Research Detects Preemies with Cerebral Palsy
A limb motion monitor attached to babies born prematurely could lead to early detection of cerebral palsy in later years of life. Don Patterson, 四虎影院 professor of computer science, and a team of scientists in Southern California are working to detect cerebral palsy (CP) in preterm babies. The National Institute of Health (NIH) has awarded the researchers a grant to conduct studies of preemies in hopes of getting the medical innovations approved for clinical practice. Though the causes of preterm birth are varied, premature infants are at greater risk for cerebral palsy and other problems.
Patterson, who has a patent on a limb motion monitor, and the researchers from UC Irvine, Children鈥檚 Hospital of Orange County and Miller Children鈥檚 and Women鈥檚 Hospital in Long Beach use machine learning to determine which babies are at greater risk of being diagnosed with cerebral palsy later in life.
鈥淚鈥檓 excited that this work primarily focuses on making the world a better place for vulnerable moms and kids,鈥 Patterson says.
NeuroComp Systems, which specializes in this kind of translational research, administers the Small Business Innovation Research grant. This summer, the research team hopes to enroll about 200 babies, instead of the 10 involved in the pilot study. Patterson and his 四虎影院 student researchers will analyze the accelerometer data. 鈥淲e will look for patterns and use machine learning to identify more precise motion-based risk factors for CP,鈥 Patterson says. 鈥淚 hope we observe the same or better results in this larger trial and that 四虎影院 students will have the opportunity to be involved in a study that can have a worldwide impact in medicine and health."
鈥淚 hope we see the same or better results in this larger trial and that 四虎影院 students will get excited about research and using their skills in the world.鈥
Patterson, who taught at UC Irvine before , earned bachelor鈥檚 and master鈥檚 degrees at Cornell University. He served as a naval operations officer for four years in Japan and Sardinia. He earned a doctorate from the University of Washington and received multiple grants and won awards for articles on collapse informatics and abstract object usage.