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A novel deep learning-driven approach for predicting the pelvis soft-tissue deformations toward a real-time interactive childbirth simulation

Engineering applications of artificial intelligence, 2023-11, Vol.126, p.107150, Article 107150

2023

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On the estimation of hip joint centre location with incomplete bone ossification for foetus-specific neuromusculoskeletal modeling

Computer methods in biomechanics and biomedical engineering, 2024-11, Vol.27 (14), p.1984-1998

2024

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Recurrent neural network to predict hyperelastic constitutive behaviors of the skeletal muscle

Medical & biological engineering & computing, 2022-04, Vol.60 (4), p.1177-1185

2022

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A Novel Stereo Camera Fusion Scheme for Generating and Tracking Real-Time 3-D Patient-Specific Head/Face Kinematics and Facial Muscle Movements

IEEE sensors journal, 2023-05, Vol.23 (9), p.9889-9897

2023

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Visual Sensor Fusion With Error Compensation Strategy Toward a Rapid and Low-Cost 3D Scanning System for the Lower Residual Limb

IEEE sensors journal, 2020-12, Vol.20 (24), p.15043-15052

2020

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From deep learning to transfer learning for the prediction of skeletal muscle forces

Medical & biological engineering & computing, 2019-05, Vol.57 (5), p.1049-1058

Dao, Tien Tuan

2019

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Enhanced head-skull shape learning using statistical modeling and topological features

Medical & biological engineering & computing, 2022-02, Vol.60 (2), p.559-581

2022

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Enhanced facial expression recognition using 3D point sets and geometric deep learning

Medical & biological engineering & computing, 2021-06, Vol.59 (6), p.1235-1244

2021

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A statistical shape modeling approach for predicting subject-specific human skull from head surface

Medical & biological engineering & computing, 2020-10, Vol.58 (10), p.2355-2373

2020

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Real-time computer vision system for tracking simultaneously subject-specific rigid head and non-rigid facial mimic movements using a contactless sensor and system of systems approach

Computer methods and programs in biomedicine, 2020-07, Vol.191, p.105410-105410, Article 105410

2020

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Human locomotion with reinforcement learning using bioinspired reward reshaping strategies

Medical & biological engineering & computing, 2021, Vol.59 (1), p.243-256

2021

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HyperMSM: A new MSM variant for efficient simulation of dynamic soft-tissue deformations

Computer methods and programs in biomedicine, 2022-04, Vol.216, p.106659-106659, Article 106659

2022

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Multiphysics and multiscale modeling of uterine contractions: integrating electrical dynamics and soft tissue deformation with fiber orientation

Medical & biological engineering & computing, 2024-03, Vol.62 (3), p.791-816

2024

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A Systematic Review of Real-Time Medical Simulations with Soft-Tissue Deformation: Computational Approaches, Interaction Devices, System Architectures, and Clinical Validations

Applied bionics and biomechanics, 2020, Vol.2020 (2020), p.1-30

2020

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Novel hybrid rigid-deformable fetal modeling for simulating the vaginal delivery within the second stage of labor

Computer methods and programs in biomedicine, 2024-06, Vol.250, p.108168-108168, Article 108168

2024

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Automatic part segmentation for full newborn skeleton-articulated geometries using geometric deep learning and 3D point cloud

International journal of biomedical engineering and technology, 2024, Vol.46 (2), p.101-115

2024

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A statistical shape modelling method for predicting the human head from the face

International journal of biomedical engineering and technology, 2024, Vol.46 (1), p.1-26

2024

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Novel Baseline Facial Muscle Database Using Statistical Shape Modeling and In Silico Trials toward Decision Support for Facial Rehabilitation

Bioengineering (Basel), 2023-06, Vol.10 (6), p.737

2023

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Fast soft-tissue deformations coupled with mixed reality toward the next-generation childbirth training simulator

Medical & biological engineering & computing, 2023-08, Vol.61 (8), p.2207-2226

2023

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Fast 3D Face Reconstruction from a Single Image Using Different Deep Learning Approaches for Facial Palsy Patients

Bioengineering (Basel), 2022-10, Vol.9 (11), p.619

2022

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Crack Propagation in the Tibia Bone within Total Knee Replacement Using the eXtended Finite Element Method

Applied sciences, 2021-05, Vol.11 (10), p.4435

2021

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Computer-aided parametric prosthetic socket design based on real-time soft tissue deformation and an inverse approach

The Visual computer, 2022-03, Vol.38 (3), p.919-937

2022

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Deep reinforcement learning coupled with musculoskeletal modelling for a better understanding of elderly falls

Medical & biological engineering & computing, 2022-06, Vol.60 (6), p.1745-1761

2022

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Foetus-specific neuromusculoskeletal modelling with MRI-driven vaginal delivery kinematics during the second stage of labor

Computer methods in biomechanics and biomedical engineering, 2024-05, p.1-14

2024

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On the uncertainty quantification of the active uterine contraction during the second stage of labor simulation

Medical & biological engineering & computing, 2024-07, Vol.62 (7), p.2145-2164

2024

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A novel deep learning-driven approach for predicting the pelvis soft-tissue deformations toward a real-time interactive childbirth simulation

On the estimation of hip joint centre location with incomplete bone ossification for foetus-specific neuromusculoskeletal modeling

Recurrent neural network to predict hyperelastic constitutive behaviors of the skeletal muscle

A Novel Stereo Camera Fusion Scheme for Generating and Tracking Real-Time 3-D Patient-Specific Head/Face Kinematics and Facial Muscle Movements

Visual Sensor Fusion With Error Compensation Strategy Toward a Rapid and Low-Cost 3D Scanning System for the Lower Residual Limb

From deep learning to transfer learning for the prediction of skeletal muscle forces

Enhanced head-skull shape learning using statistical modeling and topological features

Enhanced facial expression recognition using 3D point sets and geometric deep learning

A statistical shape modeling approach for predicting subject-specific human skull from head surface

Real-time computer vision system for tracking simultaneously subject-specific rigid head and non-rigid facial mimic movements using a contactless sensor and system of systems approach

Human locomotion with reinforcement learning using bioinspired reward reshaping strategies

HyperMSM: A new MSM variant for efficient simulation of dynamic soft-tissue deformations

Multiphysics and multiscale modeling of uterine contractions: integrating electrical dynamics and soft tissue deformation with fiber orientation

A Systematic Review of Real-Time Medical Simulations with Soft-Tissue Deformation: Computational Approaches, Interaction Devices, System Architectures, and Clinical Validations

Novel hybrid rigid-deformable fetal modeling for simulating the vaginal delivery within the second stage of labor

Automatic part segmentation for full newborn skeleton-articulated geometries using geometric deep learning and 3D point cloud

A statistical shape modelling method for predicting the human head from the face

Novel Baseline Facial Muscle Database Using Statistical Shape Modeling and In Silico Trials toward Decision Support for Facial Rehabilitation

Fast soft-tissue deformations coupled with mixed reality toward the next-generation childbirth training simulator

Fast 3D Face Reconstruction from a Single Image Using Different Deep Learning Approaches for Facial Palsy Patients

Crack Propagation in the Tibia Bone within Total Knee Replacement Using the eXtended Finite Element Method

Computer-aided parametric prosthetic socket design based on real-time soft tissue deformation and an inverse approach

Deep reinforcement learning coupled with musculoskeletal modelling for a better understanding of elderly falls

Foetus-specific neuromusculoskeletal modelling with MRI-driven vaginal delivery kinematics during the second stage of labor

On the uncertainty quantification of the active uterine contraction during the second stage of labor simulation

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