Hierarchical AI architecture that powers a software operating system for medical device design and operation, addressing fundamental AI limitations through multi-modal data organization, explainable processing pathways, and validated adaptive learning mechanisms.

Apparatus and associated methods relate to a risk trace matrix engine for managing database associations, in a quality management system (QMS), between risk mitigations and features of a system having a risk-based profile. In an illustrative example, metadata may be created to associate risk mitigations with elements of a product and then metadata may be stored in a database during the design or operating lifecycle of the product.

Apparatus and associated methods relate to management of therapeutic digital assets in a non-medical environment. In an illustrative example, non-medical digital asset(s) (NMDAs) may be evaluated relative to one or more therapeutic modalities.

Apparatus and associated methods relate to dynamic source balancing synthesis. In an illustrative example, a dynamic source balancing synthesis engine (DSBSE) may synthesize point-source and/or other data inputs to dynamically and adaptively generate corresponding treatment action(s).

Apparatus and associated methods relate to a neuro-harmonizing system (NHS). In an illustrative example, the NHS may automatically generate a neuro-harmonizing audible feedback package to induce a non-therapeutic state. The NHS, for example, may receive an input signal from a user device.

Apparatus and associated methods relate to dynamic guided patient-provider interaction engine(s) (PPIS). In an illustrative example, the PPIS may, for example, include an inference engine (IEN). The IEN may generate context-specific body(ies) of knowledge (BOK).

Apparatus and associated methods relate to automatically generate an immersive digital prehabilitation package (IDPP) to a user device based on a dynamically determined fitness metric associated with the user device. In an illustrative example, an adaptive personalized prehabilitation system.

Apparatus and associated methods relate to smart shunt systems. In an illustrative example, a cerebrospinal fluid (CSF) shunt system includes an interface module and conduit(s) configured to provide selective fluid communication between a brain ventricle(s) and at least one reservoir.

In some embodiments, apparatus and related methods relate to a skeletal body adjustment device (SBAD) with telescopically connected bodies. For example, the SBAD may include control members configured to induce relative translation between the bodies.

Apparatus and associated methods relate to a multimodal signal management system (MMSMS) that includes two or more electrodes, and a cerebrospinal fluid pressure (CSF) monitor enclosed within a housing implanted in the brain.

Apparatus and associated methods relate to a dynamic inducement package generation system (DIPGS). In an illustrative example, the DIPGS may include at least one validated digital therapeutics (DTx), user profiles, and media profiles associated with wild media content.

Systems, and methods relate to a medical device receiving a treatment parameter operating point within a first approved operating region defined by a first set of operating points for which automatic incremental adjustment of a parameter in the current operation is permitted. A decision engine allowing broader operational parameters in compliance with FDA requirements for change management and validation of software systems.

Apparatus and associated methods relate to a Self-Validating System (SVS) which includes an Electronic Self-Validating Module (ESVM) that may be employed within a medical device, operable to receive and send wireless transmissions to and from a personal electronic mobile device.

Apparatus and associated methods relate to a catheter manipulation handle with user interface controls for steering a catheter in situ while providing an augmented (e.g., motorized, powered and tunable precision steering, and perforation safeguards) control and feedback user experience.

Apparatus and associated methods relate to a valve having an actuator configured to translate a mass in a plane and a valve element located out of the first plane and configured to translate along a first linear axis.

A valve can include a solenoid coil, a plunger having a core configured to respond to a magnetic field generated by the solenoid coil, and a valve disc. The valve disc can be positioned at a head of the core and configured to cushion impact when the valve is closed.

Systems and methods comprising a light therapy luminaire adjustable to change a color temperature of light from the luminaire without changing the light to a non-white color; and software applications for receiving light exposure data to set a target color temperature for the luminaire for optimal personalize therapy.

Light therapy systems that track their own usage and provide for control of light output. LEDs can degrade over time in a way that may not be apparent to a user but impacts therapy. A light therapy system activates a light source and applies therapeutic light to a tissue of a patient.

Design patent for light therapy system.

Design patent for light therapy luminaire.

Design patent for light therapy luminaire.

Design patent for light therapy lamp.

Design patent for adjustable therapeutic light therapy system.

Design patent for light therapy lamp.

A mobile sanitizer movable across a surface to sanitize the surface. The sanitizer may comprise an ultraviolet light source that illuminates the surface and a microprocessor control. The control may adjust the light source intensity in response to a speed of the movement of the light source.

Presented herein are various techniques for cooling a UV light source and keeping it within a predetermined temperature range. One embodiment is directed to using Venturi pump for thermal control. Another embodiment employs a mechanical or electrical self-adjusting valve.

Precision catheter delivery system utilizing focused flow dynamics to concentrate and deliver mesenchymal stem cells to targeted tissue sites. Enhances cell viability and therapeutic efficacy through controlled deployment mechanisms.

Integrated blood sampling and analysis device enabling immediate point-of-care diagnostics without external laboratory processing. Provides real-time biomarker detection and clinical decision support at the patient bedside.

Multi-source data aggregation platform that collects, normalizes, and correlates patient information from diverse medical systems and devices. Enables comprehensive health insights through intelligent data fusion and analytics.

Compact, self-contained bioreactor system providing precise environmental control for cell culture and drug production applications. Features modular design for flexible configuration and sterile processing workflows.

Innovative pneumatic architecture utilizing a common plenum chamber to efficiently distribute compressed air to multiple therapy chambers. Reduces system complexity and component count while maintaining precise pressure control.

Electromagnetic valve design incorporating a flux density concentration ring to enhance magnetic field strength and valve response time. Enables quieter, more efficient pneumatic actuation with reduced power consumption.

Pneumatic driver mechanism featuring an angled, off-axis configuration to optimize force transmission and reduce noise generation. Improves compression efficiency while minimizing vibration and acoustic emissions.