Real-time estimation of tissue perforation risk during minimally invasive medical procedure

Abstract

A method for performing a medical procedure, includes coupling a tip of a probe to tissue in an organ of a patient in order to apply the medical procedure using the probe. A force exerted by the tip on the tissue and a displacement of the tip created by the force are measured. A dependence of the force on the displacement is calculated. Based on the calculated dependence, a risk level of perforation of the tissue is estimated.

Claims

1. An apparatus for performing a medical procedure, comprising: an invasive probe comprising a probe tip, which is configured to be coupled to tissue in an organ of a patient; and an electrode proximal to a distal end of the invasive probe; a magnetic field sensor within the distal end of the invasive probe, the magnetic field sensor configured to generate electrical position signals; and a processor, which is coupled to the invasive probe and is configured to measure a mechanical force exerted by the probe tip on the tissue and a displacement of the probe tip created by the mechanical force, to calculate a dependence of the mechanical force on the displacement, and to estimate, based on the calculated dependence, a risk level of perforation of the tissue due to the mechanical force of the probe tip on the tissue, wherein the electrode is configured to measure local electrical potential at a plurality of locations in the organ of the patient to obtain a plurality of local electrical potential measurements, wherein the processor is configured to correlate the local electrical potential measurements, derived from the electrical position signals of the magnetic field sensor, with the local electrical potential measurements to determine a plurality of map points, wherein each of the map points comprises a coordinate on an inner surface of the organ and a respective local electrical potential measurement at the coordinate, wherein the processor is configured to employ the coordinates of the map points to construct a simulation of the inner surface of the organ, and wherein the processor is configured to combine the local electrical potential measurements of the map points with the simulation of the inner surface of the organ to produce a map of electrical potentials overlaid on the simulation of the inner surface of the organ, wherein the processor is configured to perform the steps of: setting a measurement index, receiving a first force measurement and first displacement measurement pair, incrementing the measurement index and saving the first force measurement and first displacement measurement in a memory, upon receiving a second force measurement and second displacement measurement pair, calculating an instantaneous gradient value (Si), based on the change in force (AFi) and a change in displacement (ADi), and saving the instantaneous gradient value (Si) in the memory, wherein when either the change in force (AFi) or the change in displacement, (ADi) are below a predefined threshold, a previously-calculated instantaneous gradient value (Si) is saved in the memory, and checking the instantaneous gradient value (Si), wherein when the instantaneous gradient value (Si) is negative, issuing an alert that perforation has occurred and when the instantaneous gradient value (Si) is not negative, proceeding to a slope comparison step, the slope comparison step comprising the step of determining whether the instantaneous gradient value (Si) is greater than a gradient value threshold (TH), wherein when the instantaneous gradient value (Si) is greater than a gradient value threshold (TH), the processor issues an alert indicating a perforation risk, wherein the processor automatically issues instructions to reduce a supply of RF energy to the invasive probe when the instantaneous gradient value (Si) is negative, and wherein the processor automatically issues instructions to reduce the supply of RF energy to the invasive probe when the instantaneous gradient value (Si) is greater than a gradient value threshold (TH).

2. The apparatus according to claim 1, wherein the processor is configured to measure the displacement by measuring a first position when the probe tip is initially coupled to the tissue, measuring a second position when the probe tip exerts the mechanical force on the tissue, and calculating the displacement as the difference between the second and the first positions.

3. The apparatus according to claim 1, and wherein the processor is configured to indicate the risk level to an operator of the medical procedure.

4. The apparatus according to claim 3, wherein the processor is configured to indicate the risk level by indicating an audible or visual alert.

5. The apparatus according to claim 3, wherein the processor is configured to indicate the risk level by indicating a first indication if the risk level indicates an imminent perforation, and indicating a second indication, different from the first indication, if the risk level indicates an actual perforation.

6. A computer software product, comprising a non-transitory computer-readable medium in which program instructions are stored, which instructions, when read by a processor that is coupled to a tip of an invasive probe when the probe tip is coupled to tissue in an organ, cause the processor to: measure a mechanical force exerted by the probe tip on the tissue and a displacement of the probe tip created by the mechanical force, to calculate a dependence of the mechanical force on the displacement, and to estimate, based on the calculated dependence, a risk level of perforation of the tissue due to the mechanical force of the probe tip against the tissue wherein the processor is configured to perform the steps of: setting a measurement index, receiving a first force measurement and first displacement measurement pair, incrementing the measurement index and saving the first force measurement and first displacement measurement in a memory, upon receiving a second force measurement and second displacement measurement pair, calculating an instantaneous gradient value (Si), based on the change in force (AF) and a change in displacement (ADO), and saving the instantaneous gradient value (Si) in the memory, wherein when either the change in force (AFi) or the change in displacement, (ADi) are below a predefined threshold, a previously-calculated instantaneous gradient value (Si) is saved in the memory, and checking the instantaneous gradient value (Si), wherein when the instantaneous gradient value (S) is negative, issuing an alert that perforation has occurred and when the instantaneous gradient value (Si) is not negative, proceeding to a slope comparison step, the slope comparison step comprising the step of determining whether the instantaneous gradient value (S) is greater than a gradient value threshold (TH), wherein when the instantaneous gradient value (S) is greater than a gradient value threshold (TH), the processor issues an alert indicating a perforation risk, wherein the processor automatically issues instructions to reduce a supply of RF energy to the invasive probe when the instantaneous gradient value (S) is negative, and wherein the processor automatically issues instructions to reduce the supply of RF energy to the invasive probe when the instantaneous gradient value (Si) is greater than a gradient value threshold (TH).

7. An apparatus for performing a medical procedure, comprising: an invasive probe comprising a probe tip which is configured to be coupled to tissue in an organ of a patient; an electrode proximal to a distal end of the invasive probe; a magnetic field sensor within the distal end of the invasive probe, the magnetic field sensor configured to generate electrical position signals; and a processor coupled to the invasive probe; a non-transitory computer-readable medium in which program instructions comprising the computer software product according to claim 6 are stored; wherein the computer software product, when read by the processor coupled to the probe tip of the invasive probe when the invasive probe is coupled to the tissue, cause the processor to: (i) calculate a gradient of the mechanical force as a function of the displacement of the probe tip and the mechanical force exerted on the probe tip, (ii) estimate the risk level by predicting that the perforation is imminent upon detecting that the gradient is higher than a predefined gradient threshold; and (iii) determine a perforation has occurred upon detecting that the mechanical force is inversely-related to the displacement after having previously determined that perforation is imminent at step (ii), wherein the electrode is configured to measure local electrical potential at a plurality of locations in the organ of the patient to obtain a plurality of local electrical potential measurements, wherein the processor is configured to correlate the local electrical potential measurements, derived from the electrical position signals of the magnetic field sensor, with the local electrical potential measurements to determine a plurality of map points, wherein each of the map points comprises a coordinate on an inner surface of the organ and a respective local electrical potential measurement at the coordinate, wherein the processor is adapted to employ the coordinates of the map points to construct a simulation of the inner surface of the organ, and wherein the processor is adapted to combine the local electrical potential measurements of the map points with the simulation of the inner surface of the organ to produce a map of electrical potentials overlaid on the simulation of the inner surface of the organ, wherein the processor is configured to perform the steps of: setting a measurement index, receiving a first force measurement and first displacement measurement pair, incrementing the measurement index and saving the first force measurement and first displacement measurement in a memory, upon receiving a second force measurement and second displacement measurement pair, calculating an instantaneous gradient value (Si), based on the change in force (AF) and a change in displacement (ADO), and saving the instantaneous gradient value (Si) in the memory, wherein when either the change in force (AF) or the change in displacement, (ADO) are below a predefined threshold, a previously-calculated instantaneous gradient value (Si) is saved in the memory, and checking the instantaneous gradient value (Si), wherein when the instantaneous gradient value (S) is negative, issuing an alert that perforation has occurred and when the instantaneous gradient value (Si) is not negative, proceeding to a slope comparison step, the slope comparison step comprising the step of determining whether the instantaneous gradient value (Si) is greater than a gradient value threshold (TH), wherein when the instantaneous gradient value (S) is greater than a gradient value threshold (TH), the processor issues an alert indicating a perforation risk, wherein the processor automatically issues instructions to reduce a supply of RF energy to the invasive probe when the instantaneous gradient value (S) is negative, and wherein the processor automatically issues instructions to reduce the supply of RF energy to the invasive probe when the instantaneous gradient value (Si) is greater than a gradient value threshold (TH).

Description

BRIEF DESCRIPTION OF THE DRAWINGS

(1) FIG. 1 is a schematic illustration of a system for ablation that carries out perforation risk estimation, in accordance with an embodiment of the present invention;

(2) FIG. 2 is a schematic illustration of a probe performing cardiac ablation, in accordance with an embodiment of the present invention;

(3) FIG. 3 is a graph showing a relationship between force and displacement of an invasive probe, in accordance with an embodiment of the present invention; and

(4) FIG. 4 is a flow chart that schematically illustrates a method for estimating the risk of tissue perforation, in accordance with an embodiment of the present invention.

DETAILED DESCRIPTION OF EMBODIMENTS

Overview

(5) In minimally invasive procedures, the physician typically inserts a catheter through the vascular system into a body organ, and brings the distal end of the catheter into contact with the internal tissue surface of the organ. In some cases, such as cardiac ablation, the medical procedure requires that the catheter would exert a certain level of force or pressure on the tissue.

(6) When the force exerted by the catheter is relatively small, tissue neighboring the catheter contact point is pushed away, forming a tent-like shape. This effect is referred to as tenting. In tenting, the tissue maintains flexibility and can safely tolerate the catheter force. At higher force levels, there is risk of tissue perforation that should be avoided.

(7) Tissue perforation is of particular significance in medical procedures that cause the tissue under treatment to weaken. For example, during cardiac ablation, energy is applied to the tissue to create local necrosis. As a result, the structure or texture of the ablated tissue may change and/or the tissue may become thinner or weaker, and therefore the ablated tissue may not be able to tolerate the catheter force. In such medical procedures, there is a high risk of tissue perforation and accompanying complications.

(8) Embodiments of the present invention that are described herein provide improved methods and systems for estimating the risk of tissue perforation during minimally invasive medical procedures. In an example embodiment, the catheter comprises sensors for performing real-time measurements of the catheter position (or displacement relative to some initial position) and of the force the catheter exerts upon the tissue. Force and displacement measurements are delivered to a processor that calculates from successive measurements differential changes (e.g., ΔF and ΔD) to derive instantaneous gradient values ΔF/ΔD.

(9) The magnitude and sign of the gradient are used for estimating the risk of tissue perforation. Experimentation has shown that as the catheter is pushed deeper into the tissue, the resistance of the tissue increases, and as a result a higher increase in the exerted force is required to achieve a constant increase in the displacement. In other words, the force-displacement gradient increases at higher force and displacement levels. Entry into a risk zone, in which perforation is imminent, corresponds to a force-displacement dependence that indicates a gradient that is higher than a predefined threshold. If the dependence changes sign, i.e., the force begins to decrease as a function of the displacement, perforation is likely to have occurred.

(10) Thus, as long as the gradient is maintained positive and below a predefined risk threshold, the risk of imminent perforation is estimated to be low. If the processor detects positive gradient values above the risk threshold, the risk of perforation is estimated to be high. Moreover, a situation in which gradient values become negative is indicative of a high risk that actual perforation has occurred.

(11) In some embodiments, the force and displacement measurements may be used, in addition to or instead of the force-displacement gradient, for estimating the risk of tissue perforation.

(12) In various embodiments, the processor produces suitable alerts to the physician. Alerted by such real-time risk indications, the physician can take suitable measures, in advance, to predict and prevent tissue perforation.

System Description

(13) FIG. 1 is a schematic illustration of a system 20 for estimating the risk of tissue perforation during application of a minimally invasive procedure, in accordance with an embodiment of the present invention. System 20 comprises a probe 22, herein assumed to be a catheter, and a control console 24. In the embodiment described herein, it is assumed by way of example that probe 22 may be used for ablation of tissue in a heart 26 of a patient 28 in order to treat cardiac arrhythmias. Alternatively or additionally, probe 22 may be used for other therapeutic and/or diagnostic purposes, such as for mapping electrical potentials in the heart or in another body organ.

(14) Console 24 comprises a processor 42, typically a general-purpose computer, with suitable front end and interface circuits for receiving signals from probe 22 and for controlling the other components of system 20 described herein. Processor 42 may be programmed in software to carry out the functions that are used by the system, and the processor stores data for the software in a memory 50. The software may be downloaded to console 24 in electronic form, over a network, for example, or it may be provided on non-transitory tangible media, such as optical, magnetic or electronic memory media. Alternatively, some or all of the functions of processor 42 may be carried out by dedicated or programmable digital hardware components.

(15) An operator 30 inserts probe 22 through the vascular system of patient 28 so that a distal end 32 (also in FIG. 2 below) of probe 22 enters a chamber of heart 26. System 20 typically uses magnetic position sensing to determine position coordinates of the distal end inside heart 26. In this case console 24 comprises a driver circuit 34, which drives magnetic field generators 36 placed at known positions external to patient 28, e.g., below the patient's torso.

(16) A magnetic field sensor 38 (also in FIG. 2 below) within the distal end of the probe generates electrical position signals in response to the magnetic fields from the coils, thereby enabling processor 42 to determine the position, i.e., the location and typically also the orientation, of distal end 32 within the chamber. The magnetic field sensor, (i.e., the position sensor) typically comprises one or more coils, usually three coils orthogonal to each other.

(17) This method of position sensing is implemented, for example, in the CARTO™ system, produced by Biosense Webster Inc. (Diamond Bar, Calif.) and is described in detail in U.S. Pat. Nos. 5,391,199, 6,690,963, 6,484,118, 6,239,724, 6,618,612 and 6,332,089, in PCT Patent Publication WO 96/05768, and in U.S. Patent Application Publications 2002/0065455 A1, 2003/0120150 A1 and 2004/0068178 A1, whose disclosures are all incorporated herein by reference.

(18) In an alternative embodiment, the roles of position sensor 38 and magnetic field generators 36 may be reversed. In other words, driver circuit 34 may drive a magnetic field generator in distal end 32 to generate one or more magnetic fields. The coils in generator 36 may be configured to sense the fields and generate signals indicative of the amplitudes of the components of these magnetic fields. Processor 42 receives and processes these signals in order to determine the position of distal end 32 within heart 26.

(19) Although in the present example system 20 is assumed to measure the position of distal end 32 using magnetic-based sensors, embodiments of the present invention may use other position tracking techniques, for example, tracking systems based on impedance measurements. Impedance-based position tracking techniques are described, for example, in U.S. Pat. Nos. 5,983,126, 6,456,864 and 5,944,022, whose disclosures are also incorporated herein by reference. Other position tracking techniques, known to one having ordinary skill in the art, may be used to determine the position of the distal end 32. Thus, in the present application, the term position or displacement sensor is used to refer to any element which provides signals, according to the location and orientation of a probe or a section of a probe, such as the probe's distal end, to console 24.

(20) The distal end of probe 22 also comprises a force sensor 48 (also in FIG. 2 below) which is able to provide electrical force signals to processor 42 in order to measure the magnitude and direction of the force on the distal end (or equivalently the force the catheter applies upon the tissue). The direction of the force is typically measured relative to the symmetry axis of the distal end. Various techniques may be used in measuring the force. Components and methods that may be used for this purpose are described, for example, in U.S. Patent Application Publications 2009/0093806 and 2009/0138007, whose disclosures are incorporated herein by reference and which are assigned to the assignee of the present patent application.

(21) In order to ablate the tissue of heart 26, operator manipulates probe 22 so that distal end 32 is at multiple locations on (or in close proximity to) the inner surface of the chamber. At each location, an electrode 40 coupled to the distal end measures a certain physiological property (e.g., the local surface electrical potential). Processor 42 correlates the location measurements, derived from the position signals of sensor 38, and the electrical potential measurements. Thus, the system collects multiple map points, with each map point comprising a coordinate on the inner chamber surface and a respective physiological property measurement at this coordinate.

(22) Processor 42 uses the coordinates of the map points to construct a simulated surface of the cardiac chamber in question. Processor 42 then combines the electrical potential measurements of the map points with the simulated surface to produce a map of the potentials overlaid on the simulated surface. Processor 42 displays an image 44 of the map to operator 30 on a display 46.

(23) In the embodiments described herein, processor 42 uses at least the force and displacement measurements performed by sensors 38 and 48 to assess the risk of tissue perforation. Processor 42 presents audiovisual indications and alerts regarding the estimated risk on display 46, to enable operator 30 to take suitable measures, in advance, to prevent tissue perforation.

(24) FIG. 2 is a schematic illustration of a probe causing tissue tenting, in accordance with an embodiment of the present invention. The figure depicts distal end 32 of a probe that is in contact with tissue surface 100. By way of example, tissue surface 100 may represent the inner surface of a chamber wall in heart 26. The probe comprises position sensor 38 and force sensor 48 as described above with reference to FIG. 1.

(25) In order to apply ablation, operator 30 typically forces the probe towards the tissue. Note that the probe may be positioned perpendicularly to the tissue, or obliquely as depicted in the figure. As a result of a perpendicular force component F 120, the tissue is pushed in the force direction into a tenting position depicted in FIG. 2 in dashed lines. The position of the probe when it first comes into contact with the tissue is marked by a line 108 and in the tenting position by a line 124.

(26) In an embodiment, position 108 serves as an initial or calibrated position for displacement measurements. The displacement between initial position 108 and position 124 is denoted D 128. Displacement D 128 is aligned with the direction of force F 120. Force sensor 48 and position sensor 38 are configured to measure F and D, respectively. Alternatively, processor 42 may use raw (i.e., non-calibrated) position and force magnitude/direction measurements to calculate D and F.

(27) Various methods for measuring probe force and displacement are known in the art, and any such method can be used to measure F and D. For example, U.S. Patent Application Publication 2012/0310116, whose disclosure is incorporated herein by reference, describes a method that includes measuring a force exerted by a probe on tissue of a patient and measuring a displacement of the probe while measuring the force. The method further includes detecting a tenting of the tissue responsively to a relation between the measured force and the measured displacement.

(28) As another example, U.S. patent application Ser. No. 13/680,496, filed Nov. 19, 2012, whose disclosure is incorporated herein by reference, describes a method that includes pressing a distal end of a medical probe against a wall of a body cavity, and receiving from the probe first measurements of a force exerted by the distal end on the wall. The method also includes receiving from the probe second measurements indicating a displacement of the wall in response to the force. The method further includes estimating a thickness of the wall based on the first and the second measurements.

(29) FIG. 3 is a graph 150 showing a relationship between force and displacement of an invasive probe, in accordance with an embodiment of the present invention. Graph 150 was created using a software simulation based on physical analysis and field experience of the inventors. The vertical force axis F and the horizontal displacement axis D may represent, for example, F 120 and D 128 of FIG. 2. Relationship 150 is depicted as a curve that is divided into three zones. In the range 0-D2, also referred to as a tenting zone 154, the flexibility of the tissue is maintained and the relationship between the force exerted upon the tissue and the respective displacement indicates a positive force-displacement gradient. In the tenting zone, F and D exhibit an increasing gradient behavior wherein the ratio between respective small changes in the force and displacement (i.e., the gradient or slope) ΔF1/ΔD1 at low force and displacement levels is smaller than the ratio ΔF2/ΔD2, which is measured at higher force and displacement levels.

(30) In a perforation-risk zone 158, which resides at the upper end of tenting zone 154, the gradient of curve 150 at points of displacements in the range D1-D2 created by forces in the range F1-F2 is positive. The gradient ΔF2/ΔD2, however, in the perforation-risk zone, is significantly higher than in the 0-D1 zone. The behavior in zone 158 demonstrates that the tissue resistance significantly increases due to forces higher than F1, and therefore a larger force increase is required at the perforation-risk zone than in the 0-D1 zone in order to create similar displacement increases.

(31) Perforation zone 162 relates to forces lower than F2 and displacements higher than D2 respectively. At the perforation zone the probe actually punctures the tissue and since the tissue no longer resists the force applied by the probe, force measurements drop rapidly and displacement measurements simultaneously increase. Note that in perforation zone 162 the curve gradient ΔF3/ΔD3 would be negative.

(32) FIG. 4 is a flow chart that schematically illustrates a method for estimating the risk of tissue perforation, in accordance with an embodiment of the present invention. Although the method is described with relation to cardiac ablation, the method is also applicable to non-ablation procedures as explained below. The method is additionally applicable to body organs other than the heart. The method begins by operator 30 inserting the catheter into heart 26 and bringing distal end 32 in contact with the tissue at the site for ablation (or possibly other probe-based treatment) at an initiation step 200. At this point, force and position sensors 48 and 38 start performing respective measurements that are delivered to processor 42. Processor 42 resets a measurement index i at an index reset step 204.

(33) Processor 42 gets a force and displacement measurement pair F.sub.i and D.sub.i at a measuring step 208. Processor 42 increments index i and saves F.sub.i and D.sub.i in memory 50. Upon receiving new measurements, processor 42 calculates an instantaneous slope or gradient value S.sub.i at a gradient calculation step 212. Processor 42 calculates a force change ΔF.sub.i=F.sub.i−F.sub.i−1 and a displacement change ΔD.sub.i=D.sub.i−D.sub.i−1 relative to the previous measurement index i−1. The processor calculates the instantaneous gradient S.sub.i=ΔF.sub.i/ΔD.sub.i and saves S.sub.i in memory 50. Note that if either |ΔF.sub.i| or |ΔD.sub.i| is below a predefined threshold (e.g., |ΔD.sub.i| is close or equal to zero), the instantaneous gradient result may be unreliable. In such cases the calculation of S.sub.i at step 212 is skipped and S.sub.i may be discarded or copied from S.sub.i−1. In some embodiments, processor 42 uses smoothed measurements by averaging a predefined number of successive ΔF.sub.i and ΔD.sub.i samples. Note that averaging the difference samples ΔF.sub.i between the indices i and i+M, is equivalent to taking the difference ΔF.sub.i+M−ΔF.sub.i−1 (a similar argument holds for the displacement differences). In yet alternative embodiments processor 42 averages the instantaneous gradient values S.sub.i.

(34) Processor 42 then checks the sign of the gradient at a sign checking step 216. If S.sub.i<0 perforation has presumably occurred and processor 42 indicates a perforation alert to operator 30 at a perforation indication step 220. Otherwise, processor 42 checks whether the current gradient S.sub.i is greater than a threshold TH at a slope comparison step 224. If S.sub.i>TH, the force and displacement are assumed in the perforation-risk zone, and processor 42 alerts a perforation-risk indication at a perforation-risk indication step 228. The method proceeds to check if the ablation is concluded at a termination check step 232.

(35) Various methods can be used to detect conclusion of the probe-based medical procedure. For example, operator may decide that the medical procedure is completed for the current site by examining respective indications on display 46. Alternatively or additionally, processor 42 can be configured to automatically decide if the medical procedure is completed. In embodiments in which probe 22 and processor 42 share a communication channel (e.g., as in the CARTO system), operator 30 can signal to processor via this communication channel of start and/or end events regarding the medical procedure.

(36) If at step 232 the ablation is not concluded the method loops back to step 208 to collect subsequent measurements. Otherwise, ablation is concluded and the method terminates.

(37) The indications alerted to the physician at steps 220 and 228 above are typically presented on display 46. For example, the processor may preset a possibly blinking warning text. Alternatively or additionally, the processor may activate a suitable audible sound to alert the operator. Further alternatively or additionally, the processor may activate any other suitable indication to alert the operator of a perforation or perforation-risk situation.

(38) Typically, the warning alert at step 220 would be different and more noticeable than the alert indicated at step 228. The operator should respond to a perforation alert by taking immediate suitable measures to treat the medical situation as known in the art.

(39) Upon receiving a perforation-risk indication, operator 30 may take any suitable action to prevent tissue perforation. For example, the operator can pull back the probe to reduce the force applied to the tissue. Alternatively or additionally, the operator may reduce or even shut down the RF energy applied to the tissue (e.g., in ablation). Further alternatively, the operator can proceed to perform ablation at another tissue site, and resume ablating the current site at a later occasion. In alternative embodiments, processor 42 automatically reduces or shuts down the RF energy upon entering the perforation and/or perforation-risk zones.

(40) The method described in FIG. 4 is an exemplary method, and other suitable methods can also be used. For example, in addition to using the gradient value to estimate the perforation-risk level at step 224, force and displacement values may also be considered, wherein higher values indicate higher risk of perforation. As another example, processor 42 may use smoothed force and displacement measurements by applying a moving average window or any other smoothing method over multiple Si values at step 212.

(41) In some embodiments, the method of FIG. 4 is used for probe-based medical procedures other than ablation and possibly in body organs other than the heart. In such procedures, applying a probe force upon the organ tissue can still result in perforation to the organ tissue. Since, however, ablation typically weakens the tissue, when ablation is applied the instantaneous gradient values are expected to be lower, and therefore the gradient threshold for detecting perforation or perforation-risk should be configured to a lower value relative to non-ablation procedures.

(42) Although the embodiments described herein mainly address estimating the risk of perforating the heart tissue during ablation, the methods and systems described herein can also be used in other applications, such as in performing any medical procedure in which a probe may apply excessive force upon the tissue of an organ of the body.

(43) It will be appreciated that the embodiments described above are cited by way of example, and that the present invention is not limited to what has been particularly shown and described hereinabove. Rather, the scope of the present invention includes both combinations and sub-combinations of the various features described hereinabove, as well as variations and modifications thereof which would occur to persons skilled in the art upon reading the foregoing description and which are not disclosed in the prior art. Documents incorporated by reference in the present patent application are to be considered an integral part of the application except that to the extent any terms are defined in these incorporated documents in a manner that conflicts with the definitions made explicitly or implicitly in the present specification, only the definitions in the present specification should be considered.