operational text and data mining - european parliament a de...the scientist’s perspective albert...

17
- Perspective from a Research Scientist- Operational Text and Data Mining Dr. ADG de Roos Brussels, 26 March 2015 WG Intellectual Property Rights and Copyright Reform

Upload: others

Post on 03-Aug-2020

0 views

Category:

Documents


0 download

TRANSCRIPT

Page 1: Operational Text and Data Mining - European Parliament A de...The scientist’s perspective Albert de Roos PhD in Life Sciences (Nijmegen, 1997) Laboratory, Computer Research, Text

- Perspective from a Research Scientist-

Operational Text and Data Mining

Dr. ADG de RoosBrussels, 26 March 2015WG Intellectual Property Rights and Copyright Reform

Page 2: Operational Text and Data Mining - European Parliament A de...The scientist’s perspective Albert de Roos PhD in Life Sciences (Nijmegen, 1997) Laboratory, Computer Research, Text

The scientist’s perspective

Albert de Roos PhD in Life Sciences (Nijmegen, 1997) Laboratory, Computer Research, Text and data mining Roles in TDM pipeline as contributor and end user

Goal is to show TDM from a scientist’s perspective Using state-of-the-art genomics tool (DAVID) How it is built by the scientific community How it used by research scientists

2

Page 3: Operational Text and Data Mining - European Parliament A de...The scientist’s perspective Albert de Roos PhD in Life Sciences (Nijmegen, 1997) Laboratory, Computer Research, Text

A typical research question in cancer research

Why are some cells resistantto chemotherapy?

Cell Biology

Drug targets

Protein p150 as a newtarget for multidrug-resistant cells

Diseases

Laboratory Gene Analysis ClinicalRelevance

Cancer cells

Normal cells Genes involvedin multidrugresistance

Tumour Biology

Page 4: Operational Text and Data Mining - European Parliament A de...The scientist’s perspective Albert de Roos PhD in Life Sciences (Nijmegen, 1997) Laboratory, Computer Research, Text

DAVID*: From Gene to Disease

There is too much information to beanalyzed by the individual researcher

Set of tools for investigators to understandbiological meaning behind large list ofgenes.

How can I relate the difference in genepatterns to multidrug cancer resistance

4*The Database for Annotation, Visualization and Integrated Discovery (DAVID)

Page 5: Operational Text and Data Mining - European Parliament A de...The scientist’s perspective Albert de Roos PhD in Life Sciences (Nijmegen, 1997) Laboratory, Computer Research, Text

Cell Biology and Bioinformatics

5

Toolbox Tools Primary Source

DiseasesCancer GenesDrug TherapiesBioinformaticsAdvances Search

GenesProteinsChemicalsRaw DataRaw Text

Toolbox Tools Primary Source

Cell Biologist

Bioinformatician

Page 6: Operational Text and Data Mining - European Parliament A de...The scientist’s perspective Albert de Roos PhD in Life Sciences (Nijmegen, 1997) Laboratory, Computer Research, Text

Next research steps Design new experiments based on results using additional tools

and applications Write an article or create data sets that becomes part of the

primary source of the used tools

6

Research

DataKnowledge

TDM

Page 7: Operational Text and Data Mining - European Parliament A de...The scientist’s perspective Albert de Roos PhD in Life Sciences (Nijmegen, 1997) Laboratory, Computer Research, Text

Demo of DAVID as an OpenSource Genomic Tool Set

Scientist’s view on operationalaspects of Text and Data Mining

Dr. Albert de Roos, 26 March 2015

Demo: Use of DAVID to support cancer research question

Page 8: Operational Text and Data Mining - European Parliament A de...The scientist’s perspective Albert de Roos PhD in Life Sciences (Nijmegen, 1997) Laboratory, Computer Research, Text
Page 9: Operational Text and Data Mining - European Parliament A de...The scientist’s perspective Albert de Roos PhD in Life Sciences (Nijmegen, 1997) Laboratory, Computer Research, Text
Page 10: Operational Text and Data Mining - European Parliament A de...The scientist’s perspective Albert de Roos PhD in Life Sciences (Nijmegen, 1997) Laboratory, Computer Research, Text
Page 11: Operational Text and Data Mining - European Parliament A de...The scientist’s perspective Albert de Roos PhD in Life Sciences (Nijmegen, 1997) Laboratory, Computer Research, Text
Page 12: Operational Text and Data Mining - European Parliament A de...The scientist’s perspective Albert de Roos PhD in Life Sciences (Nijmegen, 1997) Laboratory, Computer Research, Text
Page 13: Operational Text and Data Mining - European Parliament A de...The scientist’s perspective Albert de Roos PhD in Life Sciences (Nijmegen, 1997) Laboratory, Computer Research, Text
Page 14: Operational Text and Data Mining - European Parliament A de...The scientist’s perspective Albert de Roos PhD in Life Sciences (Nijmegen, 1997) Laboratory, Computer Research, Text
Page 15: Operational Text and Data Mining - European Parliament A de...The scientist’s perspective Albert de Roos PhD in Life Sciences (Nijmegen, 1997) Laboratory, Computer Research, Text
Page 16: Operational Text and Data Mining - European Parliament A de...The scientist’s perspective Albert de Roos PhD in Life Sciences (Nijmegen, 1997) Laboratory, Computer Research, Text
Page 17: Operational Text and Data Mining - European Parliament A de...The scientist’s perspective Albert de Roos PhD in Life Sciences (Nijmegen, 1997) Laboratory, Computer Research, Text

- Operational Text and Data Mining-

End of Presentation