According to embodiments, a headcovering hat-based, and/or headband sensor assembly may provide an output to indicate when the sensor experiences abnormal forces or pressure. The sensor assembly may include features to increase the pressure against the tissue to allow the sensor to contact the tissue with sufficient force to obtain accurate measurement, but not so much force as to cause any discomfort for a patient.