David B. Camarillo

According to our database, David B. Camarillo authored at least 33 papers between 2007 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

AI-Based Denoising of Head Impact Kinematics Measurements With Convolutional Neural Network for Traumatic Brain Injury Prediction.

Xianghao Zhan, Yuzhe Liu, Nicholas J. Cecchi, Ashlyn A. Callan, Enora Le Flao, Olivier Gevaert, Michael M. Zeineh, Gerald A. Grant, David B. Camarillo

IEEE Trans. Biomed. Eng., September, 2024

Brain Deformation Estimation With Transfer Learning for Head Impact Datasets Across Impact Types.

Xianghao Zhan, Yuzhe Liu, Nicholas J. Cecchi, Olivier Gevaert, Michael M. Zeineh, Gerald A. Grant, David B. Camarillo

IEEE Trans. Biomed. Eng., June, 2024

Identification of head impact locations, speeds, and force based on head kinematics.

Xianghao Zhan, Yuzhe Liu, Nicholas J. Cecchi, Jessica Towns, Ashlyn A. Callan, Olivier Gevaert, Michael M. Zeineh, David B. Camarillo

CoRR, 2024

2023

Toward more accurate and generalizable brain deformation estimators for traumatic brain injury detection with unsupervised domain adaptation.

Xianghao Zhan, Jiawei Sun, Yuzhe Liu, Nicholas J. Cecchi, Enora Le Flao, Olivier Gevaert, Michael M. Zeineh, David B. Camarillo

CoRR, 2023

2022

Finding the Spatial Co-Variation of Brain Deformation With Principal Component Analysis.

Xianghao Zhan, Yuzhe Liu, Nicholas J. Cecchi, Olivier Gevaert, Michael M. Zeineh, Gerald A. Grant, David B. Camarillo

IEEE Trans. Biomed. Eng., 2022

Denoising instrumented mouthguard measurements of head impact kinematics with a convolutional neural network.

Xianghao Zhan, Yuzhe Liu, Nicholas J. Cecchi, Ashlyn A. Callan, Enora Le Flao, Olivier Gevaert, Michael M. Zeineh, Gerald A. Grant, David B. Camarillo

CoRR, 2022

2021

Rapid Estimation of Entire Brain Strain Using Deep Learning Models.

Xianghao Zhan, Yuzhe Liu, Samuel J. Raymond, Hossein Vahid Alizadeh, August G. Domel, Olivier Gevaert, Michael M. Zeineh, Gerald A. Grant, David B. Camarillo

IEEE Trans. Biomed. Eng., 2021

Data-driven decomposition of brain dynamics with principal component analysis in different types of head impacts.

Xianghao Zhan, Yuzhe Liu, Nicholas J. Cecchi, Olivier Gevaert, Michael M. Zeineh, Gerald A. Grant, David B. Camarillo

CoRR, 2021

Rapidly and accurately estimating brain strain and strain rate across head impact types with transfer learning and data fusion.

Xianghao Zhan, Yuzhe Liu, Nicholas J. Cecchi, Olivier Gevaert, Michael M. Zeineh, Gerald A. Grant, David B. Camarillo

CoRR, 2021

Physics-informed machine learning improves detection of head impacts.

Samuel J. Raymond, Nicholas J. Cecchi, Hossein Vahid Alizadeh, Ashlyn A. Callan, Eli Rice, Yuzhe Liu, Zhou Zhou, Michael Zeineh, David B. Camarillo

CoRR, 2021

Kinematics clustering enables head impact subtyping for better traumatic brain injury prediction.

Xianghao Zhan, Yiheng Li, Yuzhe Liu, Nicholas J. Cecchi, Olivier Gevaert, Michael M. Zeineh, Gerald A. Grant, David B. Camarillo

CoRR, 2021

Applying physics-based loss functions to neural networks for improved generalizability in mechanics problems.

Samuel J. Raymond, David B. Camarillo

CoRR, 2021

Classification of head impacts based on the spectral density of measurable kinematics.

Xianghao Zhan, Yiheng Li, Yuzhe Liu, Nicholas J. Cecchi, Samuel J. Raymond, Zhou Zhou, Hossein Vahid Alizadeh, Jesse Ruan, Saeed Barbat, Stephen Tiernan, Olivier Gevaert, Michael M. Zeineh, Gerald A. Grant, David B. Camarillo

CoRR, 2021

Predictive Factors of Kinematics in Traumatic Brain Injury from Head Impacts Based on Statistical Interpretation.

Xianghao Zhan, Yiheng Li, Yuzhe Liu, August G. Domel, Hossein Vahid Alizadeh, Zhou Zhou, Nicholas J. Cecchi, Stephen Tiernan, Jesse Ruan, Saeed Barbat, Olivier Gevaert, Michael Zeineh, Gerald A. Grant, David B. Camarillo

CoRR, 2021

2020

Deep Learning Head Model for Real-time Estimation of Entire Brain Deformation in Concussion.

Xianghao Zhan, Yuzhe Liu, Samuel J. Raymond, Hossein Vahid Alizadeh, August G. Domel, Olivier Gevaert, Michael Zeineh, Gerald A. Grant, David B. Camarillo

CoRR, 2020

A New Open-Access Platform for Measuring and Sharing mTBI Data.

August G. Domel, Samuel J. Raymond, Chiara Giordano, Yuzhe Liu, Seyed Abdolmajid Yousefsani, Michael Fanton, Ileana Pirozzi, Ali Kight, Brett Avery, Athanasia Boumis, Tyler Fetters, Simran Jandu, William M. Mehring, Sam Monga, Nicole Mouchawar, India Rangel, Eli Rice, Pritha Roy, Sohrab Sami, Heer Singh, Lyndia C. Wu, Calvin Kuo, Michael Zeineh, Gerald A. Grant, David B. Camarillo

CoRR, 2020

2019

Dependency of Head Impact Rotation on Head-Neck Positioning and Soft Tissue Forces.

Michael Fanton, Calvin Kuo, Jake Sganga, Fidel Hernandez, David B. Camarillo

IEEE Trans. Biomed. Eng., 2019

Autonomous Driving in the Lung using Deep Learning for Localization.

Jake Sganga, David Eng, Chauncey Graetzel, David B. Camarillo

CoRR, 2019

Deep Learning for Localization in the Lung.

Jake Sganga, David Eng, Chauncey Graetzel, David B. Camarillo

CoRR, 2019

OffsetNet: Deep Learning for Localization in the Lung using Rendered Images.

Jake Sganga, David Eng, Chauncey Graetzel, David B. Camarillo

Proceedings of the International Conference on Robotics and Automation, 2019

Orienting Oocytes using Vibrations for In-Vitro Fertilization Procedures.

Daniel Meyer, Martin Luis Perez Colon, Hossein Vahid Alizadeh, Lisa Su, Barry Behr, David B. Camarillo

Proceedings of the International Conference on Robotics and Automation, 2019

2017

Autonomous Control of Continuum Robot Manipulators for Complex Cardiac Ablation Tasks.

Michael C. Yip, Jake Sganga, David B. Camarillo

J. Medical Robotics Res., 2017

Orientation estimation of a continuum manipulator in a phantom lung.

Jake Sganga, David B. Camarillo

Proceedings of the 2017 IEEE International Conference on Robotics and Automation, 2017

2016

Model-Less Hybrid Position/Force Control: A Minimalist Approach for Continuum Manipulators in Unknown, Constrained Environments.

Michael C. Yip, David B. Camarillo

IEEE Robotics Autom. Lett., 2016

2014

Model-Less Feedback Control of Continuum Manipulators in Constrained Environments.

Michael C. Yip, David B. Camarillo

IEEE Trans. Robotics, 2014

A Head Impact Detection System Using SVM Classification and Proximity Sensing in an Instrumented Mouthguard.

Lyndia C. Wu, Livia Zarnescu, Vaibhav Nangia, Bruce Cam, David B. Camarillo

IEEE Trans. Biomed. Eng., 2014

2011

In Vivo Micro-Image Mosaicing.

Kevin E. Loewke, David B. Camarillo, Wibool Piyawattanametha, Michael J. Mandella, Christopher H. Contag, Sebastian Thrun, J. Kenneth Salisbury

IEEE Trans. Biomed. Eng., 2011

2009

Configuration Tracking for Continuum Manipulators With Coupled Tendon Drive.

David B. Camarillo, Christopher R. Carlson, J. Kenneth Salisbury

IEEE Trans. Robotics, 2009

2008

Mechanics Modeling of Tendon-Driven Continuum Manipulators.

David B. Camarillo, C. F. Milne, Christopher R. Carlson, Michael R. Zinn, J. Kenneth Salisbury

IEEE Trans. Robotics, 2008

Task-Space Control of Continuum Manipulators with Coupled Tendon Drive.

David B. Camarillo, Christopher R. Carlson, J. Kenneth Salisbury

Proceedings of the Experimental Robotics, The Eleventh International Symposium, 2008

Vision based 3-D shape sensing of flexible manipulators.

David B. Camarillo, Kevin E. Loewke, Christopher R. Carlson, J. Kenneth Salisbury

Proceedings of the 2008 IEEE International Conference on Robotics and Automation, 2008

2007

Real-Time Image Mosaicing for Medical Applications.

Kevin E. Loewke, David B. Camarillo, Christopher A. Jobst, J. Kenneth Salisbury

Proceedings of the Medicine Meets Virtual Reality 15, 2007

Deformable Image Mosaicing for Optical Biopsy.

Kevin E. Loewke, David B. Camarillo, Kenneth Salisbury, Sebastian Thrun

Proceedings of the IEEE 11th International Conference on Computer Vision, 2007