Cargando…

De-Identification of Facial Features in Magnetic Resonance Images: Software Development Using Deep Learning Technology

BACKGROUND: High-resolution medical images that include facial regions can be used to recognize the subject’s face when reconstructing 3-dimensional (3D)-rendered images from 2-dimensional (2D) sequential images, which might constitute a risk of infringement of personal information when sharing data...

Descripción completa

Detalles Bibliográficos
Autores principales:	Jeong, Yeon Uk, Yoo, Soyoung, Kim, Young-Hak, Shim, Woo Hyun
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	JMIR Publications 2020
Materias:	Original Paper
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7759440/ https://www.ncbi.nlm.nih.gov/pubmed/33208302 http://dx.doi.org/10.2196/22739

Ejemplares similares

Assessing facial weakness in myasthenia gravis with facial recognition software and deep learning
por: Ruiter, Annabel M., et al.
Publicado: (2023)

DeepSmile: Anomaly Detection Software for Facial Movement Assessment
por: Rodríguez Martínez, Eder A., et al.
Publicado: (2023)

Identification of Autism in Children Using Static Facial Features and Deep Neural Networks
por: Mujeeb Rahman, K. K., et al.
Publicado: (2022)

Magnetic resonance imaging of patients with lateral epicondylitis: Relationship between pain and severity of imaging features in elbow joints
por: Cha, Yoon Ki, et al.
Publicado: (2019)

Deep-Learning-Based Morphological Feature Segmentation for Facial Skin Image Analysis
por: Yoon, Huisu, et al.
Publicado: (2023)

Identification of the Facial Features of Patients With Cancer: A Deep Learning–Based Pilot Study
por: Liang, Bin, et al.
Publicado: (2020)

Quantitative Magnetic Resonance Imaging Volumetry of Facial Muscles in Healthy Patients with Facial Palsy
por: Volk, Gerd F., et al.
Publicado: (2014)

Magnetic Resonance Imaging Features on Deep Learning Algorithm for the Diagnosis of Nasopharyngeal Carcinoma
por: Huang, Ruijie, et al.
Publicado: (2022)

Identification of Preoperative Magnetic Resonance Imaging Features Associated with Positive Resection Margins in Breast Cancer: A Retrospective Study
por: Kang, Jung-Hyun, et al.
Publicado: (2018)

Validation of a deep learning-based software for automated analysis of T2 mapping in cardiac magnetic resonance imaging
por: Kim, Hwan, et al.
Publicado: (2023)

DeepSAT: Learning Molecular Structures from Nuclear Magnetic Resonance Data
por: Kim, Hyun Woo, et al.
Publicado: (2023)

Evaluation and Monitoring of Endometrial Cancer Based on Magnetic Resonance Imaging Features of Deep Learning
por: Tao, Jingxiong, et al.
Publicado: (2022)

Deep Joint Spatiotemporal Network (DJSTN) for Efficient Facial Expression Recognition
por: Jeong, Dami, et al.
Publicado: (2020)

Quantification of myocardial strain assessed by cardiovascular magnetic resonance feature tracking in healthy subjects—influence of segmentation and analysis software
por: Lim, Carolin, et al.
Publicado: (2020)

Facial mimicry and the mirror neuron system: simultaneous acquisition of facial electromyography and functional magnetic resonance imaging
por: Likowski, Katja U., et al.
Publicado: (2012)

Magnetic Resonance Imaging Images under Deep Learning in the Identification of Tuberculosis and Pneumonia
por: Liu, Yabin, et al.
Publicado: (2021)

Mammographically occult breast cancers detected with AI-based diagnosis supporting software: clinical and histopathologic characteristics
por: Kim, Hee Jeong, et al.
Publicado: (2022)

Deep-learned time-signal intensity pattern analysis using an autoencoder captures magnetic resonance perfusion heterogeneity for brain tumor differentiation
por: Park, Ji Eun, et al.
Publicado: (2020)

Meta-Analysis of the Accuracy of Abbreviated Magnetic Resonance Imaging for Hepatocellular Carcinoma Surveillance: Non-Contrast versus Hepatobiliary Phase-Abbreviated Magnetic Resonance Imaging
por: Kim, Dong Hwan, et al.
Publicado: (2021)

Measurement of Precuneal and Hippocampal Volumes Using Magnetic Resonance Volumetry in Alzheimer's Disease
por: Ryu, Seon-Young, et al.
Publicado: (2010)

Multilevel and Multiscale Feature Aggregation in Deep Networks for Facial Constitution Classification
por: Huan, Er-Yang, et al.
Publicado: (2019)

Measurement of facial movements with Photoshop software during treatment of facial nerve palsy*
por: Pourmomeny, Abbas Ali, et al.
Publicado: (2011)

Deep Learning-Based Magnetic Resonance Imaging Features in Diagnosis of Perianal Abscess and Fistula Formation
por: Yang, Jun, et al.
Publicado: (2021)

Features of Facial Asymmetry Following Incomplete Recovery from Facial Paralysis
por: Kim, Jin, et al.
Publicado: (2010)

Facial expression is retained in deep networks trained for face identification
por: Colón, Y. Ivette, et al.
Publicado: (2021)

Deep Learning for Identification of Acute Illness and Facial Cues of Illness
por: Forte, Castela, et al.
Publicado: (2021)

Retracted: Magnetic Resonance Imaging Images under Deep Learning in the Identification of Tuberculosis and Pneumonia
por: Healthcare Engineering, Journal of
Publicado: (2023)

Predictive Values of Magnetic Resonance Imaging Features for Tracheostomy in Traumatic Cervical Spinal Cord Injury
por: Jeong, Tae Seok, et al.
Publicado: (2018)

Identification of arthropathy and myopathy of the temporomandibular syndrome by biomechanical facial features
por: Calil, Bruno Coelho, et al.
Publicado: (2020)

Intra-articular Lesions in Chronic Lateral Ankle Instability: Comparison of Arthroscopy with Magnetic Resonance Imaging Findings
por: Cha, Seung Do, et al.
Publicado: (2012)

Prediction of anemia using facial images and deep learning technology in the emergency department
por: Zhang, Aixian, et al.
Publicado: (2022)

Testing software’s changing features with environment-driven abstraction identification
por: Peng, Zedong, et al.
Publicado: (2022)

Magnetic Resonance Imaging Volumetry of Facial Muscles in a Face Transplant Recipient
por: Kantar, Rami S., et al.
Publicado: (2019)

Variability of Gross Tumor Volume Delineation for Stereotactic Body Radiotherapy of the Lung With Tri-(60)Co Magnetic Resonance Image-Guided Radiotherapy System (ViewRay): A Comparative Study With Magnetic Resonance- and Computed Tomography-Based Target Delineation
por: Wee, Chan Woo, et al.
Publicado: (2018)

Uremic Encephalopathy with Atypical Magnetic Resonance Features on Diffusion-Weighted Images
por: Kang, Eugene, et al.
Publicado: (2012)

Identification of a novel KAT6A variant in an infant presenting with facial dysmorphism and developmental delay: a case report and literature review
por: Bae, Soyoung, et al.
Publicado: (2021)

Magnetic Resonance Evaluation of Müllerian Remnants in Mayer-Rokitansky-Küster-Hauser Syndrome
por: Yoo, Roh-Eul, et al.
Publicado: (2013)

A Comparative Study on the Predictive Value of Different Resting-State Functional Magnetic Resonance Imaging Parameters in Preclinical Alzheimer's Disease
por: Wang, Sheng-Min, et al.
Publicado: (2021)

Deep learning-based diagnosis of Alzheimer’s disease using brain magnetic resonance images: an empirical study
por: Kim, Jun Sung, et al.
Publicado: (2022)

Multi-modal magnetic resonance imaging-based grading analysis for gliomas by integrating radiomics and deep features
por: Ning, Zhenyuan, et al.
Publicado: (2021)

Cannot write session to /tmp/vufind_sessions/sess_qmeultahbmgf2io14e5rjkptkm