Please use this identifier to cite or link to this item: http://hdl.handle.net/10397/99416
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dc.contributorDepartment of Mechanical Engineeringen_US
dc.creatorMuddassir, Men_US
dc.creatorLimbert, Gen_US
dc.creatorZhang, Ben_US
dc.creatorDuan, Aen_US
dc.creatorTan, JJen_US
dc.creatorNavarro-Alarcon, Den_US
dc.date.accessioned2023-07-10T03:01:17Z-
dc.date.available2023-07-10T03:01:17Z-
dc.identifier.issn1083-4435en_US
dc.identifier.urihttp://hdl.handle.net/10397/99416-
dc.language.isoenen_US
dc.publisherInstitute of Electrical and Electronics Engineers Inc.en_US
dc.rights© 2022 IEEE. Personal use of this material is permitted. Permission from IEEE must be obtained for all other uses, in any current or future media, including reprinting/republishing this material for advertising or promotional purposes, creating new collective works, for resale or redistribution to servers or lists, or reuse of any copyrighted component of this work in other works.en_US
dc.rightsThe following publication M. Muddassir, G. Limbert, B. Zhang, A. Duan, J. -J. Tan and D. Navarro-Alarcon, "Model Predictive Thermal Dose Control of a Robotic Laser System to Automate Skin Photorejuvenation," in IEEE/ASME Transactions on Mechatronics, vol. 28, no. 2, pp. 737-747, April 2023 is available at https://doi.org/10.1109/TMECH.2022.3218806.en_US
dc.subjectCosmetic dermatologyen_US
dc.subjectMechatronic systemsen_US
dc.subjectModel predictive controlen_US
dc.subjectRoboticsen_US
dc.subjectThermal imagingen_US
dc.titleModel predictive thermal dose control of a robotic laser system to automate skin photorejuvenationen_US
dc.typeJournal/Magazine Articleen_US
dc.identifier.spage737en_US
dc.identifier.epage747en_US
dc.identifier.volume28en_US
dc.identifier.issue2en_US
dc.identifier.doi10.1109/TMECH.2022.3218806en_US
dcterms.abstractIn this article, we present a new method to control the thermal stimulation of skin during a photorejuvenation procedure. The proposed method can precisely administer the thermal dose while controlling the tissue's temperature under a safe limit. For that, a model-based treatment controller is developed and evaluated on a 3-D biophysics-based numerical model of skin. A hardware implementation is experimentally tested on a gelatin-based phantom tissue subjected to pulsed laser irradiation. A key component of our method is the use of a new thermal dose metric that enables quantifying and controlling the skin photorejuvenation process. This metric represents a suitable alternative to the lack of consensus on the metrics used by the photodermatology community. The reported experiments demonstrate that the developed controller endowed with the proposed dose unit can automatically deliver a prescribed laser irradiation and thermal dose over the tissue surface. The significance of our result is that it provides a control-theoretic framework to automate skin photorejuvenation treatments with thermal-guided robots. This approach has the potential to introduce standards in the automation of these types of phototreatments.en_US
dcterms.accessRightsopen accessen_US
dcterms.bibliographicCitationIEEE/ASME transactions on mechatronics, Apr. 2023, v. 28, no. 2, , p. 737-747en_US
dcterms.isPartOfIEEE/ASME transactions on mechatronicsen_US
dcterms.issued2023-04-
dc.identifier.scopus2-s2.0-85142850996-
dc.identifier.eissn1941-014Xen_US
dc.description.validate202307 bcchen_US
dc.description.oaAccepted Manuscripten_US
dc.identifier.FolderNumbera2169c-
dc.identifier.SubFormID46853-
dc.description.fundingSourceRGCen_US
dc.description.pubStatusPublisheden_US
dc.description.oaCategoryGreen (AAM)en_US
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