Company Filing History:
Years Active: 2020-2022
Title: Innovator Spotlight: Swapnil Chhabra
Introduction
Swapnil Chhabra is a notable inventor based in Arlington Heights, IL (US). He has made significant contributions to the field of clinical data analysis, holding 2 patents that showcase his innovative approach to healthcare technology.
Latest Patents
One of his latest patents focuses on the generation of concept scores based on the analysis of clinical data. This invention provides techniques for clinical concept score generation by determining a set of keywords related to a clinical concept. It identifies a plurality of attributes by searching through electronic health records (EHRs) based on these keywords. The invention generates attribute groups that are statistically orthogonal and includes at least one of the identified attributes. For each patient, attribute scores are determined based on occurrence data extracted from EHRs, leading to the generation of a clinical concept score.
Another significant patent by Chhabra involves the extraction of relative signature traits of cohorts. This process includes extracting pathways for each entity in a cohort from raw data comprising multiple events. A common graph structure is created based on these extracted pathways. For each cohort, relative signature traits are computed for each edge based on the number of appearances of the edge in the extracted pathways. This invention allows for the visualization of the common graph structure, enhancing the understanding of relationships within clinical data.
Career Highlights
Swapnil Chhabra is currently employed at International Business Machines Corporation (IBM), where he continues to innovate in the field of data analysis and healthcare technology. His work has contributed to advancements in how clinical data is interpreted and utilized for patient care.
Collaborations
Chhabra has collaborated with notable colleagues, including Joern Jaskolowski and Piyush Madan, to further enhance the impact of his inventions in the industry.
Conclusion
Swapnil Chhabra's contributions to clinical data analysis through his patents reflect his commitment to improving healthcare technology. His innovative work at IBM continues to pave the way for advancements in the field.