A system and method for providing decision support to a physician during a
medical examination is disclosed. Data is received from a sensor
representing a particular medical measurement. The received data includes
image data. The received data and context data is analyzed with respect
to one or more sets of training models. Probability values for the
particular medical measurement and other measurements to be taken are
derived based on the analysis and based on identified classes. The
received image data is compared with training images. Distance values are
determined between the received image data and the training images, and
the training images are associated with the identified classes. Absolute
value feature sensitivity scores are derived for the particular medical
measurement and other measurements to be taken based on the analysis. The
probability values, distance values and absolute value feature
sensitivity scores are outputted to the user.