DSHealth 2019: 2019 KDD Workshop on Applied Data Science for Healthcare: Bridging the Gap between Data and Knowledge Anchorage, AK, United States, August 5, 2019 |
Conference website | https://dshealthkdd.github.io/dshealth-2019/ |
Submission link | https://easychair.org/conferences/?conf=dshealth2019 |
Submission deadline | May 25, 2019 |
DsHealth 2019 is a KDD workshop on Applied Data Science for Healthcare - bridging the gap between data and knowledge. Please see website for more details.
Announcing $500 travel grant each for the best paper and the best student paper, selected for the workshop. Please see updated call for papers.
Submission Guidelines
We invite full papers, as well as work-in-progress on the application of data science in healthcare. Topics may include, but not limited to, the following topics (For more information see workshop overview) with special focus on techniques that are aimed at bridging the gap between data and knowledge.
- Knowledge extraction and modeling with rule-based system or deep learning methods
- Word and knowledge embedding techniques
- Knowledge graph construction, integration, and related mining
- Distill actionable insights from data and knowledge (e.g., expert systems)
- Human-in-the-loop data science and machine learning
- Knowledge transfer and domain adaptation
- Visualization for health knowledge and model interpretation
- Heterogeneous data processing, integration and meta-learning
- Best practice in data science pipeline
- Open source data science tools for improving model transparency and interpretability
- Innovative evaluation metrics and tools for bias-removal, and fair and comprehensive comparison
- Personalized recommendation systems using literature or patient-generated health data
Papers must be submitted in PDF format to easychair https://easychair.org/conferences/?conf=dshealth2019 and formatted according to the new Standard ACM Conference Proceedings Template . Papers must be a maximum length of 4 pages, including references.
Paper submission deadline is May 25, 2019 11:59 pm, HST.
The program committee will select the papers based on originality, presentation, and technical quality for spotlight and/or poster presentation.
The best paper and the best student paper will be awarded 500 travel grant each. Please indicate whether the primary author is a student in the easychair submission form.
Organizing Committee
- Fei Wang, Cornell University, USA
- Pei-Yun Sabrina Hsueh, IBM Research, USA
- Prithwish Chakraborty, IBM Research, USA
- Carly Eckert, Kensci Inc. and University of Washington, USA
- Mansoor Saqi, King's College London, UK
- Lixia Yao, Mayo Clinic, Rochester MN, USA
- Fred Rahmanian, Geneia, USA
- Muhammad Aurangzeb Ahmad, Kensci Inc. and University of Washington - Tacoma, USA
- Ankur Teredesai, Kensci Inc. and University of Washington, USA
Venue
The conference will be held in Anchorage, USA and organized along with KDD 2019.
Contact
Please contact one of the organizers or see website for more details.