Computerized information acquisition and processing apparatus and methods. In one embodiment, the apparatus includes a sensor and processor with associate storage device(s). In one variant, the apparatus includes data relating to one or more templates associated with various physiological artifacts. The apparatus is configured in this variant to utilize the data to evaluate data collected by the sensor to enable, for example, filtering of data for transmission over a wireless interface of the apparatus.