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International Journal of Bioprinting  Evaluation of advanced visual computing solutions for the left atrial appendage occlusion


            researchers, have made it possible. Biomedical applications   it and try a different one , at the expense of increasing
                                                                                    [7]
            are not an exception, with an unprecedented availability   costs, patient’s risk, and procedural time. Due to the large
            to medical datasets at different multi-scale and resolution   variability of LA and LAA anatomy in humans, and the
            levels. Therefore, some visual computing technologies are   wide range of device configurations, LAAO interventions
            already disrupting traditional concepts of medical image   can clearly benefit from pre-operative planning to reduce
            exploration. Complex medical interventions are usually   the need of device implantation attempts, thus maximizing
            planned by exploring pre-operative medical images, where   intervention efficiency and minimizing costs.
            advanced  visual  computing  solutions,  in  combination   During LAAO interventions, multimodal 2D images
            with technologies such as 3D printing, could contribute to   such as echocardiography and X-ray are mainly used.
            reduce potential complications.
                                                               Nevertheless, the complexity and interpatient variability
              Until recently, the visualization and analysis of medical   of the LAA 3D anatomy are unnoticeable under 2D
            imaging data were always performed with visualization   imaging  modalities.  3D  echocardiography  and,  more
            tools, usually as two-dimensional (2D) images and   recently, high-resolution computerized tomography (CT)
            standard multiplanar reconstruction (MPR) visualization   images are increasingly becoming available, providing
            viewed in 2D monitors. Commonly, these are the only   better spatial information of the LAA and reproducibility
            tools available during the intervention since they are fully   than 2D-based techniques  to optimize the implantation
                                                                                    [8]
            integrated with the acquisition systems in the operating   strategy and device selection before the intervention.
            room, with clinicians mentally integrating the 3D structure   However, there is still a debate on which is the most
            and functional information provided by multiple sources.   adequate imaging technique since there are discrepancies
            Offline image analysis can be performed with numerous   on the measurements from different modalities .
                                                                                                    [9]
            tools, including open-source software such as 3D Slicer
                                                         [1]
            or commercial solutions, which are usually used as the   At present, commercial solutions are available with
            stand-alone software tools tailored to specific imaging   standard MPR visualization of the 3D imaging modalities
            modalities and type of pathologies.                (e.g.,  CT  images)  such  as  the  3mensio  Structural
                                                               Heart software (Pie Medical Imaging, Bilthoven, the
              In cardiology, patient-specific detailed information about   Netherlands) , which also includes advanced 3D
                                                                         [10]
            the structure and function of the heart is a key for medical   photorealistic rendering of the heart for an advanced
            training, and for optimizing and personalizing clinical   exploration of the LAA, or Mimics (Materialise NV, Leuven,
            decisions involving diagnosis, treatment planning, and post-  Belgium). Karagodin  et   al.  recently demonstrated an
                                                                                     [11]
            therapeutic monitoring of patients, specifically in structural   improved delineation of cardiac structures, including the
            heart disease, where transcatheter interventions are becoming   LAA, with a new tissue transparency transillumination tool
            a less invasive alternative to open surgery. However, the field   when visualizing 3D echocardiographic images, compared
            of view in transcatheter interventions is limited, with the   to standard 3D rendering in a system developed by Philips
            absence of a gold standard open cavity surgical field depriving   (Andover, MA). Most of these imaging tools to explore
            physicians of the opportunity for tactile feedback and visual   3D LAA anatomies are based on stand-alone software
                                      [2]
            confirmation of cardiac anatomy . At this juncture, there   but web-based frameworks with cloud-based engines
            is a significant gap in understanding the 3D  (plus time)   are becoming modern and more flexible alternatives for
            anatomical and physiological relationships in the heart  that   medical image visualization and analysis. The Virtual
                                                     [3]
            visual computing solutions can help to bridge. Recent studies   Implantation and Device selection in the left Atrial
            have reviewed the added value of advanced visualization   Appendages (VIDAA) platform was recently developed,
            of cardiac data, including applications in conditions such   providing a clinician-friendly web-based tool to support
                                                      [2]
            as congenital heart disease [4,5] , structural heart disease , or   the pre-operative planning of LAAO interventions . It
                                                                                                         [12]
            transcatheter mitral valve replacement .           allows clinicians to interactively explore the LA geometry
                                         [6]
              The  left atrial appendage occlusion  (LAAO), along   as a 3D mesh with different computer-aided design (CAD)
            with a device inserted into the heart in a transcatheter   LAAO models, together with some morphological indices
            intervention, has recently been proposed as an efficient   and the original CT images in MPR format. However, these
            alternative for patients in atrial fibrillation (AF) with   software tools are still limited in visualizing and analyzing
            contraindications  to  drug  therapy.  The  interventional   imaging data with the standard MPR, volume rendering,
            cardiologists need to decide the optimal type and size of   and surface mesh views in 2D monitors; therefore, these
            the device, as well as the position where to implant it in   tools have limited degrees of freedom interaction and
            each heart. During a LAAO procedure, if an implanted   could prevent a correct perception of the 3D nature of the
            device seems inappropriate, the operator can recapture   studied anatomy (e.g., depth and scaling).


            Volume 9 Issue 1 (2023)                        259                      https://doi.org/10.18063/ijb.v9i1.640
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