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EPI-GUIDE: Towards a Disposable, Low-Cost Guide for Freehand Ultrasound Support During Epidural Procedures Abstract It is well known that the performance and safety of epidural anaesthesia can be enhanced through the use of ultrasound imaging. However, in prac- tise, the use of ultrasound by a sole clinician can be complicated as one has to attend to both an imag- ing and an anaesthetic procedure concurrently and quickly. Towards this, we introduce a prototype disposable guide with integrated non-contact pose estimation to support freehand ultrasound recon- struction. This system is evaluated ex vivo on a lumbar spinal phantoms embedded in gel with the measured motions used to produced a direct voxel reconstruction. This provides a hands-free interface that has been subsequently evaluated with several users. 1 Introduction Needle placement is one of the most common surgical tasks. Incorrect placement can have harmful consequences. A case in point is epidural anaesthesia, where a relatively large nee- dle incorrectly inserted can cause damage to nerves, the spinal cord and local soft tissue. Successful insertion relies on the skill of the clinician. Typically, this is performed by manually using palpitation and/or initial 2D ultrasound imag- ing to find landmarks following by tactile guidance to target the needle to the epidural cavity [Rafii-Tari et al., 2011]. There is evidence to show that imaging can help [Karmakar et al., 2009; Marhofer et al., 2005]; in fact recent guidelines [NICE, 2008] have advocated the use of ultrasound imaging to assist clinicians steer the needle. This has gone someway to improving outcomes. There are many issues including: image analysis for interpreting the 2D images [Souzdalnit- ski et al., 2011]; shifting focus shifting (from the needle to the spinal column); and logistical (i.e., one needs to attend to both an imaging and an anaesthetic procedure concurrently). With an eye on the latter, the paper introduces a low-cost, disposable epidural assistance tool, which we term the “EPI- GUIDE” or “EPIdural Guidance using Ultrasound Influenced Directional Enhancement” system (shown in Fig. 1). It con- sists of an instrumented mechanical support for a (2D) ultra- sound transceiver that subsequently supports a freehand ultra- sound reconstruction allowing for the production of an aug- mented 3D image from the gathered set of 2D image slices. Figure 1: EPI-GUIDE (EPIdural Guidance using Ultrasound Influenced Directional Enhancement system) Prototype. This low-cost guide measures probe orientation relative to surface allowing for direct image alignment. In this way, the system relieves the operator from continual manipulation of the ultrasound probe for navigation by essen- tially acting as a third hand. It also reduces context shifting (and procedural time required) by allowing for the overlaying of multiple ultrasound images relative to probe adjustments. Additionally, to keep the probe simple, disposable, (and low-cost), the design takes exploits a common feature of epidural procedures that a sweeping or rotational motion is

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EPI-GUIDE: Towards a Disposable, Low-Cost Guide for Freehand UltrasoundSupport During Epidural Procedures

Abstract

It is well known that the performance and safetyof epidural anaesthesia can be enhanced throughthe use of ultrasound imaging. However, in prac-tise, the use of ultrasound by a sole clinician can becomplicated as one has to attend to both an imag-ing and an anaesthetic procedure concurrently andquickly. Towards this, we introduce a prototypedisposable guide with integrated non-contact poseestimation to support freehand ultrasound recon-struction. This system is evaluated ex vivo on alumbar spinal phantoms embedded in gel with themeasured motions used to produced a direct voxelreconstruction. This provides a hands-free interfacethat has been subsequently evaluated with severalusers.

1 IntroductionNeedle placement is one of the most common surgical tasks.Incorrect placement can have harmful consequences. A casein point is epidural anaesthesia, where a relatively large nee-dle incorrectly inserted can cause damage to nerves, thespinal cord and local soft tissue. Successful insertion relieson the skill of the clinician. Typically, this is performed bymanually using palpitation and/or initial 2D ultrasound imag-ing to find landmarks following by tactile guidance to targetthe needle to the epidural cavity [Rafii-Tari et al., 2011].

There is evidence to show that imaging can help [Karmakaret al., 2009; Marhofer et al., 2005]; in fact recent guidelines[NICE, 2008] have advocated the use of ultrasound imagingto assist clinicians steer the needle. This has gone somewayto improving outcomes. There are many issues including:image analysis for interpreting the 2D images [Souzdalnit-ski et al., 2011]; shifting focus shifting (from the needle tothe spinal column); and logistical (i.e., one needs to attend toboth an imaging and an anaesthetic procedure concurrently).

With an eye on the latter, the paper introduces a low-cost,disposable epidural assistance tool, which we term the “EPI-GUIDE” or “EPIdural Guidance using Ultrasound Influenced

Directional Enhancement” system (shown in Fig. 1). It con-sists of an instrumented mechanical support for a (2D) ultra-sound transceiver that subsequently supports a freehand ultra-sound reconstruction allowing for the production of an aug-mented 3D image from the gathered set of 2D image slices.

Figure 1: EPI-GUIDE (EPIdural Guidance using UltrasoundInfluenced Directional Enhancement system) Prototype. Thislow-cost guide measures probe orientation relative to surfaceallowing for direct image alignment.

In this way, the system relieves the operator from continualmanipulation of the ultrasound probe for navigation by essen-tially acting as a third hand. It also reduces context shifting(and procedural time required) by allowing for the overlayingof multiple ultrasound images relative to probe adjustments.

Additionally, to keep the probe simple, disposable, (andlow-cost), the design takes exploits a common feature ofepidural procedures that a sweeping or rotational motion is

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Figure 2: The principles of creating a 3D volume from a series of 2D slices are shown above. The two different views of the3D image volume on right are constructed from study images performed by the author

more often used than translational one [NICE, 2008; Kar-makar et al., 2009]. In this the guide constrains the motionto one (yaw) degree of freedom, considerably simplifying themotion measurement to that of a precision encoder.

This paper introduces the concept of a low-cost, disposableepidural assistance tool. A brief background on the use of ul-trasound to support epidural anaesthesia is given in Section 2.Section 3 presents the design of the EPI-GUIDE as based on asmall, magnetic pole-based precision encoder circuit. Initialex vivo trials from this unit are presented in Section 4. Thepaper concludes with some considerations on the current de-sign and areas for future work from both a clincial workflowand robotics interaction perspective.

2 BackgroundSurveys of epidural anaesthesia success rates are abundantand cover many patient subgroups and operator skill levels.Failure rates and complications such as dural puncture andnerve trauma are recognized and published in many surveys[Dickson and Jenkins, 1994; Horlocker and Wedel, 2000;Riley and Papasin, 2002; Tortosa et al., 2003]. Dependingon the indication, patient state and operator skill, failure ratesvary from 5.7 to 38%. One of the shortcomings indicated bythese works is the need to superimpose imagery so as to “see”where the target (and needle) are located.

2.1 Assisting Epidural AnaesthesiaEpidural anaesthesia is based on insertion of a hollow needle,and thereby a catheter, to the epidural space which exists be-tween the ligamentum flavum and the dura mater envelopingthe spinal cord. Clearly when the procedure is conducted ona conscious subject it is distressing, in some cases painful andis often required to be performed quickly. Anatomical land-

marks on the surface are traditionally studied and located be-fore insertion of the purpose designed needle (Touhy needle)under local anaesthesia [Reynolds, 2001].This is performedusing the physical force feedback from the tissues encoun-tered as guidance. A loss-of-resistance after penetration ofthe ligamentum flavum is a common marker the key indica-tor of reaching of the desired target. Apart from the initialanatomical landmarks, the procedure is visually blind for theclinician. The technical challenges of obesity, concomitantmedical problems and disrupted anatomy due to spinal dis-ease are contributors to the significant failure rates for thispopular procedure.

2.2 Freehand Ultrasound

Although real-time 3D, B-mode ultrasound imaging systemsare commercially available, the complexity, cost and limitedutility in general theatre environments has limited their up-take. 2D ultrasound imaging systems, on the other hand areubiquitous in most environments where epidural anaesthe-sia is performed. This is particularly true for delivery suiteswhere antenatal care is dependent on assessment of the foetususing ultrasound.

Towards this freehand ultrasound (see also Fig. 2) is amechanism to obtain a 3D visualisation of the spine incor-porating the epidural space targeted by the clinician requiresthe acquisition of multiple 2D slices which can be aligned toform a 3D volume [Treece et al., 2003; Boctor et al., 2008].Such a simplistic approach has several technical problems.Firstly, the 2D slice must represent image information from adifferent viewpoint or different viewing angle. Secondly, theprobe must therefore be moved or undergo an angular dis-placement and this translation must be accurately measuredin order to re-assemble the 2D slices appropriately.

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An imaging-only approach to estimating this motion hasbeen proposed by which the images are correlated using thespeckle noise of overlapping potions of neighbouring images[Dickson and Jenkins, 1994]. This approach, while “free-hand,” does not allow for arbitrary motion as it is very sen-sitive to changes in probe rotation [Riley and Papasin, 2002]and contact pressure. Even with careful motion, the processcan be slow due to the limited overlap between images andextensive computation needed [Horlocker and Wedel, 2000].

Instead, a more direct measurement of pose is adopted,such as is seen in the Freehand project [Boctor et al., 2008]in which the synthesized 3D ultrasound is produced by track-ing the rotation and translation of the probe between images[Tortosa et al., 2003]. This process requires instrumentationand can introduce another level of complexity as the oftennoisy sensor signal requires processing before it can be usedto guide the synthesis of the 3D volume or the use of externaltracking systems (e.g., NDI Polaris or NaturalPoint OptiTracksystems) that would require the procedures to be held in a lo-cation with the cameras and for markers to be added to thetransducer.

2.3 Supports and GuidesMany approaches have been proposed to augment the infor-mation flow around an ultrasound transducer ranging fromauditory alerts to haptic interfaces to augmented displays[Yaniv and Cleary, 2006]. While many tend to be largeand risk impeding an anesthesiologist’s work-flow, there areportable systems, such as the Sonic Flashlight, that provideguidance relieve the clinican from having to look away to ascreen and thus saving the context switching [Chang et al.,2005; Wang et al., 2009]. However, these systems (in gen-eral) do not provide freehand reconstruction. Additionally,these system are still complex and not low-cost or disposable.

Towards this, snap-on needle guides by simplifyultrasound-guided injections by attaching the needle tothe probe [CIVCO, 2013]. However, the probe is still held bythe physician and these are limiting as the angle of the needlerelative to the probe is fixed. Several variations of probeholders exist, such as one designed by Kato et al. [Kato etal., 2013]. However, these are fixed to a stand and do notprovide feedback on the probes angular position.

3 Design3.1 Disposable, Instrumented Ultrasound GuideThe mechanical design is shown in Fig. 3(a). For prototyp-ing, the parts were fabricated using a 3D printer. The probesnaps into the probe bracket, which is attached to the base.As the axis of rotation is located at the skin surface, it wouldbe difficult to fit conventional rotary encoders. Therefore, alinear magnetic encoder is used instead.

Pose detection is performed by converting linear displace-ment measurements made by the encoder (a AS5304, see alsoFig. 3(b)). This uses a magnetic strip which is mounted above

(a) Mechanical design

(b) Electrical design

Figure 3: The EPI-GUIDE’s mechanical system (a) com-prises of two simple parts that can snap onto an commercialultrasound probe without modification. The circuit board (b)has been simplified so as to keep the device low-cost)

the arch of the base (Fig. 3(a)). The magnetic strip has a polepair length of 4.0 mm. By interpolating between four linearanalog Hall sensors, the AS5304 outputs 160 steps per polepair, therefore it has a resolution of 25 microns (µm).

Finally, communication is performed using a AS5304 thathas been programmed to emulate pulse trains like a typicalencoder. The steps are counted on an Atmel ATtiny85 mi-crocontroller. The ATtiny85 is connected to a FTDI chip,FT232RL, which then outputs data on a USB-mini port.When a request is sent from a connected computer to the cir-cuit board, the number of steps counted since the last requestis return to the computer and the counter is reset.

3.2 Visualization

The process of freehand ultrasound visualization is based ona measurement the motion and alignment of the 2D image(planes) taken. This is illustrated in Fig. 2.

The freehand ultrasound visualization for each voxel findsthe closest point on each of the image planes, then selects theclosest two of those and linearly interpolates between the twopixel values to determine the voxel color. The transparencyof the voxel is also set to the pixel’s luminance value (i.e.,completely black pixels are transparent and white pixels aresolid).

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4 EvaluationThe approach relies on the location and rotation of the probebeing accurately measured using an alignment frame with theultrasound probe guide the acquired image will be directlyembedded into the 3D reconstruction grid using simple (e.g.linear) interpolation methods in order to occupy the corre-sponding space in the reconstructed volume.

Figure 4: A 1:1 lumbar spinal model in gel for testing theguide and reconstruction

This was tested with a 1:1 lumbar spinal model (see alsoFig. 4). A continuous image stream from a commercial ultra-sound unit (a GE Logiq 8L) was tested in a laboratory withan operator simply maintaining the probe in contact with thephantom (spine embedded in gel). As noted the volume isthen reconstructed using a geometric process tools. A sampleresult is given in Fig. 5).

5 Conclusions and Future WorkThe EPI-GUIDE illustrates the mechatronics principles nec-essary for a low-cost instrumented approach to freehand ultra-sound to support epidural anaesthesia. The prototype systembrings together instrumentation of the ultrasound probe; syn-thesis of 3D image volumes from 2D ultrasound images; anda hands-free user interface.

Future work will consider hardware usability improve-ments based on the current analysis. For the the registration itwill look at reconstructing this using non-linear optimisationtools (e.g. interior-point optimisation methods). An on-probeinertial measurement unit (IMU) may be added to estimatethe probe position after initial alignment. Different levels ofaccuracy of location information will be investigated. Thisleads to a disposable guidance system as illustrated if Fig. 6.

Acknowledgments Removed for anonymous review

Figure 6: EPI-GUIDE as part of an Integrated System: Here2D slices from a clinician-swept ultrasound probe form theorigins of the 3D augmented image volume. A target regionmay then be identified and marked within the 3D image.

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Figure 5: A sample reconstruction of rotary displacement from the EPI-GUIDE

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