Cargando…

Automated extraction of clinical measures from videos of oculofacial disorders using machine learning: feasibility, validity and reliability

OBJECTIVES: To determine the feasibility, validity and reliability of automatically extracting clinically meaningful eyelid measurements from consumer-grade videos of individuals with oculofacial disorders. METHODS: A custom computer program was designed to automatically extract clinical measures fr...

Descripción completa

Detalles Bibliográficos
Autores principales:	Schulz, Christopher B., Clarke, Holly, Makuloluwe, Sarith, Thomas, Peter B., Kang, Swan
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	Nature Publishing Group UK 2023
Materias:	Article
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9891656/ https://www.ncbi.nlm.nih.gov/pubmed/36725916 http://dx.doi.org/10.1038/s41433-023-02424-z

Ejemplares similares

Perceived Barriers to Increasing Diversity within Oculofacial Plastic Surgery
por: Maru, Johsias A., et al.
Publicado: (2022)

Health Literacy in Oculofacial Plastic Surgery: A Literature Review
por: Murdock, Narmien, et al.
Publicado: (2023)

Oculofacial Pain: Corneal Nerve Damage Leading to Pain Beyond the Eye
por: Rosenthal, Perry, et al.
Publicado: (2016)

Oculofacial Plastic Surgery and the COVID-19 Pandemic: Current Reactions and Implications for the Future
por: Langer, Paul D., et al.
Publicado: (2020)

Milestones in Oculofacial Plastic and Reconstructive Surgery: The Discovery of the Levator Palpebrae Superioris and Its Subsequent History
por: Reifler, David M.
Publicado: (2020)

Perioperative Considerations for Antithrombotic Therapy in Oculofacial Surgery: A Review of Current Evidence and Practice Guidelines
por: Kim, Christian, et al.
Publicado: (2022)

Machine Learning in Intelligent Video and Automated Monitoring
por: Yuan, Yu-Bo, et al.
Publicado: (2015)

Reliability and construct validity of the Duchenne Video Assessment
por: Contesse, Marielle G., et al.
Publicado: (2021)

Feasibility, reliability and validity of a questionnaire on healthcare consumption and productivity loss in patients with a psychiatric disorder (TiC-P)
por: Bouwmans, Clazien, et al.
Publicado: (2013)

Reliability, Validity, and Feasibility of the Frail-VIG Index
por: Torné, Anna, et al.
Publicado: (2021)

Development and Validation of an Automated Video Tracking Model for Stabled Horses
por: Kil, Nuray, et al.
Publicado: (2020)

Taking Language Samples Home: Feasibility, Reliability, and Validity of Child Language Samples Conducted Remotely With Video Chat Versus In-Person
por: Manning, Brittany L., et al.
Publicado: (2020)

Reliability and validity analysis of personality assessment model based on gait video
por: Wen, Yeye, et al.
Publicado: (2022)

Feasibility and reliability of an automated controller of inspired oxygen concentration during mechanical ventilation
por: Saihi, Kaouther, et al.
Publicado: (2014)

Evaluation of an automated protocol for efficient and reliable DNA extraction of dietary samples
por: Wallinger, Corinna, et al.
Publicado: (2017)

The PedsQL™ Oral Health Scale: feasibility, reliability and validity of the Brazilian Portuguese version
por: Bendo, Cristiane B, et al.
Publicado: (2012)

Feature replacement methods enable reliable home video analysis for machine learning detection of autism
por: Leblanc, Emilie, et al.
Publicado: (2020)

Multimodal, automated detection of nocturnal motor seizures at home: Is a reliable seizure detector feasible?
por: van Andel, Judith, et al.
Publicado: (2017)

The reliability and validity of a video-based method for assessing hamstring strength in football players
por: Lee, Justin W.Y., et al.
Publicado: (2017)

Algorithm based on one monocular video delivers highly valid and reliable gait parameters
por: Azhand, Arash, et al.
Publicado: (2021)

Evaluation of validity and reliability of video analysis and live observations to assess trauma team performance
por: van Maarseveen, Oscar E. C., et al.
Publicado: (2022)

A Validated, Automated, 3-Dimensional Method to Reliably Measure Tibial Torsion
por: Stephen, Joanna M., et al.
Publicado: (2021)

Construct Validity and Test–Retest Reliability of the Automated Vehicle User Perception Survey
por: Mason, Justin, et al.
Publicado: (2021)

Feasibility, Reliability, and Validity of the Iranian Version of the Quality of Life Questionnaire for Pregnancy
por: Mirghafourvand, Mojgan, et al.
Publicado: (2016)

Automated extraction and validation of children’s gait parameters with the Kinect
por: Motiian, Saeid, et al.
Publicado: (2015)

Automated detection of elephants in wildlife video
por: Zeppelzauer, Matthias
Publicado: (2013)

Feasibility and Reliability Assessment of Video-Based Motion Analysis and Surface Electromyography in Children with Fragile X during Gait
por: Sawacha, Zimi, et al.
Publicado: (2021)

Assessment of Automated Identification of Phases in Videos of Cataract Surgery Using Machine Learning and Deep Learning Techniques
por: Yu, Felix, et al.
Publicado: (2019)

Fast machine learning annotation in the medical domain: a semi-automated video annotation tool for gastroenterologists
por: Krenzer, Adrian, et al.
Publicado: (2022)

Nature videos for PTSD: protocol for a mixed-methods feasibility study
por: Knaust, Thiemo, et al.
Publicado: (2022)

Reliable and Valid Coding of Thin Slices of Video Footage: Applicability to the Assessment of Mother-Child Interactions
por: Hirschmann, Nicole, et al.
Publicado: (2017)

The Criterion Validity, Reliability, and Feasibility of an Instrument for Assessing the Nursing Intensity in Perioperative Settings
por: Rauta, Satu, et al.
Publicado: (2017)

Automated Video Analysis of Animal Movements Using Gabor Orientation Filters
por: Wagenaar, Daniel A., et al.
Publicado: (2010)

Oculoplastic video-based telemedicine consultations: Covid-19 and beyond
por: Kang, Swan, et al.
Publicado: (2020)

Feasibility and Enjoyment of Exercise Video Games in Older Adults
por: Freed, Sara A., et al.
Publicado: (2021)

The reliability, validity and correlation of two observational gait scales assessed by video tape for Chinese subjects with hemiplegia
por: Lu, Xi, et al.
Publicado: (2015)

LeafMachine: Using machine learning to automate leaf trait extraction from digitized herbarium specimens
por: Weaver, William N., et al.
Publicado: (2020)

How Reliable and Popular are Trabeculectomy Videos on Youtube?
por: Irgat, Saadet G., et al.
Publicado: (2023)

Validity and reliability of the ankle-brachial index by oscillometric blood pressure and automated ankle-brachial index
por: Chongthawonsatid, Sukanya, et al.
Publicado: (2017)

Feasibility, Reliability, and Validity of a Smartphone Based Application for the Assessment of Cognitive Function in the Elderly
por: Brouillette, Robert M., et al.
Publicado: (2013)

Cannot write session to /tmp/vufind_sessions/sess_9sv7e7gj1c0rtakerdl8222tfu