15th International Conference on Computational Intelligence methods for Bioinformatics and Biostatistcs Universidade Nova de Lisboa, Caparica, Almada, Portugal, EU Thursday 6th, Friday 7th, Saturday 8th September 2018
The special session is confirmed and will happen during the CIBB 2018 conference. Here is the list of the papers that will be presented:
This is the webpage for the call for papers for the special session Machine learning in health informatics and biological systems within the 15th International Conference on Computational Intelligence methods for Bioinformatics and Biostatistcs (CIBB 2018) that will be held at Universidade Nova de Lisboa in Almada, Portugal, 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.
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 health informatics and biological systems" 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:
Davide Chicco*, Princess Margaret Cancer Centre, Toronto, Ontario, Canada Marco Masseroli**, Politecnico di Milano, Milan, Italy Annalisa Barla, Università di Genova, Genoa, Italy Anne-Christin Hauschild, Centre for Addiction and Mental Health (CAMH), Toronto, Ontario, Canada
The organizers thank the paper reviewers for their extraordinary work:
Prospective authors should submit papers prepared according to the following instructions:
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.
Authors of accepted papers will be invited to submit an extended version of their work to a post-conference monograph.
All the authors will be invited to prepare extended versions of their accepted paper to be submitted as chapter to a Springer Lecture Notes in Bionformatics (LNBI) containing the proceedings of the conference. Continuing the tradition of CIBB, the conference organizers are also planning to invite the best papers, as an alternative to the publication on LNBI, to a special issue of an international scientific journal (such as BMC Bioinformatics, as in the latest editions).
Examples of previous CIBB edition post-publications:
Paper submission deadline: 1st July 2018 Acceptance notification: 19th July 2018 Early registration due: 6th August 2018 Camera ready due: 6th August 2018 Conference: 6th, 7th, 8th September 2018
Please share this call for papers and the URL to this website: https://davidechicco.github.io/cibb2018specialsession/
For any question, please contact Davide Chicco at davidechicco(AT)davidechicco.it