UK needs 10 000 more therapists

What Does Classifying More Than 10, 000 Image Categories Tell Us?

Image classification is a critical task for both humans and computers. One of the challenges lies in the large scale of the semantic space. In particular, humans can recognize tens of thousands of object classes and scenes. No computer vision algorithm today has been tested at this scale. This paper presents a study of large scale categorization including a series of challenging experiments on ...

Pfam 10 years on: 10 000 families and still growing

Classifications of proteins into groups of related sequences are in some respects like a periodic table for biology, allowing us to understand the underlying molecular biology of any organism. Pfam is a large collection of protein domains and families. Its scientific goal is to provide a complete and accurate classification of protein families and domains. The next release of the database will ...

Science needs more Moneyball

More than Nature Needs

1870. United Kingdom. Scenes from a divorce. Alfred Russel Wallace, the coinventor with Darwin of the theory of evolution through natural selection, completely captivated by the melodious song of the sirens hailing spiritualism landed definitively on the controversial shores of the treason. In effect, with his essay The Limits of Natural Selection as Applied to Man, Wallace turned his back on t...

Educating 10, 000 informaticians by 2010: The AMIA 10 × 10 program

Objectives: There is an increasing need for a larger and better trained workforce in medical informatics. The goal of the American Medical Informatics Association 10×10 program is to educate 10,000 clinicians in medical informatics by the year 2010. Methods: We adapted an on-line introductory graduate course toward this goal. It was evaluated using Likert-scale and open-ended questions. Results...