Connectionists: LLMs4MI CFP (Hybrid Conference Co-Sponsored by IEEE ): Workshop on Large Language Models Applications in Medical Informatics, 26-29 November, 2024 | Dubai, UAE

[Gizem Varkonyi]

[Apologies if you got multiple copies of this invitation]

The International Workshop on Large Language Models Applications in Medical
Informatics (LLMs4MI2024)

Co-Located with

The 2nd International Conference on Foundation and Large Language Models
(FLLM2024) <https://fllm2024.fllm-conference.org/index.php>



https://dbis.rwth-aachen.de/LLMs4MI2024/



26-29 November, 2024 | Dubai, UAE

Technically Co-Sponsored by IEEE

*LLMs4MI 2024 CFP:*

In recent years, the rapid advancements in Large Language Models (LLMs),
like GPT-4, Claude 3, Gemini, and others, have demonstrated their immense
capabilities in understanding and generating natural language and showcased
their immense potential across various domains. In the Medical Informatics
(MI) community, there is significant interest in leveraging LLMs in a
variety of tasks ranging from general tasks such as improving patient
assessment, therapeutics, diagnostics and treatment, specialized tasks such
as primary care, surgery and oncology to clinical support tasks such as
medical assistants and clinical research tasks relating to trials,
compliance and data management.

This workshop focuses on the diverse applications of advanced LLMs in MI,
addressing the unique challenges, methodologies, and impacts on healthcare
practices. We welcome the submission of original papers on all topics
related to LLMs in medical informatics, with particular interest in but not
limited to:

   - *Clinical Decision Support Systems*: Utilizing LLMs to aid diagnosis,
   treatment planning, and personalized medicine.
   - *Information Extraction from Medical Reports*: Workflows and the use
   of LLMS to extract relevant information for diagnosis and treatment of
   diseases.
   - *Medical Literature Analysis*: Applying LLMs for summarizing,
   querying, and interpreting vast amounts of medical texts and research
   papers.
   - *Predictive Analytics*: Leveraging LLMs for forecasting disease
   outbreaks, patient outcomes, and resource allocation in healthcare settings.
   - *Healthcare Education, Medical Training and Simulation*: Using LLMs to
   create realistic training scenarios for medical education and procedural
   training.
   - *Ethical and Legal Implications of LLMs in Healthcare*: Addressing
   concerns related to bias, privacy, and regulatory compliance.
   - *Medical data lifecycle*: Using LLMs to enhance many aspects of the
   data lifecycle including the collection and analysis of clinical trials
   data and improving data quality in medical databases and registries.

*Submissions Guidelines and Proceedings*

Manuscripts should be prepared in 10-point font using the IEEE 8.5" x 11"
two-column format. All papers should be in PDF format, and submitted
electronically at Paper Submission Link. A full paper can be up to 6 to 8
pages (including all figures, tables and references). Submitted papers must
present original unpublished research that is not currently under review
for any other conference or journal. Papers not following these guidelines
may be rejected without review. Also submissions received after the due
date, exceeding length limit, or not appropriately structured may also not
be considered. Authors may contact the Program Chair for further
information or clarification. All submissions are peer-reviewed by at least
three reviewers. Accepted papers will appear in the FLLM Proceeding, and be
published by the IEEE Computer Society Conference Publishing Services and
be submitted to IEEE Xplore for inclusion. Submitted papers must include
original work, and must not be under consideration for another conference
or journal. Submission of regular papers up to 8 pages and must follow the
IEEE paper format. Please include up to 7 keywords, complete postal and
email address, and fax and phone numbers of the corresponding author.
Authors of accepted papers are expected to present their work at the
conference. Submitted papers that are deemed of good quality but that could
not be accepted as regular papers will be accepted as short papers.

*Important Dates:*

   - *Paper submission deadline: September 10, 2024*
   - Notification of acceptance: October 5, 2024
   - Camera-ready Submission: October 20, 2024





*Steering Committee*

   - Stefan Decker, RWTH Aachen University, Aachen, Germany
   - Oya Beyan, University of Cologne, Cologne, Germany
   - Sonja Schimmler, Fraunhofer FOKUS, Berlin, Germany

*Organizers*

   - Sulayman Sowe, RWTH Aachen University, Aachen, Germany
   - Zeyd Boukhers, Fraunhofer FIT, Sankt Augustin, Germany
   - Yongli Mou, RWTH Aachen University, Aachen, Germany
   - Alexander Neumann, RWTH Aachen University, Aachen, Germany

*Contact:*

Please send any inquiry to: <emergingtechnetwork at gmail.com>
llms4mi at dbis.rwth-aachen.de
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