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Siemens Healthineers GAN Generates Medical Robot Configurations

The USPTO granted patent US12605218B2 to Siemens Healthineers AG on April 21, 2026. The patent covers a generative adversarial network (GAN) or other generative modeling technique trained to translate performance, operation, safety, or task-specific specifications into configurations of robot modules forming a robotic system. A second machine-learning system converts the estimated configurations back to performance, enabling anatomy-based modeling relative to medical imaging.

Endovascular Implant Decision Support in Medical Imaging

The USPTO granted patent US12605206B2 to Siemens Healthineers AG covering a vascular implant decision support system using medical imaging. The system employs physics-based modeling of endovascular implants to simulate deployment in patient-specific vessel models, and uses machine-learned networks to select implants and predict deployment outcomes. The patent names Viorel Mihalef and Saikiran Rapaka as inventors and contains 19 claims across multiple CPC classifications.

Siemens Healthineers AR Medical System, Apr 21

USPTO granted Patent US12605207B2 to Siemens Healthineers AG for an augmented reality medical system combining image acquisition devices, dual display units, and spatial tracking elements to generate planning-based AR visualizations during medical procedures. The patent, filed on July 15, 2021 under Application No. 17376310, contains 18 claims and covers CPC classifications related to computer-aided surgery and medical image processing.

AI Histological Fingerprinting Patent Granted to Siemens Healthineers

The USPTO has granted patent US12584984B2 to Siemens Healthineers AG for an AI-powered histological fingerprinting system. This patent covers methods for using AI to analyze magnetic resonance imaging data to map tissue microstructure, enhancing diagnostic capabilities.

Dimension Creatinine CRE2 Medical Device Recall

Health Canada issued a Class Type II medical device recall for Siemens Healthineers Dimension® Creatinine (CRE2) diagnostic reagents due to potential imprecision in quality control and patient sample results. Affected lots GA6307 and BA7005 (catalog 10872079) may produce inaccurate creatinine measurements on the Dimension system. Healthcare facilities using these products should immediately quarantine affected inventory and contact Siemens for return or replacement options.

Biopsy Needle Position Detection Method and Device

USPTO published patent application US20260090823A1 for Siemens Healthineers AG covering an automated method and device for determining the position of a biopsy needle tip using sensor technology. The system calculates the distance from the needle tip to a reference point during biopsy procedures. Medical device manufacturers and healthcare providers should monitor this filing for potential IP considerations in related technologies.

Computer-assisted method for patient examination positioning information

The USPTO has published a new patent application (US20260088186A1) from Siemens Healthineers AG for a computer-assisted method to generate patient examination positioning information. The application details a system that uses image data and an evaluation model to create positioning data for examination protocols.

Medical Imaging Control Technique Based on Natural Language Request

The USPTO has published a patent application (US20260088156A1) from Siemens Healthineers AG detailing a technique for controlling medical imaging using natural language requests processed by large language models (LLMs). This application outlines a method for generating control signals for medical imaging preparation, execution, or processing based on user input.