that would otherwise remain buried in the vast amount of health-related textual data, for instance, research articles, clinical reports, and electronic health records (EHRs).
On the other hand, semantic network analysis, which focuses on understanding the structure and dynamics of networks formed by entities and their interconnections derived from text mining processes, can facilitate a deeper understanding of the complex interrelationships within biomedical data. By analyzing properties like centrality, modularity, and community structures, researchers can identify key nodes and critical pathways in biological networks, predict disease associations, and explore the functional organization of biological systems.
The integration of text mining, semantic network analysis, and large language models offers a powerful approach to enhancing the ability to generate new hypotheses and insights and supporting the development of more effective diagnostics, treatments, and interventions.
The workshop represents an opportunity to explore the latest advancements in data analytics and text mining in biomedicine. Attendees will gain insights into developing more interpretable models, handling large-scale biomedical datasets, and implementing scalable solutions for real-world healthcare applications.
Moreover, the workshop is highly relevant because it has the potential to significantly improve the safety, effectiveness, and efficiency of biomedical interventions through advanced data analytics.
TOPIC OF INTEREST
We invite submissions on a wide range of topics, including but not limited to:
Novel techniques and measures for assessing textual data quality and handling data integration. Advanced text mining techniques for biomedical data Construction and analysis of semantic networks in biomedicine Case studies on integrated text mining and semantic network analysis Applications of LLMs in biomedicine Data analytics in precision medicine Text-driven approaches to drug discovery Interpretable or scalable data analytics approaches Application of Data Analytics and network science in Narrative Medicine Computational methods for disease modeling and prediction Ethical considerations in biomedical data analytics Multimodal biomedical data analytics Future trends and challenges in biomedical data analytics
PROGRAM
The workshop will take place on (To Be Announced). The program has yet to be made available. The Venue is Yeshiva University, New York.
PAPER SUBMISSION, REGISTRATION AND PUBLICATION
The submissions should follow the IEEE template. Please refer to socio.org.uk/ddp/paper-submission/
IMPORTANT DATES
Submission of Papers: August 05, 2024 Review and Notification: August 31, 2024 Camera-ready: Sep. 25, 2024 Workshop Date: Oct. 01, 2024 Post-conference proceedings: Nov. 30, 2024
WORKSHOP ORGANIZERS
Chiara Zucco, University Magna Graecia of Catanzaro, Italy Mario Cannataro, University Magna Graecia of Catanzaro, Italy Marianna Milano, University Magna Graecia of Catanzaro, Italy
PROGRAM COMMITTEE (TO BE CONFIRMED)
Marzia Settino, University of Calabria, Italy Mario Cannataro, University Magna Graecia of Catanzaro, Italy Maria Chiara Martinis, University Magna Graecia of Catanzaro, Italy Giuseppe Agapito, University Magna Graecia of Catanzaro, Italy Pietro Cinaglia, University Magna Graecia of Catanzaro, Italy Ilaria Lazzaro, University Magna Graecia of Catanzaro, Italy ----------- _______________________________________________ The Air-L@listserv.aoir.org mailing list is provided by the Association of Internet Researchers http://aoir.org Subscribe, change options or unsubscribe at: http://listserv.aoir.org/listinfo.cgi/air-l-aoir.org
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