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INNOSC Theranostics and
            Pharmacological Sciences                                           Image-assisted personalized interventions



            pair consents an adaptive control for a procedure when   recommended medical prescriptions to meet the safety
            functioning.   Figure  2 summarizes the topographies   features related to imaging and interventional actions
                      62
            of a DT for monitoring an image-guided intervention   for the intervention concerned. Such planning allows
            procedure.                                         confirming  the  smooth  running  of  the  intervention  and
                                                               the possible adaptations required for the medical protocol
              Note that the DT concept is progressively incorporating
            the healthcare sphere exploiting virtual replicas of   practiced. Therefore, the real (with patient) image-guided
            bodily individuals that go further than a static situation   intervention could be performed under good conditions,
            incorporating the dynamic conduct of a real living   which could be achieved through an image-assisted
                                                               collaborative environment, as illustrated in Figure 1, under
            tissues entity, many examples have been published in this   the supervision of medical staff, or prospectively through
            intention, see for instance. 63-73  As the healthcare sector is   an autonomous DT monitoring procedure with involved
            gradually exploring the use of DTs, successful proofs of   staff (in the loop).
            concept in various sectors suggest that, if fully realized,
            DTs could transform connected care, lifestyle, health,   4.1. Physical and virtual phantoms
            and chronic disease management in the future. However,
            recognition of the vast capacity of DTs in health care may   Physical and digital phantoms, discussed in the previous
            likely be slowed by hesitation challenges.         section, represent living tissues on both sides of the
                                                               DT. A major problem with both choices lies in the way
            4. Planning of personalized and medical            of tissue representation. Considering that biological
            rulings                                            properties allow the erection of these phantoms with
                                                               static behavior, such a static representation could
            The concept of DT discussed in the previous section could   be suitable for specific parts of body tissues and for
            be used in planning a fictive intervention without a patient.   particular demands. Nevertheless, as mentioned earlier,
            In this case, we monitor the fully imaging-assisted robotic   these  phantoms  should represent  real  body  tissues
            intervention procedure, including the scanner, the robot,   with reasonable biological properties. In general, the
            and the tissue (phantom). This physical phantom of the   mechanical behavior related to the deformation and
            tissue part of interest will be incorporated into the real   displacement of living soft tissues, irrigated by fluids
            physical side of the DT. Similarly, the virtual model side   allowing their functioning, corresponds to an exhibition
            of the DT involving the intervention procedure model will   of a complex dynamic behaviour. 74-78  Such a complex
            include a digital phantom replica of the physical one. This   tissue behavior requires actually evaluated constitutive
            corresponds to Figure 2, with physical and digital phantoms   rules, adapted computational approaches, or both to
            representing the body part of interest in the living tissue.   address this problem. We can only approach this category
            This planning would include personalized characteristics   of representation in an approximate manner. Different
            of the patient and the interventional tool as well as the   tissue models can be found in the literature. 79-82



























            Figure 2. Summarized illustration of a matched monitoring of a complex procedure (image-guided intervention) with its virtual model


            Volume 8 Issue 1 (2025)                         5                                doi: 10.36922/itps.4567
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