In 2006, the Critical Assessment of Microarray Data Analysis (CAMDA) Conference was held at the Duke University Medical Center. The focus of the conference was methodologies used in analyzing microarray data based focused on Chronic Fatigue Syndrome. Chronic Fatigue Syndrome effects approximately 4 out of 1000 adults. Here we present eleven outstanding chapters containing manuscripts solicited from the conference.

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