This inventor holds 6 USPTO granted patents and 11 published patent applications and 3 EPO patents. Top assignees: Siemens Healthineers Ag, Siemens Healthcare Diagnostics Gmbh, Siemens Healthcare Gmbh. Active years: 2023-2026.
Company Filing History:
3 out of 855 
1 out of 754 
1 out of 2,343 
Years Active: 2023-2026
Title: Oladimeji Farri: Innovator in Radiology Report Summarization
Introduction
Oladimeji Farri is a notable inventor based in Upper Saddle River, NJ (US). He has made significant contributions to the field of radiology through his innovative patents. With a total of five patents to his name, Farri has focused on enhancing the accuracy and efficiency of radiology report generation.
Latest Patents
Among his latest patents is the "Differentiable multi-agent actor-critic for multi-step radiology report summarization system." This invention involves systems and methods for utilizing a differentiable multi-agent Actor-Critic (DiMAC) to summarize radiology reports in multiple steps. The tasks of extracting salient sentences and phrases are divided across two collaborating agents that are trained end-to-end using reinforcement learning (RL). Another significant patent is the "Generation of findings in radiology reports by machine learning based on impressions." This patent describes a machine training process that learns to generate findings in radiology reports. Instead of merely outputting findings from an input, the machine training incorporates loss based on impressions derived from findings, resulting in more accurate and complete generated findings.
Career Highlights
Oladimeji Farri has worked with prominent companies in the healthcare technology sector, including Siemens Healthineers and Siemens Medical Solutions USA, Inc. His experience in these organizations has contributed to his expertise in developing advanced solutions for radiology.
Collaborations
Farri has collaborated with notable professionals in his field, including Sanjeev Kumar Karn. These collaborations have likely enriched his work and contributed to the success of his innovative projects.
Conclusion
Oladimeji Farri's contributions to radiology through his patents demonstrate his commitment to improving healthcare technology. His innovative approaches in report summarization and findings generation are paving the way for more efficient and accurate radiology practices.