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Your search keyword '"Zeng, Yinuo"' showing total 9 results
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9 results on '"Zeng, Yinuo"'

1. A study of tree-based methods and their combination

Author

Zeng, Yinuo

Subjects
Statistics - Machine Learning, Computer Science - Machine Learning
Abstract

Tree-based methods are popular machine learning techniques used in various fields. In this work, we review their foundations and a general framework the importance sampled learning ensemble (ISLE) that accelerates their fitting process. Furthermore, we describe a model combination strategy called the adaptive regression by mixing (ARM), which is feasible for tree-based methods via ISLE. Moreover, three modified ISLEs are proposed, and their performance are evaluated on the real data sets.

Published
2022

4. Low-Intensity Pulsed Ultrasound Neuromodulation of a Rodent's Spinal Cord Suppresses Motor Evoked Potentials

Author

Tsehay, Yohannes, primary, Zeng, Yinuo, additional, Weber-Levine, Carly, additional, Awosika, Tolulope, additional, Kerensky, Max, additional, Hersh, Andrew M., additional, Ou, Ze, additional, Jiang, Kelly, additional, Bhimreddy, Meghana, additional, Bauer, Stuart J., additional, Theodore, John N., additional, Quiroz, Victor M., additional, Suk, Ian, additional, Alomari, Safwan, additional, Sun, Junfeng, additional, Tong, Shanbao, additional, Thakor, Nitish, additional, Doloff, Joshua C., additional, Theodore, Nicholas, additional, and Manbachi, Amir, additional

Published
2023
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9. A MINIATURE LASER SPECKLE CONTRAST IMAGER FOR MONITORING OF THE NEURO-MODULATORY EFFECT OF TRANSCRANIAL FOCUSED ULTRASOUND STIMULATION.

Author

Zeng Y, Acord M, Kaovasia TP, Miao P, Sun J, Senarathna J, Theodore N, Thakor N, and Manbachi A

Abstract

Transcranial focused ultrasound stimulation is a neuromodulation technique that is capable of exciting or suppressing the neural network. Such neuro-modulatory effects enable the treatment of brain diseases non-invasively, such as treating stroke. The neuro-modulatory effect on cerebral hemodynamics has been monitored using laser speckle contrast imaging in animal studies. However, the bulky size and stationary nature of the imaging system constrains the application of this imaging technique on research that requires the animal to have different body positions or to be awake. We present the design of a system that combines a miniature microscope for laser speckle contrast imaging and transcranial focused ultrasound stimulation, as well as, test its capability to monitor cerebral hemodynamics during stimulation and compare the result with a benchtop imaging system.

Published
2021
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