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Clustering Without Limits

Affinity propagation clusters lots of different kinds of data better and faster than other methods

Starting in preschool we all learn how to get organized. Typically, we start with pre-determined categories (dolls, trains, blocks); pre-set ideas about what belongs in each category (Barbie: doll;...
Jul, 01, 2007
Genetic Variants and Ill Health: Scanning 500,000 SNPs Yields Gene-Disease Connections

It's an exhilarating time for genome-wide association studies

For the past few months it seemed you couldn’t open a journal without reading results of a new genome-wide association study. The results kept pouring in: four studies in April showing seven...
Oct, 01, 2007
A Vision of Computational Anatomy
Today, the knowledge, experience and memory of clinicians or scientists function as the exclusive resource for distinguishing normal from abnormal brain images; identifying signatures or biomarkers...
Jul, 01, 2009
Human Versus Machine: Biomedical expertise meets computer automation

Computers and human experts duke it out over who is better at diagnosing disease, interpreting images, or predicting protein structure

Dorothy Rosenthal tenses over her microscope, peering at the problematic nucleus on the Pap smear yet again. “It’s abnormal,” she decides, and then hesitates. “No, it’s...
Jul, 01, 2006
Supercomputer Versus Supercluster

A debate

Say you are performing biomolecular investigations that are extremely compute intensive. You have a finite amount of money and time. You could get (1) a supercomputer (fast custom CPUs and high-speed...
Oct, 01, 2009
Breathing Life Into Paper
The edict that academics must “publish or perish” serves not merely to advance careers, but also to stress the importance of transmitting knowledge from scientist to scientist and...
Jan, 01, 2006
Mining Biomedical Literature: Using Computers to Extract Knowledge Nuggets

Researchers are not simply retrieving and repackaging what is already known, but are also deriving new knowledge by discovering connections that were previously unnoticed.

Not long ago, reading biomedical literature involved hours in the library combing through rows of dusty periodicals—not to mention pocketfuls of change for the copy machine. Now, although the...
Jul, 01, 2008
BENCH-SIDE COMPUTATION: New Tools to Accelerate Experimental Research

It’s impossible to predict what the hottest new tools will be, but here are a few gems that caught our attention

Many experimental researchers rely on computational tools to push the pace and productivity of laboratory research. It’s impossible to predict what the hottest new tools will be, but this...
protein dynamics, simulation, visual system
Apr, 01, 2011
Simbios: Bringing Biomedical Simulation to Your Fingertips

How Simbios' state-of-the-art software tools are contributing to high-impact biomedical research

Simbios began with a simple idea: that physics-based simulation of biological structures at all scales could benefit from a unified tool-building effort.   At the same time, the thinking went,...
Oct, 01, 2009
On Your Mark, Get Set, Build Infrastructure: The NCBC Launch

The first four National Centers for Biomedical Computing take off

WHY NATIONAL CENTERS? Four National Centers for Biomedical Computing were launched by the NIH in 2004 with $20 million in funding for each center over five years. The reason: We need to make...
Jun, 01, 2005
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