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Kerrick Johnstonbaugh
Kerrick Johnstonbaugh
在 ualberta.ca 的电子邮件经过验证
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A deep learning approach to photoacoustic wavefront localization in deep-tissue medium
K Johnstonbaugh, S Agrawal, DA Durairaj, C Fadden, A Dangi, SPK Karri, ...
IEEE transactions on ultrasonics, ferroelectrics, and frequency control 67 …, 2020
522020
Unsupervised deep learning approach for photoacoustic spectral unmixing
DA Durairaj, S Agrawal, K Johnstonbaugh, H Chen, SPK Karri, ...
Photons Plus Ultrasound: Imaging and Sensing 2020 11240, 173-181, 2020
342020
Novel deep learning architecture for optical fluence dependent photoacoustic target localization
K Johnstonbaugh, S Agrawal, D Abhishek, M Homewood, SPK Karri, ...
Photons Plus Ultrasound: Imaging and Sensing 2019 10878, 95-102, 2019
302019
Photoacoustic imaging of human vasculature using LED versus laser illumination: A comparison study on tissue phantoms and in vivo humans
S Agrawal, M Kuniyil Ajith Singh, K Johnstonbaugh, D C. Han, ...
Sensors 21 (2), 424, 2021
242021
Design, development, and multi-characterization of an integrated clinical transrectal ultrasound and photoacoustic device for human prostate imaging
S Agrawal, K Johnstonbaugh, JY Clark, JD Raman, X Wang, ...
Diagnostics 10 (8), 566, 2020
192020
Simultaneous denoising and localization network for photoacoustic target localization
A Yazdani, S Agrawal, K Johnstonbaugh, SR Kothapalli, V Monga
IEEE transactions on medical imaging 40 (9), 2367-2379, 2021
172021
In vivo demonstration of reflection artifact reduction in LED-based photoacoustic imaging using deep learning
S Agrawal, K Johnstonbaugh, T Suresh, A Garikipati, MKA Singh, ...
Photons Plus Ultrasound: Imaging and Sensing 2021 11642, 107-116, 2021
32021
Cylindrical Thompson Sampling for High-Dimensional Bayesian Optimization
B Rashidi, K Johnstonbaugh, C Gao
International Conference on Artificial Intelligence and Statistics, 3502-3510, 2024
2024
Learning State Conditioned Linear Mappings for Low-Dimensional Control of Robotic Manipulators
M Przystupa, K Johnstonbaugh, Z Zhang, L Petrich, M Dehghan, ...
2023 IEEE International Conference on Robotics and Automation (ICRA), 857-863, 2023
2023
Actuation Subspace Prediction with Neural Householder Transforms
K Johnstonbaugh
2023
Contextual Subspace Approximation with Neural Householder Transforms
K Johnstonbaugh, M Przystupa, J Keller, M Jagersand
Work-in-progress: Comparing Feedback Distributions in Limited Teacher-Student Settings
C Muslimani, K Johnstonbaugh, ME Taylor
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