David B. Camarillo

Publication Activity (10 Years)

Years Active: 2007-2024
Publications (10 Years): 23

Top Topics

Convolutional Neural Network

Traumatic Brain Injury

Autonomous Control

Top Venues

IEEE Trans. Biomed. Eng.

IEEE Robotics Autom. Lett.

Publications

Xianghao Zhan, Yuzhe Liu, Nicholas J. Cecchi, Olivier Gevaert, Michael M. Zeineh, Gerald A. Grant, David B. Camarillo
Brain Deformation Estimation With Transfer Learning for Head Impact Datasets Across Impact Types. IEEE Trans. Biomed. Eng. 71 (6) (2024)
Xianghao Zhan, Jiawei Sun, Yuzhe Liu, Nicholas J. Cecchi, Enora Le Flao, Olivier Gevaert, Michael M. Zeineh, David B. Camarillo
Toward more accurate and generalizable brain deformation estimators for traumatic brain injury detection with unsupervised domain adaptation. CoRR (2023)
Xianghao Zhan, Yuzhe Liu, Nicholas J. Cecchi, Ashlyn A. Callan, Enora Le Flao, Olivier Gevaert, Michael M. Zeineh, Gerald A. Grant, David B. Camarillo
Denoising instrumented mouthguard measurements of head impact kinematics with a convolutional neural network. CoRR (2022)
Xianghao Zhan, Yuzhe Liu, Nicholas J. Cecchi, Olivier Gevaert, Michael M. Zeineh, Gerald A. Grant, David B. Camarillo
Finding the Spatial Co-Variation of Brain Deformation With Principal Component Analysis. IEEE Trans. Biomed. Eng. 69 (10) (2022)
Xianghao Zhan, Yuzhe Liu, Nicholas J. Cecchi, Olivier Gevaert, Michael M. Zeineh, Gerald A. Grant, David B. Camarillo
Rapidly and accurately estimating brain strain and strain rate across head impact types with transfer learning and data fusion. CoRR (2021)
Samuel J. Raymond, Nicholas J. Cecchi, Hossein Vahid Alizadeh, Ashlyn A. Callan, Eli Rice, Yuzhe Liu, Zhou Zhou, Michael Zeineh, David B. Camarillo
Physics-informed machine learning improves detection of head impacts. CoRR (2021)
Xianghao Zhan, Yuzhe Liu, Nicholas J. Cecchi, Olivier Gevaert, Michael M. Zeineh, Gerald A. Grant, David B. Camarillo
Data-driven decomposition of brain dynamics with principal component analysis in different types of head impacts. CoRR (2021)
Xianghao Zhan, Yiheng Li, Yuzhe Liu, Nicholas J. Cecchi, Olivier Gevaert, Michael M. Zeineh, Gerald A. Grant, David B. Camarillo
Kinematics clustering enables head impact subtyping for better traumatic brain injury prediction. CoRR (2021)
Xianghao Zhan, Yuzhe Liu, Samuel J. Raymond, Hossein Vahid Alizadeh, August G. Domel, Olivier Gevaert, Michael M. Zeineh, Gerald A. Grant, David B. Camarillo
Rapid Estimation of Entire Brain Strain Using Deep Learning Models. IEEE Trans. Biomed. Eng. 68 (11) (2021)
Samuel J. Raymond, David B. Camarillo
Applying physics-based loss functions to neural networks for improved generalizability in mechanics problems. CoRR (2021)
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
Predictive Factors of Kinematics in Traumatic Brain Injury from Head Impacts Based on Statistical Interpretation. CoRR (2021)
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
Classification of head impacts based on the spectral density of measurable kinematics. CoRR (2021)
Xianghao Zhan, Yuzhe Liu, Samuel J. Raymond, Hossein Vahid Alizadeh, August G. Domel, Olivier Gevaert, Michael Zeineh, Gerald A. Grant, David B. Camarillo
Deep Learning Head Model for Real-time Estimation of Entire Brain Deformation in Concussion. CoRR (2020)
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
A New Open-Access Platform for Measuring and Sharing mTBI Data. CoRR (2020)
Jake Sganga, David Eng, Chauncey Graetzel, David B. Camarillo
Deep Learning for Localization in the Lung. CoRR (2019)
Jake Sganga, David Eng, Chauncey Graetzel, David B. Camarillo
Autonomous Driving in the Lung using Deep Learning for Localization. CoRR (2019)
Daniel Meyer, Martin Luis Perez Colon, Hossein Vahid Alizadeh, Lisa Su, Barry Behr, David B. Camarillo
Orienting Oocytes using Vibrations for In-Vitro Fertilization Procedures. ICRA (2019)
Jake Sganga, David Eng, Chauncey Graetzel, David B. Camarillo
OffsetNet: Deep Learning for Localization in the Lung using Rendered Images. ICRA (2019)
Michael Fanton, Calvin Kuo, Jake Sganga, Fidel Hernandez, David B. Camarillo
Dependency of Head Impact Rotation on Head-Neck Positioning and Soft Tissue Forces. IEEE Trans. Biomed. Eng. 66 (4) (2019)
Jake Sganga, David Eng, Chauncey Graetzel, David B. Camarillo
OffsetNet: Deep Learning for Localization in the Lung using Rendered Images. CoRR (2018)
Jake Sganga, David B. Camarillo
Orientation estimation of a continuum manipulator in a phantom lung. ICRA (2017)
Michael C. Yip, Jake Sganga, David B. Camarillo
Autonomous Control of Continuum Robot Manipulators for Complex Cardiac Ablation Tasks. J. Medical Robotics Res. 2 (1) (2017)
Michael C. Yip, David B. Camarillo
Model-Less Hybrid Position/Force Control: A Minimalist Approach for Continuum Manipulators in Unknown, Constrained Environments. IEEE Robotics Autom. Lett. 1 (2) (2016)
Michael C. Yip, David B. Camarillo
Model-Less Feedback Control of Continuum Manipulators in Constrained Environments. IEEE Trans. Robotics 30 (4) (2014)
Lyndia C. Wu, Livia Zarnescu, Vaibhav Nangia, Bruce Cam, David B. Camarillo
A Head Impact Detection System Using SVM Classification and Proximity Sensing in an Instrumented Mouthguard. IEEE Trans. Biomed. Eng. 61 (11) (2014)
Kevin E. Loewke, David B. Camarillo, Wibool Piyawattanametha, Michael J. Mandella, Christopher H. Contag, Sebastian Thrun, J. Kenneth Salisbury
In Vivo Micro-Image Mosaicing. IEEE Trans. Biomed. Eng. 58 (1) (2011)
David B. Camarillo, Christopher R. Carlson, J. Kenneth Salisbury
Configuration Tracking for Continuum Manipulators With Coupled Tendon Drive. IEEE Trans. Robotics 25 (4) (2009)
David B. Camarillo, C. F. Milne, Christopher R. Carlson, Michael R. Zinn, J. Kenneth Salisbury
Mechanics Modeling of Tendon-Driven Continuum Manipulators. IEEE Trans. Robotics 24 (6) (2008)
David B. Camarillo, Kevin E. Loewke, Christopher R. Carlson, J. Kenneth Salisbury
Vision based 3-D shape sensing of flexible manipulators. ICRA (2008)
David B. Camarillo, Christopher R. Carlson, J. Kenneth Salisbury
Task-Space Control of Continuum Manipulators with Coupled Tendon Drive. ISER (2008)
Kevin E. Loewke, David B. Camarillo, Kenneth Salisbury, Sebastian Thrun
Deformable Image Mosaicing for Optical Biopsy. ICCV (2007)
Kevin E. Loewke, David B. Camarillo, Christopher A. Jobst, J. Kenneth Salisbury
Real-Time Image Mosaicing for Medical Applications. MMVR (2007)