Martin Krzywinski / Genome Sciences Center / mkweb.bcgsc.ca Martin Krzywinski / Genome Sciences Center / mkweb.bcgsc.ca - contact me Martin Krzywinski / Genome Sciences Center / mkweb.bcgsc.ca on Twitter Martin Krzywinski / Genome Sciences Center / mkweb.bcgsc.ca - Lumondo Photography
This love loves love. It's a strange love, strange love.Liz Fraserwatch

mining: beautiful


Martin Krzywinski - art + science
Martin Krzywinski - art + science
Martin Krzywinski - art + science
Martin Krzywinski - art + science
Martin Krzywinski - art + science
Martin Krzywinski - art + science
Martin Krzywinski - art + science
Martin Krzywinski - art + science
Martin Krzywinski - art + science
Martin Krzywinski - art + science
Martin Krzywinski - art + science
Martin Krzywinski - art + science
Martin Krzywinski - art + science
Martin Krzywinski - art + science
Martin Krzywinski - art + science
Martin Krzywinski - art + science
Martin Krzywinski - art + science
Martin Krzywinski - art + science
Martin Krzywinski - art + science
Martin Krzywinski - art + science
Martin Krzywinski - art + science
Martin Krzywinski - art + science
Martin Krzywinski - art + science
Martin Krzywinski - art + science
Martin Krzywinski - art + science
Martin Krzywinski - art + science
Martin Krzywinski - art + science
Martin Krzywinski - art + science
Martin Krzywinski - art + science
Martin Krzywinski - art + science
Martin Krzywinski - art + science
Martin Krzywinski - art + science

Nature Methods Points of View visualization column


genomics + data mining

ICDM2012 Keynote

Needles in Stacks of Needles: genomics + data mining

Download talk

visual abstract

Martin Krzywinski @MKrzywinski mkweb.bcgsc.ca
The talk introduces genomics and cancer biology to computer scientists and outlines areas in which data mining methods are being used to further our understanding of the genome. The theme is one of complexity and relevance — computers manage the former, but we are the ultimate judges of the latter. (download talk, ICDM2012)

abstract

In 2001, the first human genome sequence was published. Now, just over 10 years later, we capable of sequencing a genome in just a few days. Massive parallel sequencing projects now make it possible to study the cancers of thousands of individuals. New data mining approaches are required to robustly interrogate the data for causal relationships among the inherently noisy biology. How does one identify genetic changes that are specific and causal to a disease within the rich variation that is either natural or merely correlated? The problem is one of finding a needle in a stack of needles. I will provide a non-specialist introduction to data mining methods and challenges in genomics, with a focus on the role visualization plays in the exploration of the underlying data.

references

The title of the talk was drawn from the paper

Gregory M. Cooper & Jay Shendure Needles in stacks of needles: finding disease-causal variants in a wealth of genomic data Nature Reviews Genetics 12, 628-640 (September 2011)

I will be posting a full list of references for the talk shortly.

news + thoughts

Figure Design and Writing — Two Goals, One Process

Mon 29-04-2013

This month I look at how creating effective figures is similar to the process of writing well in the Points of View column Elements of Visual Style.

Martin Krzywinski @MKrzywinski mkweb.bcgsc.ca
Nature Methods Points of View column: Elements of Visual Style. (download, more about Points of View)

Using Strunk's Elements of Style as an example of writing guidelines, I look how these can be translated to creating figures.

VIZBI 2013 Keynote—Visual Design Principles

Wed 27-03-2013

When we create figures, we must communicate and design. In my talk I discuss some of the rules that turn graphical improvisation into a structured and reproducible process.

Martin Krzywinski @MKrzywinski mkweb.bcgsc.ca
Try to focus on a spot in these posters that celebrate Pi day. (download talk)

The fractal tree was created with OneZoom, which received the best poster award at the conference.

Happy Pi Day— 3.14

Thu 14-03-2013

Celebrate Pi Day (March 14th) with a funky modern posters. Transcend, don't repeat, yourself and watch the dots shimmer.

Martin Krzywinski @MKrzywinski mkweb.bcgsc.ca
Try to focus on a spot in these posters that celebrate Pi day. (download posters)

The posters were inspired by the beautiful AIDS posters by Elena Miska.

For the Love of Type

Thu 07-03-2013

I am always drawn to type and periodically I must do something about it.

If you were a type, what type would you be? Me, Gill Sans on weekdays and Perpetua on the weekend.

Martin Krzywinski @MKrzywinski mkweb.bcgsc.ca
Finding intrigue and consensus within and among letters. (typography posters)

Return of Nature Methods Points of View

Tue 26-02-2013

I take over from Bang Wong as primary contributor to the Points of View column, a monthly advice and opinion piece about data visualization and information and figure design in molecular biology.

Martin Krzywinski @MKrzywinski mkweb.bcgsc.ca
Nature Methods Points of View column returns. (read more, Nature Methods blog)