Company Filing History:
Years Active: 1999-2004
Title: Martin P DeSimio - Innovations in Medical Image Analysis
Introduction:
Martin P DeSimio, hailing from Fairborn, OH, is a prominent inventor in the field of medical image analysis. With a strong focus on improving radiologists' capabilities and enhancing the early detection of diseases, DeSimio has contributed significantly to the development of computer-aided detection systems. This article will provide an overview of his latest patents, career highlights, collaborations, and his valuable contributions to the field of medical imaging.
Latest Patents:
DeSimio's latest patents showcase his expertise in developing advanced methods and systems for analyzing medical images, particularly in the domain of mammography. Two notable patents are highlighted below:
1. Method for determining features from detections in a digital image using a Bauer-Fisher ratio:
This patent describes a computer-aided detection method and system designed to assist radiologists in the interpretation of medical images, with a specific focus on identifying clustered microcalcifications and densities. The system employs a multilayer perceptron to rank order and classify individual detections, utilizing a feature derived from a Bauer-Fisher ratio. Additionally, a post-processing stage allows for analysis of detections within the context of a patient's set of images.
2. Method for combining automated detections from medical images with observed detections of a human interpreter:
In this patent, DeSimio presents a method and system for detecting and displaying clustered microcalcifications in digital mammograms. The system automatically processes the mammogram, detects potential microcalcifications, computes features, and classifies the clusters using a neural network. The results are then combined with a radiologist's observation of the original mammogram after accepting or rejecting individual detections reported by the system. The method optimizes parameters using a genetic algorithm.
Career Highlights:
Throughout his career, DeSimio has demonstrated exceptional skills and dedication in advancing medical image analysis. He has achieved notable accomplishments, including:
- Holding a total of 8 patents, primarily focusing on computer-aided detection and analysis of medical images.
- Contributing significantly to the area of mammography, specifically in the detection of clustered microcalcifications and densities.
- Developing methods that enhance the capabilities of radiologists, assisting them in providing accurate diagnoses and improving patient outcomes.
- Pioneering the use of neural networks and optimized algorithms for medical image analysis, further bolstering the capabilities of computer-aided detection systems.
Collaborations:
Martin P DeSimio has had fruitful collaborations with esteemed colleagues in the field of medical imaging. Notable collaborators include Steven Keith Rogers and Philip Amburn. By combining their expertise, they have contributed to the advancement of medical image analysis, creating innovative solutions to facilitate early disease detection and improve patient care.
Conclusion:
Martin P DeSimio, an accomplished inventor and expert in medical image analysis, has made invaluable contributions to the field. Through his patents and career highlights, he has proven his dedication to enhancing radiologists' capabilities and advancing the field of computer-aided detection. DeSimio's work in developing novel methods and systems for analyzing medical images, particularly in mammography, showcases his commitment to improving patient outcomes and revolutionizing the field of medical imaging.