Mining Free-Text Medical Notes for Suicide Risk Assessment

Author:

Adamou Marios1,Antoniou Grigoris2,Greasidou Elissavet3,Lagani Vincenzo4,Charonyktakis Paulos3,Tsamardinos Ioannis5

Affiliation:

1. South West Yorkshire Partnership, NHS Foundation Trust, UK, University of Huddersfield, UK

2. University of Huddersfield, UK

3. Gnosis Data Analysis PC, Greece

4. Gnosis Data Analysis PC, Greece, University of Crete, Greece

5. University of Crete, Greece, Gnosis Data Analysis PC, Greece, University of Huddersfield, UK Institute of Applied and Computational Mathematics, FORTH, Greece

Publisher

ACM

Reference33 articles.

1. Marios Adamou Grigoris Antoniou Elissavet Greasidou Vincenzo Lagani Paulos Charonyktakis Ioannis Tsamardinos and Michael Doyle. {n. d.}. Towards Automatic Risk Assessment to Support Suicide Prevention. ({n. d.}). (to appear). Marios Adamou Grigoris Antoniou Elissavet Greasidou Vincenzo Lagani Paulos Charonyktakis Ioannis Tsamardinos and Michael Doyle. {n. d.}. Towards Automatic Risk Assessment to Support Suicide Prevention. ({n. d.}). (to appear).

2. Steven Bird Ewan Klein and Edward Loper. 2009. Natural language processing with Python: analyzing text with the natural language toolkit. " O'Reilly Media Inc.". Steven Bird Ewan Klein and Edward Loper. 2009. Natural language processing with Python: analyzing text with the natural language toolkit. " O'Reilly Media Inc.".

3. Latent dirichlet allocation;Blei David M;Journal of machine Learning research 3,2003

4. Giorgos Borboudakis Taxiarchis Stergiannakos Maria Frysali Emmanuel Klontzas Ioannis Tsamardinos and George E Froudakis. 2017. Chemically intuited large-scale screening of MOFs by machine learning techniques. npj Computational Materials 3 1 (2017) 40. Giorgos Borboudakis Taxiarchis Stergiannakos Maria Frysali Emmanuel Klontzas Ioannis Tsamardinos and George E Froudakis. 2017. Chemically intuited large-scale screening of MOFs by machine learning techniques. npj Computational Materials 3 1 (2017) 40.

5. A training algorithm for optimal margin classifiers

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