International Workshop on Knowledge Discovery in Translational Biomedical Informatics
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When : 2017-11-13
Where : Kansas City, MO, USA
Submission Deadline : 2017-09-20
Categories : Computer Science & Information Technology , Biomedical Engineering
International Workshop on Knowledge Discovery in Translational Biomedical Informatics (KDTBI 2017)
November 13, 2017, Kansas City, MO, USA
Call for Papers:
The emerging field of translational biomedical informatics aims to develop innovative analytic methods and tools to transform large amount of biomedical and genomic data into meaningful clinical and biological knowledge. It will largely accelerate biomedical knowledge discovery and improve health services and patient care outcomes. To achieve the holly grail of translational biomedical informatics research, clinical observations and biological experiments should be analyzed holistically. Unfortunately, the huge volume of data of heterogeneous nature, and different cultures in biomedical research and clinical practice impose a severe obstacle – even bioinformatics and medical informatics (also called clinical informatics sometimes) remain as separate fields for long time. Methods, technologies and applications that build on biomedical and clinical data integration are in great need.
- Application of data mining approaches in precision medicine
- Machine learning and statistical approaches for biomedical and clinical data mining
- Natural language processing in clinical data
- Information retrieval in clinical data
- Topic detection and information extraction in biomedical and clinical data
- Integration of heterogeneous biomedical data sources
- Semantic annotation on biomedical data
- Semantic reasoning and inference on biomedical data
- Biomedical data representation utilizing Ontology matching and data model schema
- Deep Learning on biomedical and clinical data
- Large-scale biomedical data management system
- Phenotypic-Genotypic association detection
- Network and Systems Biology
- Biomedical Network motif analysis
- Computational genetics, genomics and proteomics
- Computational drug discovery
- Computer-aided detection and diagnosis
- Pharmacogenomics
- Multi-omics data integration
- Due date for full workshop papers submission:September 20, 2017
- Notification of acceptance to authors:October 10, 2017
- Camera-ready of accepted papers:October 25, 2017
Topics:
IMPORTANT DATES:
User Name : Jenifer
Posted 11-08-2017 on 20:14:15 AEDT
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