A medical device for penetrating a bone structure including a processing unit having a transfer function that associates an electrical conductivity value S with a depth value d, wherein the processing unit is configured to detect a threshold selected from amongst an absolute threshold, a relative threshold and a critical gradient, and to emit a warning signal and/or control signal responsive to detection of the threshold.

Systems and method for remote field measurement-based mapping of anatomical structures (e.g., using impedance image of electrical fields) are described. In some embodiments, an image of features within a target region is produced by analysis of a spatial pattern of field measurements made in a measurement region remote from the target region features; for example, but not exclusively, by treating the spatial arrangement of field measurements in some portion of the measurement region as indicating the spatial (e.g., angular and/or distance) arrangement of features (e.g., anatomical structure of topography and/or tissue type) in the target region.

Systems, devices, and methods for guiding an ablation procedure are provided. For example, in one embodiment, a system for guiding ablation includes a processor circuit in communication an electrophysiology (EP) catheter comprising a plurality of electrodes. The EP catheter is positioned near an ablation balloon during placement at the ablation site, and is used to detect blood flow within a cavity of the heart by detecting electrical signals relating to dielectric properties. It can then be determined whether any gaps are present at the interface between the balloon and the ablation site. For example, the processor circuit can determine, based on the detected blood flow, whether a balloon occludes a region of interest. The processor then outputs a visualization indicating whether the balloon occludes the region of interest to a display.

Stent apparatuses are provided. In some embodiments, the stent apparatus comprises: a tubular body; and at least two induction loops capable of generating an electrical current in the presence of one or more of magnetic, electrical, and radiofrequency energy. The stent apparatus may be placed in a non-target bodily tissue during surgery and used to sense the proximity of an electrosurgical instrument to prevent injury to the non-target tissue. Also provided herein are related systems and methods for protecting and/or mapping the non-target bodily tissue having the stent apparatus placed therein.

Sensors are disclosed that detect whether a cannula is properly inserted to its full depth in a subject's skin. The sensors may be used with a blood glucose monitor, or with a continuous insulin infusion pump, infusion set, or other system involving intermittent or continuous testing and/or drug delivery.

A detection system for detecting a loop and/or a knot in a catheter includes a first coil and a second coil in spaced positions on a catheter body of the catheter. A driver is coupled by a wired communication link to the first coil, wherein the driver is configured to transmit a first signal to the first coil. A receiver is coupled by a wired communication link to the second coil, wherein the receiver is configured to receive a second signal from the second coil indicative of a proximity of the first coil and the second coil. A signal analyzer is coupled by a wired or wireless communication link to the receiver that is configured to receive the second signal from the receiver and determine whether there is a change in the second signal indicative of a formation of the loop and/or the knot in the catheter.

Provided are a method and apparatus for determining displacement of an internal object disposed in a patient's body. The method includes positioning an arrangement of electrodes of a capacitive sensor adjacent to a patient's body part, such that each electrode is spaced apart from the body part, wherein the body part at least partly encloses the internal object of the patient. Providing, with the capacitive sensor, a plurality of sensor signals, wherein each sensor signal is indicative of a capacitance in a vicinity of at least one electrode of the arrangement of electrodes, determining a set of capacitance values for at least a subset of the electrodes of the arrangement of electrodes based on processing the plurality of sensor signals, and determining a displacement of the internal object with respect to the body part based on comparing the determined set of capacitance values with a set of reference capacitance values.

A patch and sensor assembly has a biosensor housed in a reusable portion that connects to a mapping and localization system (MLS) via biosensor wires. A disposable portion has an electrode layer through which signals are transmitted to the MLS via ACL wires. The biosensor and ACL wires extend through a single cable exiting the reusable portion. The disposable portion includes an adhesive layer for adhering the electrode layer to a patient, on the electrode layer, and an engagement element for detachably receiving at least a portion of the housing of the reusable portion. The reusable portion includes a housing in which the biosensor has biosensor wires that exit the reusable portion. The housing is also adapted to carry and/or provide support to an ACL contact member responsive to the electrode layer of the disposable portion, and ACL wires that exit the reusable portion.

An apparatus includes a current source, an electronic circuit and a circuit board. The current source is configured to flow an electrical current having a selected frequency between a pair of electrodes coupled to a medical probe. The electronic circuit is configured to measure a single-ended voltage relative to ground that is formed on at least one of the electrodes in the pair in response to the electrical current, and, based on the measured voltage, to assess physical contact between the at least one of the electrodes and tissue. The circuit board includes the current source and the electronic circuit, and includes a layout that produces, at the selected frequency, a predefined capacitance between the current source and ground, thus forming a reference for measurement of the single-ended voltage.

Methods and systems are provided for training machine learning (e.g., NN) or other artificial intelligence (AI) models to control a robot arm to manipulate a catheter to robotically perform an invasive clinical catheter-based procedure.