The Sixth Workshop on Data Mining in Biomedical Informatics and Healthcare (DMBIH’18)

List of Topics

• Classifying and clustering big data in electronic health records (EHRs)

• Classifying and clustering temporal data in EHRs and biomedical data in high dimensional spaces

• Application of deep learning methods to clinical data

• Topic modeling / detection in large amounts of clinical textual data

• Data preprocessing and cleansing to deal with noise and missing data in large biomedical or population health data sets

• Algorithms to speed up the analysis of big biomedical data

• Novel visualization techniques to facilitate the query and analysis of clinical data

• Statistics and probability in large-scale data mining

• Evidence-based medicine

• Developing efficient computational algorithms for mining/analyzing big EHR data

• Novel visualization techniques to facilitate the query and analysis of  clinical data

• Statistics and probability in large-scale EHR data mining

• Medical image data mining

• HIPAA compliance data mining

• Pharmacogenomics data mining

• Biological markers detection

• Biological and clinical data analysis and integration for translational research

• Computational genetics, genomics and proteomics