BioData Mining is an open access, open peer-reviewed, informatics journal encompassing research on all aspects of Artificial Intelligence (AI), Machine Learning, and Visual Analytics, applied to high-dimensional biological and biomedical data, focusing on computational aspects of knowledge discovery from large-scale genetic, genomic, metabolomic data and/or electronic health records, social determinants of health, and environmental exposure data.

Topical areas include, but are not limited to:

Development, evaluation, and application of novel data mining and machine learning algorithms.
Adaptation, evaluation, and application of traditional data mining and machine learning algorithms.
Open-source software for the application of data mining and machine learning algorithms.
Design, development and integration of databases, software and web services for the storage, management, retrieval, and analysis of data from large scale studies.
Pre-processing, post-processing, modeling, and interpretation of data mining and machine learning results for biological interpretation and knowledge discovery.
Data types include

Imaging
Electronic health records
Biobanks
Environmental data
Social and behavioral data
Wearable devices
Social media data

Methodology
Research
Review
Short report
Software article

Editors-in-Chief
Dr Jason Moore, University of Pennsylvania, USA 
Dr Marylyn Ritchie, University of Pennsylvania, USA
Managing Editor
Dr Mary Regina Boland, University of Pennsylvania, USA
Advisory Board
Prof Bernat Soria, CABIMER, Spain
Associate Editors
Dr Mahdi Belcaid, University of Hawaii, USA
Dr Casey Greene, University of Pennsylvania, USA
Dr Dominik Heider, Straubing Center of Science, Germany
Prof Zhigang Li, Geisel School of Medicine at Dartmouth, USA
Dr Brett McKinney, University of Tulsa, USA
Dr David Reif, North Carolina State University, USA
Dr Ka-Chun Wong, City University of Hong Kong, Hong Kong 
Editorial Board
Prof Jesus Aguilar-Ruiz, Founding Editor, Pablo de Olavide University, Spain 
Dr William Bush, Vanderbilt University, USA 
Prof Rita Casadio, University of Bologna, Italy 
Prof Krzysztof Cios, Virginia Commonwealth University, USA 
Dr Todd Edwards, Vanderbilt University School of Medicine, USA
Prof David Jones, University College London, UK 
Prof Simon Kasif, Boston University, USA 
Dr Dokyoon Kim, Geisinger Health System, USA
Prof Ju Han Kim, Seoul National University College of Medicine, South Korea 
Prof Pedro Larranaga, Technical University of Madrid, Spain 
Dr Elena Marchiori, Radboud University Nijmegen, Netherlands 
Prof Andrea Omicini, University of Bologna, Italy 
Prof Jörg Rahnenführer, Technical University Dortmund, Germany 
Dr Reinhard Schneider, University of Luxembourg, Luxembourg 
Prof Dan Simovici, University of Massachusetts Boston, USA 
Dr Stefano Volinia, Ohio State University, USA 
Dr Minlu Zhang, Illumina, USA
Dr Igor Zwir, Washington University in St. Louis, USA