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Bayesian Networks: A Quick Intro
Advances in technology have brought to molecular biology datasets that are bigger, more sophisticated, and, unfortunately, more difficult to interpret than ever before. One computational analysis...
Jun, 01, 2005
Bringing Supercomputers to Life (Sciences)

Supercomputers open up new horizons, offering the possibility of discovering new ways to understand life’s complexity

Their very names sound like dinosaurs. Teracomputers. Petacomputers. These are, in fact, the dinosaurs of the digital world—monstrous, hungry and powerful. But unlike the extinct...
Oct, 01, 2006
Reverse-Engineering Transcriptional Networks

Finding the Master Regulators

A cell may change states several times in its lifetime—from a stem cell to a specialized cell, for example, or from a normal cell to a cancerous one. Each time this happens, a veritable army of...
Apr, 01, 2010
When Does Computational Validation Trump Biological Validation?
Many a successful investigator working at the interface between molecular biology, genetics and computation will recognize the imperative to obtain biological validation for computational...
Jul, 01, 2008
Normal Mode Analysis: Calculation of the Natural Motions of Proteins
Advances in computational power and algorithms have led to longer and more accurate molecular dynamics simulations of protein folding. But these approaches, because they are computationally intensive...
Jun, 06, 2012
2012 Update on the National Centers for Biomedical Computing

The Principal Investigators weigh in

Ever since the National Institutes of Health (NIH) began funding the National Centers for Biomedical Computing (NCBCs) just over seven years ago, these powerhouses have been plugging away, building...
NCBC
Feb, 29, 2012
Twin Curses Plague Biomedical Data Analysis

How to deal with too many dimensions and too few samples.

Noninvasive experimental techniques, such as magnetic resonance (MR), infrared, Raman and fluorescence spectroscopy, and more recently, mass spectroscopy (proteomics) and microarrays (genomics) have...
Sep, 01, 2005
Personalized Cancer Treatment: Seeking Cures Through Computation

Incremental progress and measured successes

Personalized cancer therapy is now a reality. A handful of tumor-classifying tests and targeted drugs are in widespread clinical use; and early attempts are underway to match high-risk cancer...
Califano, cancer, Cancer Genome Atlas, G-DOC, network analysis, systems biology
Jan, 02, 2012
FOLLOW THE MONEY: Big Grants in Biomedical Computing

Several big-dollar initiatives received NIH funding in late 2010

In the current economic climate, every research dollar counts. Fortunately, when it comes to biomedical computing, not everyone has been left counting change. Several big-dollar initiatives received...
brain, immunity, network
Apr, 01, 2011
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
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