Company Filing History:
18 out of 3,435 
1 out of 1,742 
Years Active: 2001-2023
Title: Innovations and Contributions of Inventor Ronald M. Summers
Introduction
Ronald M. Summers, an accomplished inventor based in Potomac, MD, is known for his significant contributions to medical imaging and artificial intelligence in healthcare. With an impressive portfolio of 18 patents, his work consistently pushes the boundaries of innovation in diagnosing and classifying thoracic diseases using advanced technology.
Latest Patents
Among his notable inventions are groundbreaking patents that explore the realms of medical diagnostics. One of his latest patents is the "Method and System of Building Hospital-Scale Chest X-Ray Database for Entity Extraction and Weakly-Supervised Classification and Localization of Common Thorax Diseases." This innovative patent introduces a new chest X-ray database, referred to as 'ChestX-ray8,' which includes over 100,000 frontal view X-ray images of more than 32,000 unique patients. The dataset utilizes advanced natural language processing to text-mine the images for up to eight disease labels, allowing for the detection and spatial localization of thoracic diseases through a unified weakly-supervised multi-label image classification framework.
In another significant development, Ronald's patent titled "Detection of Prostate Cancer in Multi-Parametric MRI Using Random Forest with Instance Weighting and MR Prostate Segmentation by Deep Learning with Holistically-Nested Networks" outlines a computer-aided diagnosis (CAD) system. This invention employs a Random Forest classifier to assess individual pixels within the prostate to identify potential cancerous regions. Through the thoughtful combination of spatial, intensity, and texture features from various sequences, the system addresses both small and large lesions effectively, ensuring comprehensive cancer detection and accurate segmentation of the prostate in MRI images.
Career Highlights
Throughout his career, Ronald M. Summers has collaborated with several prestigious organizations, making significant strides in medical research and technology. He has notably worked for the United States of America, as represented by the Secretary of the Department of Health and Human Services, as well as the Mayo Foundation for Medical Education and Research. His work within these institutions has furthered the development of innovative diagnostic tools that enhance patient care.
Collaborations
Ronald has also collaborated with esteemed colleagues, including Marek Franaszek and Gheorghe Iordanescu, who have contributed to the success of his innovations in imaging technology. These partnerships highlight the collaborative spirit of research and development in the field of medical diagnostics.
Conclusion
In conclusion, Ronald M. Summers exemplifies the essence of innovation in healthcare technology through his numerous patents and collaborations. His work not only enhances the ability to diagnose and treat thoracic diseases and prostate cancer but also represents a significant advancement in the intersection of artificial intelligence and medical imaging. His contributions continue to influence the future of diagnostic technologies, improving patient outcomes and healthcare practices worldwide.
Inventor’s Patent Attorneys refers to legal professionals with specialized expertise in representing inventors throughout the patent process. These attorneys assist inventors in navigating the complexities of patent law, including filing patent applications, conducting patent searches, and protecting intellectual property rights. They play a crucial role in helping inventors secure patents for their innovative creations.