signal detection

What Methods are Used for Signal Detection?

Several methods are employed in signal detection, including:
Data Mining: Utilizing large databases to identify patterns and associations that suggest potential toxicity.
Pharmacovigilance: Monitoring the effects of drugs after they have been released to the market to identify previously unreported adverse effects.
Epidemiological Studies: Observational studies that track health outcomes in specific populations exposed to potential toxins.
In Silico Modeling: Using computer simulations to predict toxicological effects based on chemical structure and biological pathways.
In Vitro Testing: Laboratory-based experiments on cell cultures to assess the toxicity of substances.

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