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Dogs, Doses, and Devices: The FDA's Ambitious Plans for Computational Modeling

Computational modeling can help fill gaps in how we develop and review new drugs and devices

What role does computational modeling play at the United States Food and Drug Administration (FDA)?  If you ask Paul Watkins, MD, director of the Hamner—University of North Carolina...
devices, drug discovery, FDA, modeling
Sep, 01, 2011
Ramping Up to Multiscale: Taking Biomedical Modeling to a New Level

Multi-scale modeling is now at what might be called its gestational stage

For centuries, mathematics has been an indispensable ally of the physical sciences and engineering. Planes fly and telephones work because engineers know how to simplify physical systems into...
Apr, 01, 2006
Multiscale Modeling in Biomedical Research

New approaches extend multiscale models to represent cellular mesoscales and bridge from molecular to cellular models

In an era of increasingly comprehensive molecular characterizations of living systems, computation has emerged as a key technology to facilitate integrative understanding of biological mechanisms....
Feb, 19, 2013
The Ease and Grace of OpenSim 3.0

New release improves both GUI and API

OpenSim, the neuromuscular modeling and simulation software, is now available in a new digit: 3.0. The change (up from 2.4) reflects significant improvements that make this open source tool more...
OpenSim
Oct, 19, 2012
Error! – What Biomedical Computing Can Learn From Its Mistakes

How errors in data, software, and methodology can teach us how to do better

In 2006, a paper in Nature Medicine suggested a novel and potentially revolutionary method for predicting patient responses to cancer therapies using gene signatures. The finding piqued the interest...
publication, reproducible research, statistics, validation
Sep, 01, 2011
Matters of Time: Tick Tock Go the Simulations

Computing using time steps -- a necessary approximation

Time flows like a continuous, steady river. And it moves forward—never back. These facts create inherent challenges for computer simulations of biological molecules in motion.   It would...
molecular dynamics, timesteps
Jun, 19, 2013
“Sloppy” Systems Biology

Many systems models are strikingly vulnerable to even small changes in the variables

Systems biologists seek to model many complex biological interactions all at once. Typically, they input tens or even hundreds of variables to produce predic- tions about a system—for example,...
Jan, 01, 2008
Tapping the Brain: Decoding fMRI

How researchers are predicting specific thoughts from brain activity

Revealing the brain’s hidden stash of pictures, thoughts, and plans has, until recently, been the work of parlor magicians. Yet within the last decade, neuroscientists have gained powerful...
fMRI, memories, multivoxel pattern analysis, MVPA, neuroscience
Jan, 02, 2012
Interactive Handheld Molecules
Thirty years ago, molecular biologists routinely constructed protein models out of brass rods (“Kendrew models”). In recent years, researchers put away such tinker toys and turned to...
Aug, 31, 2005
Recognizing and Encouraging Timely Dissemination
The availability of free and open access data, models, and software indisputably accelerates scientific progress. Unfortunately, dissemination necessitates organization, documentation, and quality...
Jan, 01, 2010
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