Peter Soliz

Title: Innovations by Peter Soliz in Retinal Imaging Technology

Introduction

Peter Soliz, an innovative inventor based in Albuquerque, NM, has made significant contributions to the field of retinal imaging. With a total of 11 patents to his name, Soliz's work focuses on enhancing the detection and screening of retinal diseases through advanced technologies. His passion for innovation is evident in his latest patents, which leverage artificial intelligence and machine learning techniques.

Latest Patents

One of Peter Soliz's most recent inventions is the Generalized Retinal Image Screening System (GRIS). This system automates the screening of images obtained from a variety of fundus cameras for various retinal diseases. It employs a combination of stacked autoencoders, amplitude modulation-frequency modulation filters, and artificial neural networks. A standout feature of GRIS is its use of a multi-class classifier, specifically a support vector machine (multi-class SVM) classifier, which accurately identifies multiple retinal pathologies. The invention has been validated on an extensive proprietary database containing over 250,000 retinal images sourced from both table-top and portable handheld cameras.

Another notable patent by Soliz involves the development of systems and methods for the automatic processing of digital retinal images in conjunction with imaging devices. This invention facilitates the acquisition and recording of fundus images by minimally trained personnel, integrating mathematical methods to provide real-time image quality classification based on established criteria. The system not only assesses the quality of the retinal images but also determines their suitability for clinical interpretation by either machine-based or human assessment methods. It incorporates global histogram features, textural analysis, vessel density metrics, and a local non-reference perceptual sharpness metric. Additionally, a partial least square (PLS) classifier is utilized to differentiate between low-quality and normal-quality images.

Career Highlights

Throughout his career, Peter Soliz has worked with prominent companies such as Kestrel Corporation and Visionquest Biomedical LLC. His roles at these organizations have allowed him to apply his expertise in developing groundbreaking technologies aimed at improving healthcare outcomes in ophthalmology.

Collaborations

Peter Soliz has collaborated with talented individuals in the field, including his colleagues Paul Wiley Truitt and Simon Barriga. These partnerships have fostered a rich environment for intellectual exchange and innovation, further propelling advancements in retinal imaging technologies.

Conclusion

Peter Soliz's contributions to retinal imaging technology exemplify the impact of innovation in the medical field. His patents not only enhance the capability for early detection of retinal diseases but also streamline the process of image analysis, making it accessible for those with minimal training. As technology continues to evolve, inventors like Soliz play a crucial role in shaping the future of healthcare through their inventive spirit and dedication to advancing science.