Wisconsin Alumni Research Foundation

Sterling Johnson

Vikas Singh

Seong Jae Hwang

Vamsi K Ithapu

Won Hwa Kim

Nagesh Adluru

Ozioma C Okonkwo

A method of improving data sets, for example, of patients, each being characterized by relatively low-cost medical data, identifies those patients where the acquisition of higher cost medical data would best inform an estimate of the higher cost medical data for the remaining patients. In this way scarce medical resources can be more efficiently applied in characterizing a potential patient pool, for example, for a clinical trial when resources are not available for extensive medical characterization of each trial participant.

Computerized system for efficient augmentation of data sets

A medical imaging system that processes input data (imaging and/or non imaging) having high dimensionality and few samples to learn from, by using multiple ranks of machine learning modules each dealing with a separate portion of the clinical data. The outputs of the individual machine learning modules are the combined to provide a result reflective of the complete image data set.

Medical imaging system providing disease prognosis

Growing community of inventors

Fitchburg, WI, United States of America

Sterling Johnson