A Machine Learning Approach for Automated Facial Measurements in Facial Palsy

Abstract

JAMA Facial Plastic SurgeryVol. 20, No. 4 ObservationA Machine Learning Approach for Automated Facial Measurements in Facial PalsyDiego L. Guarin, Joseph Dusseldorp, Tessa A. Hadlock, and Nate JowettDiego L. GuarinCorresponding Author: Diego L. Guarin, PhD, Massachusetts Eye and Ear Infirmary, Harvard Medical School, 243 Charles St, Boston, MA 02114 E-mail Address: diego_guarin@meei.harvard.eduDepartment of Otolaryngology, Massachusetts Eye and Ear Infirmary, Harvard Medical School, CambridgeSearch for more papers by this author, Joseph DusseldorpDepartment of Otolaryngology, Massachusetts Eye and Ear Infirmary, Harvard Medical School, CambridgeUniversity of Sydney, Sydney, AustraliaSearch for more papers by this author, Tessa A. HadlockDepartment of Otolaryngology, Massachusetts Eye and Ear Infirmary, Harvard Medical School, CambridgeSearch for more papers by this author, and Nate JowettDepartment of Otolaryngology, Massachusetts Eye and Ear Infirmary, Harvard Medical School, CambridgeSearch for more papers by this authorPublished Online:19 Jul 2018https://doi.org/10.1001/jamafacial.2018.0030AboutSectionsView articleView Full TextPDF/EPUB Permissions & CitationsPermissionsDownload CitationsTrack CitationsAdd to favorites Back To Publication ShareShare onFacebookTwitterLinked InRedditEmail View articleFiguresReferencesRelatedDetailsCited byEmbellishing Emotrics for a More Complete Emotion Analysis: Addition of the Nasolabial Fold Liliana Ein, Lauren Trzcinski, Luke Perry, Kee Yoon Bark, Tessa Hadlock, and Diego L. Guarin1 March 2023 | Facial Plastic Surgery & Aesthetic Medicine, Vol. 0, No. 0Automatic Analysis of Asymmetry in Facial Paralysis Patients Using Landmark-Based Measures Digbalay Bose, Krishna Somandepalli, Tymon Tai, Courtney Voelker, Shrikanth Narayanan, and Amit Kochhar8 November 2022 | Facial Plastic Surgery & Aesthetic Medicine, Vol. 24, No. 6Tri-Vector Gracilis Microneurovascular Free Tissue Transfer with Periocular Component to Achieve a Duchenne Smile in Patients with Facial Paralysis Patrick J. Byrne, Leah J. Novinger, and Dane J. Genther8 November 2022 | Facial Plastic Surgery & Aesthetic Medicine, Vol. 24, No. 6Voluntary and Spontaneous Smile Quantification in Facial Palsy Patients: Validation of a Novel Mobile Application Jordan Fuzi, Catherine Meller, Sydney Ch'ng, Tessa M. Hadlock, and Joseph Dusseldorp21 October 2022 | Facial Plastic Surgery & Aesthetic Medicine, Vol. 0, No. 0Artificial Intelligence-Driven Video Analysis for Novel Outcome Measures After Smile Reanimation Surgery Branislav Kollar, Laura Schneider, Verena K. Horner, Johannes Zeller, Mark Fricke, Zacharias Brugger, Michael Gentz, Jurij Kiefer, and Steffen U. Eisenhardt15 March 2022 | Facial Plastic Surgery & Aesthetic Medicine, Vol. 24, No. 2Reliability Between In-Person and Still Photograph Assessment of Facial Function in Facial Paralysis Using the eFACE Facial Grading System Ronit Malka, Matthew Miller, Diego Guarin, Zoe Fullerton, Tessa Hadlock, and Caroline Banks3 September 2021 | Facial Plastic Surgery & Aesthetic Medicine, Vol. 23, No. 5Toward an Automatic System for Computer-Aided Assessment in Facial Palsy Diego L. Guarin, Yana Yunusova, Babak Taati, Joseph R. Dusseldorp, Suresh Mohan, Joana Tavares, Martinus M. van Veen, Emily Fortier, Tessa A. Hadlock, and Nate Jowett10 February 2020 | Facial Plastic Surgery & Aesthetic Medicine, Vol. 22, No. 1Spontaneity Assessment in Dually Innervated Gracilis Smile Reanimation Surgery Joseph R. Dusseldorp, Martinus M. van Veen, Diego L. Guarin, Olivia Quatela, Nate Jowett, and Tessa A. Hadlock21 November 2019 | JAMA Facial Plastic Surgery, Vol. 21, No. 6Clinician and Automated Assessments of Facial Function Following Eyelid Weight Placement Jacqueline J. Greene, Joana Tavares, Diego L. Guarin, and Tessa Hadlock19 September 2019 | JAMA Facial Plastic Surgery, Vol. 21, No. 5 Volume 20Issue 4Jul 2018 InformationCopyright 2018 American Medical Association. All Rights Reserved.To cite this article:Diego L. Guarin, Joseph Dusseldorp, Tessa A. Hadlock, and Nate Jowett.A Machine Learning Approach for Automated Facial Measurements in Facial Palsy.JAMA Facial Plastic Surgery.Jul 2018.335-337.http://doi.org/10.1001/jamafacial.2018.0030Published in Volume: 20 Issue 4: July 19, 2018PDF download