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David B. Camarillo
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2020 – today
- 2024
- [j12]Xianghao Zhan
, Yuzhe Liu
Brain Deformation Estimation With Transfer Learning for Head Impact Datasets Across Impact Types. IEEE Trans. Biomed. Eng. 71(6): 1853-1863 (2024) - [j11]Xianghao Zhan
AI-Based Denoising of Head Impact Kinematics Measurements With Convolutional Neural Network for Traumatic Brain Injury Prediction. IEEE Trans. Biomed. Eng. 71(9): 2759-2770 (2024) - [i15]Xianghao Zhan, Yuzhe Liu, Nicholas J. Cecchi, Jessica Towns, Ashlyn A. Callan, Olivier Gevaert, Michael M. Zeineh, David B. Camarillo:
Identification of head impact locations, speeds, and force based on head kinematics. CoRR abs/2409.08177 (2024) - 2023
- [i14]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 abs/2306.05255 (2023) - 2022
- [j10]Xianghao Zhan
Finding the Spatial Co-Variation of Brain Deformation With Principal Component Analysis. IEEE Trans. Biomed. Eng. 69(10): 3205-3215 (2022) - [i13]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 abs/2212.09832 (2022) - 2021
- [j9]Xianghao Zhan
Rapid Estimation of Entire Brain Strain Using Deep Learning Models. IEEE Trans. Biomed. Eng. 68(11): 3424-3434 (2021) - [i12]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 abs/2102.05020 (2021) - [i11]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 abs/2104.09082 (2021) - [i10]Samuel J. Raymond, David B. Camarillo:
Applying physics-based loss functions to neural networks for improved generalizability in mechanics problems. CoRR abs/2105.00075 (2021) - [i9]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 abs/2108.03498 (2021) - [i8]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 abs/2108.08797 (2021) - [i7]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 abs/2108.13577 (2021) - [i6]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 abs/2110.14116 (2021) - 2020
- [i5]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 abs/2010.08485 (2020) - [i4]Xianghao Zhan, Yuzhe Liu, Samuel J. Raymond
Deep Learning Head Model for Real-time Estimation of Entire Brain Deformation in Concussion. CoRR abs/2010.08527 (2020)
2010 – 2019
- 2019
- [j8]Michael Fanton
Dependency of Head Impact Rotation on Head-Neck Positioning and Soft Tissue Forces. IEEE Trans. Biomed. Eng. 66(4): 988-999 (2019) - [c7]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: 4837-4843 - [c6]Jake Sganga, David Eng, Chauncey Graetzel, David B. Camarillo:
OffsetNet: Deep Learning for Localization in the Lung using Rendered Images. ICRA 2019: 5046-5052 - [i3]Jake Sganga, David Eng, Chauncey Graetzel, David B. Camarillo:
Deep Learning for Localization in the Lung. CoRR abs/1903.10554 (2019) - [i2]Jake Sganga, David Eng, Chauncey Graetzel, David B. Camarillo:
Autonomous Driving in the Lung using Deep Learning for Localization. CoRR abs/1907.08136 (2019) - 2018
- [i1]Jake Sganga, David Eng, Chauncey Graetzel, David B. Camarillo:
OffsetNet: Deep Learning for Localization in the Lung using Rendered Images. CoRR abs/1809.05645 (2018) - 2017
- [j7]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): 1750002:1-1750002:13 (2017) - [c5]Jake Sganga, David B. Camarillo:
Orientation estimation of a continuum manipulator in a phantom lung. ICRA 2017: 2399-2405 - 2016
- [j6]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): 844-851 (2016) - 2014
- [j5]Lyndia C. Wu
A Head Impact Detection System Using SVM Classification and Proximity Sensing in an Instrumented Mouthguard. IEEE Trans. Biomed. Eng. 61(11): 2659-2668 (2014) - [j4]Michael C. Yip, David B. Camarillo
Model-Less Feedback Control of Continuum Manipulators in Constrained Environments. IEEE Trans. Robotics 30(4): 880-889 (2014) - 2011
- [j3]Kevin E. Loewke, David B. Camarillo
In Vivo Micro-Image Mosaicing. IEEE Trans. Biomed. Eng. 58(1): 159-171 (2011)
2000 – 2009
- 2009
- [j2]David B. Camarillo
Configuration Tracking for Continuum Manipulators With Coupled Tendon Drive. IEEE Trans. Robotics 25(4): 798-808 (2009) - 2008
- [j1]David B. Camarillo
Mechanics Modeling of Tendon-Driven Continuum Manipulators. IEEE Trans. Robotics 24(6): 1262-1273 (2008) - [c4]David B. Camarillo, Kevin E. Loewke, Christopher R. Carlson, J. Kenneth Salisbury:
Vision based 3-D shape sensing of flexible manipulators. ICRA 2008: 2940-2947 - [c3]David B. Camarillo, Christopher R. Carlson, J. Kenneth Salisbury:
Task-Space Control of Continuum Manipulators with Coupled Tendon Drive. ISER 2008: 271-280 - 2007
- [c2]Kevin E. Loewke, David B. Camarillo, Kenneth Salisbury, Sebastian Thrun:
Deformable Image Mosaicing for Optical Biopsy. ICCV 2007: 1-8 - [c1]Kevin E. Loewke, David B. Camarillo, Christopher A. Jobst, J. Kenneth Salisbury:
Real-Time Image Mosaicing for Medical Applications. MMVR 2007: 304-309
Coauthor Index
aka: Michael M. Zeineh
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