Adaptive High-Density Element Suppression for Diverse Industries

The inventive concept leverages the core technology of high-density element suppression to tackle novel applications in agriculture, materials science, healthcare, infrastructure monitoring, and additive manufacturing.

The original patent addressed the challenge of high-density element suppression in breast imaging. However, the limitations of the original approach restricted its applicability to other fields. The new inventive concept overcomes these limitations by adapting the technology to various industries, enabling the removal of unwanted features, detection of defects, and prediction of outcomes.

The inventive concept comprises a modular system consisting of a high-density element suppression module, a 3D image reconstruction module, and a machine learning module. This system can be applied to diverse industries, such as monitoring agricultural crop health, detecting defects in composite materials, generating personalized 3D models of organs for surgical planning, monitoring infrastructure health, and detecting anomalies in additive manufacturing processes.

The new inventive concept introduces a novel application of high-density element suppression to diverse industries, extending its utility beyond breast imaging. The inventive step lies in the adaptation of the core technology to address unique challenges in each industry, demonstrating a non-obvious and innovative approach.

Alternative embodiments of the inventive concept may include varying the type of image data used, integrating additional sensors or data sources, or utilizing different machine learning algorithms. Variations may also involve applying the technology to other industries, such as quality control in manufacturing or environmental monitoring.

The inventive concept has significant commercial potential in various industries, including agriculture, materials science, healthcare, infrastructure monitoring, and additive manufacturing. The market for these applications is substantial, with potential users ranging from farmers to medical professionals, infrastructure managers, and manufacturers.