Intelligent Radiographic Imaging System for Enhanced Medical Procedures

The proposed inventive concept revolutionizes radiographic imaging by integrating machine learning algorithms, advanced sensors, and hybrid imaging modalities to provide real-time guidance and tracking during medical procedures, enhancing accuracy, efficiency, and patient safety.

The original patent, 'Longitudinal-positioning indicator and marking grid', addressed the need for accurate reference indicators in radiographic imaging. However, it had limitations in terms of manual operation, limited precision, and lack of real-time tracking. The new inventive concept tackles these limitations by introducing AI-driven automation, advanced sensors, and hybrid imaging, enabling more precise and efficient medical procedures.

The proposed system consists of a marking grid with orthogonal coordinates, a machine learning-based algorithm for automatic detection and tracking of biopsy needles, and a hybrid radiographic imaging system combining CT scanning and ultrasound imaging. The system enables real-time tracking of patient movement, automatic detection of optimal insertion points, and fusion of CT and ultrasound images for enhanced visualization. The wearable device for tracking patient movement and the computer-implemented system for planning and guiding medical procedures further enhance the system's capabilities.

The new inventive concept introduces the novel combination of machine learning algorithms, advanced sensors, and hybrid imaging modalities, which provides a paradigm shift in radiographic imaging. The inventive step lies in the integration of these components to enable real-time guidance and tracking during medical procedures, overcoming the limitations of the original patent.

Alternative embodiments could include the use of different machine learning algorithms, various types of sensors, or alternative hybrid imaging modalities. Variations could also include the integration of the system with other medical devices, such as robotic-assisted surgery systems, or the development of specialized systems for specific medical procedures.

The proposed inventive concept has significant commercial potential in the medical imaging and healthcare industries, with potential applications in hospitals, clinics, and research institutions. The system could be marketed as a standalone solution or integrated into existing medical imaging systems, providing a competitive edge in the market.