8:35 – 9:20 AM
Room: Elwha A
Free Paper Session 5A – Artificial Intelligence and Machine Learning
Session Chairs: Jordan Swanson (United States), Soh Nishimoto (Japan)
8:35 AM
656-Streamlining Cleft Treatment Strategies Through AI-Based, fully Automated Palatal Plate Fabrication
Presenter: Andreas Mueller (Switzerland)
Authors: Andreas A Mueller, Benito K. Benitez, Yoriko Lill, Prasad Nalabothu, Andrzej Brudnicki, Gosla S. Reddy, Till N. Schnabel, Lasse Lingens, Paulo Gotardo, Baran Gözcü, Markus Gross, Barbara Solenthaler
Institutions: Department of Oral and Craniomaxillofacial Surgery, University Hospital Basel and University of Basel, Basel, Switzerland; Department of Clinical Research, University of Basel, Basel, Switzerland; Department of Biomedical Engineering, University of Basel, Basel, Switzerland; Botnar Research Center for Child Health, Basel, Switzerland
8:39 AM
428-AI-Driven Real-Time Evaluation of 3D Photogrammetry to Quantify Surgical Outcomes of Patients with Non-Syndromic Craniosynostosis in a Clinical Setting
Presenter: Antonio Porras (United States)
Authors: Connor Elkhill, Jiawei Liu, Scott LeBeau, Marius George Linguraru, Brooke French, Antonio Porras
Institutions: University of Colorado Anschutz Medical Campus, Aurora, CO, United States; Children’s Hospital Colorado, Aurora, CO, United States
8:43 AM
434-Using Artificial Intelligence to Predict Development from Imaging Data in Real Time for Longitudinal Patient Evaluation
Presenter: Connor Elkhill (United States)
Authors: Connor Elkhill, Scott LeBeau, Natasha Lepore, Marius George Linguraru, Brooke French, Antonio Porras
Institutions: University of Colorado Anschutz Medical Campus, Aurora, CO, United States; Children’s Hospital Colorado, Aurora, CO, United States
8:47 AM
27-Magnetic Resonance Cranial Imaging in Pediatric Patients: Evaluation of Both Motion Corrected and Automated Deep Learning Pseudo-CT Estimated MR Images
Presenter: Andrew Linkugel (United States)
Authors: Andrew Linkugel, Parna Eshraghi Boroojeni, Cihat Eldeniz, Gary Skolnick, Paul Commean, Corinne Merrill, Jennifer Strahle, Manu Goyal, Hongyu An, Kamlesh Patel
Institution: Washington University School of Medicine, St. Louis, MO, United States
8:51 AM
Discussion
8:58 AM
76-Dysmorph: Development of A Normative Three-Dimensional Craniofacial Soft Tissue Database and Image Quantification Tool
Presenter: Dillan Villavisanis (United States)
Authors: Dillan Villavisanis, Pulkit Khandelwal, Connor Wagner, Jovial Joseph, Jordan Swanson, Jesse Taylor, Paul Yushkevich, Scott Bartlett
Institution: Division of Plastic, Reconstructive, and Oral Surgery, Children’s Hospital of Philadelphia, Philadelphia, PA, United States
9:02 AM
388-Application of Artificial Intelligence Algorithm in the Design of a Guide Plate for Mandibular Angle Ostectomy
Presenter: Yingjie Yan (China)
Authors: Yingjie Yan, Chaofan Lv
Institution: Shanghai Ninth People’s Hospital Affiliated to Shanghai Jiaotong University School of Medicine, Shanghai, Shanghai, China
9:06 AM
169-Utilizing Swap Disentangled Variational Autoencoders to Improve the Diagnosis of Craniofacial Syndromes and Assess Surgical Outcomes
Presenter: Alexander Rickart (United Kingdom)
Authors: Alexander Rickart, Simone Foti, Bongjin Koo, Eimear O’ Sullivan, Lara van de Lande, Athanasios Papaioannou, Roman Khonsari, Danail Stoyanov, Noor ul Owase Jeelani, Silvia Schievano, Matthew Clarkson, David Dunaway
Institution: UCL Great Ormond Street Institute of Child Health and Craniofacial Unit, Great Ormond Street Hospital for Children, London, United Kingdom
9:10 AM
561-Novel Machine Learning Models to Facilitate Objective Clinical Assessment of Facial Form and Deformity
Presenter: Mitch Stotland (United States)
Authors: Abdullah Hayajneh, Mohammad Shaqfeh, Erchin Serpedin, Mitchell Stotland
Institution: Sidra Medicine, Doha, Qatar
9:14 AM
Discussion