List of works - Jongeun Choi

Adaptive sampling for learning gaussian processes using mobile sensor networks.

scientific article

Anomaly Detection of Electromyographic Signals.

scientific article published in April 2018

Automated Skeletal Classification with Lateral Cephalometry Based on Artificial Intelligence

scientific article published on 24 January 2020

Automated cephalometric landmark detection with confidence regions using Bayesian convolutional neural networks

scientific article published on 07 October 2020

Biologically-inspired Navigation Strategies for Swarm Intelligence using Spatial Gaussian Processes

scientific article published in 2008

Computational Growth and Remodeling of Abdominal Aortic Aneurysms Constrained by the Spine

scientific article published on September 2015

Contact-Rich <i>SE(3)</i>-Equivariant Robot Manipulation Task Learning via Geometric Impedance Control

scientific article published in February 2024

Cooperatively learning mobile agents for gradient climbing

Diagnosis of obstructive sleep apnea with prediction of flow characteristics according to airway morphology automatically extracted from medical images: Computational fluid dynamics and artificial intelligence approach

scientific article published on 24 June 2021

Differentiable Moving Horizon Estimation for Vehicle Kinematics via Learning Covariance Matrices

scientific article published in January 2023

Distributed Gaussian Process Regression Under Localization Uncertainty

Distributed Gaussian process regression for mobile sensor networks under localization uncertainty

Distributed learning and cooperative control for multi-agent systems

Distributed learning in mobile sensor networks using cross validation

Distributional and hierarchical reinforcement learning for physical systems with noisy state observations and exogenous perturbations

scientific article published in August 2023

Explainable deep learning-based clinical decision support engine for MRI-based automated diagnosis of temporomandibular joint anterior disk displacement

scientific article published in May 2023

Explorative navigation of mobile sensor networks using sparse Gaussian processes

Feasibility of Incorporating Test-Retest Reliability and Model Diversity in Identification of Key Neuromuscular Pathways During Head Position Tracking

scientific article published on 10 January 2019

Fully Bayesian Prediction Algorithms for Mobile Robotic Sensors under Uncertain Localization Using Gaussian Markov Random Fields

scientific article published on 30 August 2018

Hierarchical Primitive Composition: Simultaneous Activation of Skills With Inconsistent Action Dimensions in Multiple Hierarchies

scientific article published in 2022

Integration and Evaluation of an Immersive Virtual Platform

scientific article published in January 2023

Interpretable Deep-Learning Approaches for Osteoporosis Risk Screening and Individualized Feature Analysis Using Large Population-Based Data: Model Development and Performance Evaluation

scientific article published on 13 January 2023

Mobile Sensor Network Navigation Using Gaussian Processes With Truncated Observations

Odor-conditioned rheotaxis of the sea lamprey: modeling, analysis and validation.

scientific article published on 7 November 2013

On parameter estimation for biaxial mechanical behavior of arteries.

scientific article

Optimal control of the spine system.

scientific article published on May 2010

Output feedback control design for quadrotor using recursive least square dynamic inversion

scientific article published in June 2023

Patient-Specific Prediction of Abdominal Aortic Aneurysm Expansion Using Bayesian Calibration

scientific article published on 30 January 2019

Policy Design for an Ankle-Foot Orthosis Using Simulated Physical Human–Robot Interaction via Deep Reinforcement Learning

scientific article published in January 2022

Prediction of Abdominal Aortic Aneurysm Growth using Dynamical Gaussian Process Implicit Surface

scientific article published on 02 July 2018

Prior Distributions of Material Parameters for Bayesian Calibration of Growth and Remodeling Computational Model of Abdominal Aortic Wall

scientific article

Quantitative measures of sagittal plane head-neck control: a test-retest reliability study

scientific article published on 27 November 2014

Reliability of assessing trunk motor control using position and force tracking and stabilization tasks.

scientific article published on 22 October 2013

Scale-Equivariant Object Perception for Autonomous Driving

scientific article published in January 2024

Sea lamprey orient toward a source of a synthesized pheromone using odor-conditioned rheotaxis

scientific article published in 2012

Solutions to the Inverse LQR Problem with Application to Biological Systems Analysis.

scientific article

Suspension Control Strategies Using Switched Soft Actor-Critic Models for Real Roads

scientific article published in January 2023

Swarm intelligence for achieving the global maximum using spatio-temporal Gaussian processes

scientific article published in June 2008

Time-Domain Optimal Experimental Design in Human Seated Postural Control Testing

scientific article

List of works by Jongeun Choi

Adaptive sampling for learning gaussian processes using mobile sensor networks.

Anomaly Detection of Electromyographic Signals.

Automated Skeletal Classification with Lateral Cephalometry Based on Artificial Intelligence

Automated cephalometric landmark detection with confidence regions using Bayesian convolutional neural networks

Biologically-inspired Navigation Strategies for Swarm Intelligence using Spatial Gaussian Processes

Computational Growth and Remodeling of Abdominal Aortic Aneurysms Constrained by the Spine

Contact-Rich <i>SE(3)</i>-Equivariant Robot Manipulation Task Learning via Geometric Impedance Control

Cooperatively learning mobile agents for gradient climbing

Diagnosis of obstructive sleep apnea with prediction of flow characteristics according to airway morphology automatically extracted from medical images: Computational fluid dynamics and artificial intelligence approach

Differentiable Moving Horizon Estimation for Vehicle Kinematics via Learning Covariance Matrices

Distributed Gaussian Process Regression Under Localization Uncertainty

Distributed Gaussian process regression for mobile sensor networks under localization uncertainty

Distributed learning and cooperative control for multi-agent systems

Distributed learning in mobile sensor networks using cross validation

Distributional and hierarchical reinforcement learning for physical systems with noisy state observations and exogenous perturbations

Explainable deep learning-based clinical decision support engine for MRI-based automated diagnosis of temporomandibular joint anterior disk displacement

Explorative navigation of mobile sensor networks using sparse Gaussian processes

Feasibility of Incorporating Test-Retest Reliability and Model Diversity in Identification of Key Neuromuscular Pathways During Head Position Tracking

Fully Bayesian Prediction Algorithms for Mobile Robotic Sensors under Uncertain Localization Using Gaussian Markov Random Fields

Hierarchical Primitive Composition: Simultaneous Activation of Skills With Inconsistent Action Dimensions in Multiple Hierarchies

Integration and Evaluation of an Immersive Virtual Platform

Interpretable Deep-Learning Approaches for Osteoporosis Risk Screening and Individualized Feature Analysis Using Large Population-Based Data: Model Development and Performance Evaluation

Mobile Sensor Network Navigation Using Gaussian Processes With Truncated Observations

Odor-conditioned rheotaxis of the sea lamprey: modeling, analysis and validation.

On parameter estimation for biaxial mechanical behavior of arteries.

Optimal control of the spine system.

Output feedback control design for quadrotor using recursive least square dynamic inversion

Patient-Specific Prediction of Abdominal Aortic Aneurysm Expansion Using Bayesian Calibration

Policy Design for an Ankle-Foot Orthosis Using Simulated Physical Human–Robot Interaction via Deep Reinforcement Learning

Prediction of Abdominal Aortic Aneurysm Growth using Dynamical Gaussian Process Implicit Surface

Prior Distributions of Material Parameters for Bayesian Calibration of Growth and Remodeling Computational Model of Abdominal Aortic Wall

Quantitative measures of sagittal plane head-neck control: a test-retest reliability study

Reliability of assessing trunk motor control using position and force tracking and stabilization tasks.

Scale-Equivariant Object Perception for Autonomous Driving

Sea lamprey orient toward a source of a synthesized pheromone using odor-conditioned rheotaxis

Solutions to the Inverse LQR Problem with Application to Biological Systems Analysis.

Suspension Control Strategies Using Switched Soft Actor-Critic Models for Real Roads

Swarm intelligence for achieving the global maximum using spatio-temporal Gaussian processes

Time-Domain Optimal Experimental Design in Human Seated Postural Control Testing