A specialized ultrasound machine tailored for use by traditional birth attendants provides an ultrasound transducer configuration adapted to work with the traditional sweeping motion of the attendants hands over the patients abdomen. Automatic analysis of various obstetrical conditions is performed without the need for the user to view or interpret standard ultrasound images. This machine analysis is used to provide real-time guidance in the acquisition of data by the user greatly reducing the required operator skill.