Machine Learning in Healthcare Informatics and Medical Biology CIBB 2019 Special session

16th International Conference on Computational Intelligence methods for Bioinformatics and Biostatistics
Università di Bergamo, Italy, EU
4th, 5th, 6th September 2019

Scientific programme

Call for papers

This is the webpage for the call for papers for the special session Machine Learning in Healthcare Informatics and Medical Biology within the 16th International Conference on Computational Intelligence methods for Bioinformatics and Biostatistics (CIBB 2019) that will be held at Università di Bergamo, Bergamo, Italy, EU.

If you are working on a project related to the topics described below, you are warmly invited to submit a short paper to our special session.

Aim and scope

Machine learning has become a pivotal tool to analyze biomedical and biological datasets, especially in the Big Data era. In fact, machine learning algorithms can identify hidden relationships and structures in health care data, and even take advantage of them to make accurate predictions about similar or future data instances. For example, machine learning software has been able to predict the diagnosis of tumor patients just by processing patients' clinical features, allowing scientists to save time and money compared to wet lab experiments. Computational researchers have also exploited machine learning to infer knowledge about patients by analyzing biological datasets, especially the ones featuring genetics and epigenomic traits. Data mining approaches applied to such datasets, in fact, can lead to relevant discoveries both to understand molecular biology and to gain new knowledge about patients’ diseases.

Our special session on "Machine Learning in Healthcare Informatics and Medical Biology" aims at boosting these scientific fields, calling for researchers able to show the potential and the advance of machine learning algorithms to make accurate computational predictions in health care datasets and in patient-oriented biological datasets.

Topics of interest include:

The CIBB conference series

The International Conference on Computational Intelligence methods for Bioinformatics and Biostatistics (CIBB) is an annual scientific conference dedicated to computational intelligence algorithms applied to bioinformatics and biostatistics problems. It started in Perugia (Italy, EU) in 2004 and CIBB 2019 will be the 16th edition. You can read more about CIBB on Wikipedia.

Special session organizers

Davide Chicco*, Peter Munk Cardiac Centre, Toronto, Ontario, Canada
Anne-Christin Hauschild, Philipps-Universitat Marburg, Marburg, Germany
Mickael Mendez, University of Toronto, Toronto, Ontario, Canada
Giuseppe Jurman, Fondazione Bruno Kessler, Trento, Italy
Joao Ribeiro Pinto, Instituto de Engenharia de Sistemas e Computadores Tecnologia e Ciencia, Porto, Portugal

*corresponding organizer: Davide Chicco davidechicco(AT)davidechicco.it

Special session invited speaker

Marco Masseroli, Politecnico di Milano, Milan, Italy
Talk provisional title: "Processing of big heterogeneous genomic datasets for tertiary analysis of Next Generation Sequencing data"

Call for papers - Short paper format

Prospective authors should submit papers prepared according to the following instructions:

The papers should be submitted in .pdf format on the EasyChair.org conference system, by selecting the "Machine Learning in Healthcare Informatics and Medical Biology" special session on the submission menu (see image below).

The accepted papers will be distributed at the conference as .pdf files. At least one author of an accepted paper is required to register and present their paper at the conference.

Post-conference publication

New this year: all the papers accepted to our special session will be invited to submit an extended version to a post-conference supplement on the BMC Medical Informatics and Decision Making journal. We already have a preliminary agreement with the journal.

    

Examples of previous CIBB edition post-publications:

        

Dates and deadlines

Extended paper submission deadline: Wednesday 15th May 2019 (FINAL STRICT DEADLINE)
Acceptance/rejection notification: Monday 10th June 2019
Camera-ready due: Monday 1 July 2019
Conference: Wednesday 4th, Thursday 5th, Friday 6th September 2019

The journey of the special session papers: from conference submission to journal publication

One of the goal of this special session is to drive authors to improve the quality of their papers, and make them suitable for journal publication. By taking advantage of all the steps of the submission process and of the presence at the conference, the authors can keep improving their manuscript until the final publication on the journal.
A schematic idea of the process:

Share this call for papers

Please share this call for papers and the URL to this website:
https://davidechicco.github.io/cibb2019specialsession/

Open to new collaborators

Organizing the special session needs effort every year. Are you interested to help us with the organization of the special session? Feel free to contact us and let's discuss about it.

Contacts

For any question, please contact Davide Chicco at davidechicco(AT)davidechicco.it