AIMC Topic: Face

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Automated orofacial virtual patient creation: A proof of concept.

Journal of dentistry Oct 2, 2024
OBJECTIVES: To (1) construct a virtual patient (VP) using facial scan, intraoral scan, and low-dose computed tomography scab based on an Artificial intelligence (AI)-approach, (2) quantitatively compare it with AI-refined and semi-automatic registrat...
Humans Patient Care Planning Female Adult Male Artificial Intelligence Software Tomography, X-Ray Computed User-Computer Interface Patient Satisfaction Imaging, Three-Dimensional Face Image Processing, Computer-Assisted Proof of Concept Study
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Diagnosis and Screening of Velocardiofacial Syndrome by Evaluating Facial Photographs Using a Deep Learning-Based Algorithm.

Plastic and reconstructive surgery Oct 1, 2024
BACKGROUND: Early detection of rare genetic diseases, including velocardiofacial syndrome (VCFS), is essential for patient well-being. However, the rarity of these diseases and limited clinical experience of physicians make diagnosis challenging. Dee...
Algorithms Female Male Humans Neural Networks, Computer Automated Facial Recognition Face Photography DiGeorge Syndrome Deep Learning Child, Preschool Child
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Maxillofacial bone movements-aware dual graph convolution approach for postoperative facial appearance prediction.

Medical image analysis Sep 19, 2024
Postoperative facial appearance prediction is vital for surgeons to make orthognathic surgical plans and communicate with patients. Conventional biomechanical prediction methods require heavy computations and time-consuming manual operations which ha...
Humans Deep Learning Image Processing, Computer-Assisted Facial Bones Face Orthognathic Surgical Procedures Movement
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Facial Action Unit Representation Based on Self-Supervised Learning With Ensembled Priori Constraints.

IEEE transactions on image processing : a publication of the IEEE Signal Processing Society Sep 17, 2024
Facial action units (AUs) focus on a comprehensive set of atomic facial muscle movements for human expression understanding. Based on supervised learning, discriminative AU representation can be achieved from local patches where the AUs are located. ...
Facial Expression Facial Muscles Supervised Machine Learning Video Recording Humans Face Algorithms Databases, Factual Image Processing, Computer-Assisted
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AnyFace++: Deep Multi-Task, Multi-Domain Learning for Efficient Face AI.

Sensors (Basel, Switzerland) Sep 15, 2024
Accurate face detection and subsequent localization of facial landmarks are mandatory steps in many computer vision applications, such as emotion recognition, age estimation, and gender identification. Thanks to advancements in deep learning, numerou...
Emotions Face Female Male Deep Learning Humans Algorithms
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Mild cognitive impairment prediction based on multi-stream convolutional neural networks.

BMC bioinformatics Sep 12, 2024
BACKGROUND: Mild cognitive impairment (MCI) is the transition stage between the cognitive decline expected in normal aging and more severe cognitive decline such as dementia. The early diagnosis of MCI plays an important role in human healthcare. Cur...
Female Aged Male Humans Face Neural Networks, Computer Cognitive Dysfunction Machine Learning Video Recording
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Research on fatigue detection of flight trainees based on face EMF feature model combination with PSO-CNN algorithm.

Scientific reports Sep 4, 2024
Even though the capability of aircraft manufacturing has improved, human factors still play a pivotal role in flight accidents. For example, fatigue-related accidents are a common factor in human-led accidents. Hence, pilots' precise fatigue detectio...
Accidents, Aviation Pilots Aircraft Face Fatigue Neural Networks, Computer Machine Learning Algorithms Humans
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Grading facial aging: Comparing the clinical assessments made by three dermatologists with those obtained by an AI-based scoring system that analyses selfie pictures. A focus on Chinese subjects of both genders.

International journal of cosmetic science Sep 1, 2024
OBJECTIVE: The objective of this study is to assess the correspondence, in live conditions, between clinical gradings of facial aging signs by three dermatologists and those afforded by an automatic AI-based algorithm that analyses smartphones' selfi...
China Adolescent Smartphone Adult Male Middle Aged Face Skin Aging East Asian People Dermatologists Asian People Humans Artificial Intelligence Female Young Adult
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Enhancing facial feature de-identification in multiframe brain images: A generative adversarial network approach.

Progress in brain research Aug 31, 2024
The collection of head images for public datasets in the field of brain science has grown remarkably in recent years, underscoring the need for robust de-identification methods to adhere with privacy regulations. This paper elucidates a novel deep le...
Magnetic Resonance Imaging Tomography, X-Ray Computed Humans Deep Learning Face Neural Networks, Computer Image Processing, Computer-Assisted Brain
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TriCAFFNet: A Tri-Cross-Attention Transformer with a Multi-Feature Fusion Network for Facial Expression Recognition.

Sensors (Basel, Switzerland) Aug 21, 2024
In recent years, significant progress has been made in facial expression recognition methods. However, tasks related to facial expression recognition in real environments still require further research. This paper proposes a tri-cross-attention trans...
Humans Facial Expression Automated Facial Recognition Neural Networks, Computer Face Algorithms Pattern Recognition, Automated Image Processing, Computer-Assisted
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