This inventor holds 1 USPTO granted patent and 2 published patent applications and 1 EPO patent. Top assignee: Google Inc.. Active years: 2022.
Company Filing History:
Years Active: 2022
Title: Suman Ravuri: Innovator in Health Prediction Technologies
Introduction
Suman Ravuri is a notable inventor based in London, GB. He has made significant contributions to the field of health technology through his innovative patent. His work focuses on predicting future adverse health events using advanced neural network methodologies.
Latest Patents
Suman Ravuri holds a patent titled "Prediction of future adverse health events using neural networks by pre-processing input sequences to include presence features." This patent encompasses methods, systems, and apparatus, including computer programs encoded on computer storage media, for predicting future adverse health events. One of the key methods involves receiving electronic health record data for a patient and generating an input sequence that includes feature representations at various time window steps. The process includes determining whether numerical features occurred during the time window and generating presence features to identify these occurrences. The input sequence is then processed using a neural network to predict the likelihood of an adverse health event occurring for the patient.
Career Highlights
Suman Ravuri is currently employed at Google Inc., where he continues to develop innovative solutions in health technology. His work is instrumental in advancing the capabilities of predictive health analytics.
Collaborations
Suman collaborates with talented individuals in his field, including Michal Zielinski and Clemens Ludwig Meyer. Their combined expertise contributes to the success of their projects and innovations.
Conclusion
Suman Ravuri's contributions to health prediction technologies exemplify the impact of innovation in improving patient care. His work continues to pave the way for advancements in the healthcare industry.