David B. Camarillo

36 papers A* 5Journal 29Unranked 2
YearRankTypeTitle / Venue / Authors
2026 J jnl
AI-Based Identification of Head Impact Locations, Speeds, and Force Based on Head Kinematics Simulations.
IEEE Trans. Biomed. Eng.
Xianghao Zhan, Yuzhe Liu, Nicholas J. Cecchi, Jessica Towns, Ashlyn A. Callan, Olivier Gevaert, Michael M. Zeineh, David B. Camarillo
2025 J jnl
Local and global effects of inertial force components producing brain strain during head impacts.
Comput. Biol. Medicine
Xianghao Zhan, Yuzhe Liu, August G. Domel, Michael Fanton, Zhou Zhou, Samuel J. Raymond, Hossein Vahid Alizadeh, Nicholas J. Cecchi, Michael M. Zeineh, Gerald G. Grant, David B. Camarillo, Svein Kleiven
2024 J jnl
AI-Based Denoising of Head Impact Kinematics Measurements With Convolutional Neural Network for Traumatic Brain Injury Prediction.
IEEE Trans. Biomed. Eng.
Xianghao Zhan, Yuzhe Liu, Nicholas J. Cecchi, Ashlyn A. Callan, Enora Le Flao, Olivier Gevaert, Michael M. Zeineh, Gerald A. Grant, David B. Camarillo
2024 J jnl
Brain Deformation Estimation With Transfer Learning for Head Impact Datasets Across Impact Types.
IEEE Trans. Biomed. Eng.
Xianghao Zhan, Yuzhe Liu, Nicholas J. Cecchi, Olivier Gevaert, Michael M. Zeineh, Gerald A. Grant, David B. Camarillo
2024 J jnl
Identification of head impact locations, speeds, and force based on head kinematics.
CoRR
Xianghao Zhan, Yuzhe Liu, Nicholas J. Cecchi, Jessica Towns, Ashlyn A. Callan, Olivier Gevaert, Michael M. Zeineh, David B. Camarillo
2023 J jnl
Toward more accurate and generalizable brain deformation estimators for traumatic brain injury detection with unsupervised domain adaptation.
CoRR
Xianghao Zhan, Jiawei Sun, Yuzhe Liu, Nicholas J. Cecchi, Enora Le Flao, Olivier Gevaert, Michael M. Zeineh, David B. Camarillo
2022 J jnl
Denoising instrumented mouthguard measurements of head impact kinematics with a convolutional neural network.
CoRR
Xianghao Zhan, Yuzhe Liu, Nicholas J. Cecchi, Ashlyn A. Callan, Enora Le Flao, Olivier Gevaert, Michael M. Zeineh, Gerald A. Grant, David B. Camarillo
2022 J jnl
Finding the Spatial Co-Variation of Brain Deformation With Principal Component Analysis.
IEEE Trans. Biomed. Eng.
Xianghao Zhan, Yuzhe Liu, Nicholas J. Cecchi, Olivier Gevaert, Michael M. Zeineh, Gerald A. Grant, David B. Camarillo
2021 J jnl
Applying physics-based loss functions to neural networks for improved generalizability in mechanics problems.
CoRR
Samuel J. Raymond, David B. Camarillo
2021 J jnl
Classification of head impacts based on the spectral density of measurable kinematics.
CoRR
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
2021 J jnl
Data-driven decomposition of brain dynamics with principal component analysis in different types of head impacts.
CoRR
Xianghao Zhan, Yuzhe Liu, Nicholas J. Cecchi, Olivier Gevaert, Michael M. Zeineh, Gerald A. Grant, David B. Camarillo
2021 J jnl
Kinematics clustering enables head impact subtyping for better traumatic brain injury prediction.
CoRR
Xianghao Zhan, Yiheng Li, Yuzhe Liu, Nicholas J. Cecchi, Olivier Gevaert, Michael M. Zeineh, Gerald A. Grant, David B. Camarillo
2021 J jnl
Physics-informed machine learning improves detection of head impacts.
CoRR
Samuel J. Raymond, Nicholas J. Cecchi, Hossein Vahid Alizadeh, Ashlyn A. Callan, Eli Rice, Yuzhe Liu, Zhou Zhou, Michael Zeineh, David B. Camarillo
2021 J jnl
Predictive Factors of Kinematics in Traumatic Brain Injury from Head Impacts Based on Statistical Interpretation.
CoRR
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
2021 J jnl
Rapid Estimation of Entire Brain Strain Using Deep Learning Models.
IEEE Trans. Biomed. Eng.
Xianghao Zhan, Yuzhe Liu, Samuel J. Raymond, Hossein Vahid Alizadeh, August G. Domel, Olivier Gevaert, Michael M. Zeineh, Gerald A. Grant, David B. Camarillo
2021 J jnl
Rapidly and accurately estimating brain strain and strain rate across head impact types with transfer learning and data fusion.
CoRR
Xianghao Zhan, Yuzhe Liu, Nicholas J. Cecchi, Olivier Gevaert, Michael M. Zeineh, Gerald A. Grant, David B. Camarillo
2020 J jnl
A New Open-Access Platform for Measuring and Sharing mTBI Data.
CoRR
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
2020 J jnl
Deep Learning Head Model for Real-time Estimation of Entire Brain Deformation in Concussion.
CoRR
Xianghao Zhan, Yuzhe Liu, Samuel J. Raymond, Hossein Vahid Alizadeh, August G. Domel, Olivier Gevaert, Michael Zeineh, Gerald A. Grant, David B. Camarillo
2019 J jnl
Autonomous Driving in the Lung using Deep Learning for Localization.
CoRR
Jake Sganga, David Eng, Chauncey Graetzel, David B. Camarillo
2019 J jnl
Deep Learning for Localization in the Lung.
CoRR
Jake Sganga, David Eng, Chauncey Graetzel, David B. Camarillo
2019 J jnl
Dependency of Head Impact Rotation on Head-Neck Positioning and Soft Tissue Forces.
IEEE Trans. Biomed. Eng.
Michael Fanton, Calvin Kuo, Jake Sganga, Fidel Hernandez, David B. Camarillo
2019 A* conf
OffsetNet: Deep Learning for Localization in the Lung using Rendered Images.
ICRA
Jake Sganga, David Eng, Chauncey Graetzel, David B. Camarillo
2019 A* conf
Orienting Oocytes using Vibrations for In-Vitro Fertilization Procedures.
ICRA
Daniel Meyer, Martin Luis Perez Colon, Hossein Vahid Alizadeh, Lisa Su, Barry Behr, David B. Camarillo
2018 J jnl
OffsetNet: Deep Learning for Localization in the Lung using Rendered Images.
CoRR
Jake Sganga, David Eng, Chauncey Graetzel, David B. Camarillo
2017 J jnl
Autonomous Control of Continuum Robot Manipulators for Complex Cardiac Ablation Tasks.
J. Medical Robotics Res.
Michael C. Yip, Jake Sganga, David B. Camarillo
2017 A* conf
Orientation estimation of a continuum manipulator in a phantom lung.
ICRA
Jake Sganga, David B. Camarillo
2016 J jnl
Model-Less Hybrid Position/Force Control: A Minimalist Approach for Continuum Manipulators in Unknown, Constrained Environments.
IEEE Robotics Autom. Lett.
Michael C. Yip, David B. Camarillo
2014 J jnl
A Head Impact Detection System Using SVM Classification and Proximity Sensing in an Instrumented Mouthguard.
IEEE Trans. Biomed. Eng.
Lyndia C. Wu, Livia Zarnescu, Vaibhav Nangia, Bruce Cam, David B. Camarillo
2014 J jnl
Model-Less Feedback Control of Continuum Manipulators in Constrained Environments.
IEEE Trans. Robotics
Michael C. Yip, David B. Camarillo
2011 J jnl
In Vivo Micro-Image Mosaicing.
IEEE Trans. Biomed. Eng.
Kevin E. Loewke, David B. Camarillo, Wibool Piyawattanametha, Michael J. Mandella, Christopher H. Contag, Sebastian Thrun, J. Kenneth Salisbury
2009 J jnl
Configuration Tracking for Continuum Manipulators With Coupled Tendon Drive.
IEEE Trans. Robotics
David B. Camarillo, Christopher R. Carlson, J. Kenneth Salisbury
2008 J jnl
Mechanics Modeling of Tendon-Driven Continuum Manipulators.
IEEE Trans. Robotics
David B. Camarillo, C. F. Milne, Christopher R. Carlson, Michael R. Zinn, J. Kenneth Salisbury
2008 — conf
Task-Space Control of Continuum Manipulators with Coupled Tendon Drive.
ISER
David B. Camarillo, Christopher R. Carlson, J. Kenneth Salisbury
2008 A* conf
Vision based 3-D shape sensing of flexible manipulators.
ICRA
David B. Camarillo, Kevin E. Loewke, Christopher R. Carlson, J. Kenneth Salisbury
2007 A* conf
Deformable Image Mosaicing for Optical Biopsy.
ICCV
Kevin E. Loewke, David B. Camarillo, Kenneth Salisbury, Sebastian Thrun
2007 — conf
Real-Time Image Mosaicing for Medical Applications.
MMVR
Kevin E. Loewke, David B. Camarillo, Christopher A. Jobst, J. Kenneth Salisbury