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Filtering by: Contributor Ji, Songbai Remove constraint Contributor: Ji, Songbai Resource type Dissertation Remove constraint Resource type: Dissertation

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Applications of Deep Learning in Brain Injury Biomechanics and Spine Image Registration

Keyword:

Spine Image Registration, Image-guided Surgery, Concussion, Deep Learning, and Brain Injury

Creator:

Wu, Shaoju

Advisor:

Ji, Songbai

Publisher:

Worcester Polytechnic Institute

Date Created:

2022-08-03

Resource Type:

Dissertation

Degree:

PhD

Unit (Department):

Biomedical Engineering
Applications of Machine Learning in Real-time Brain Tissue Strain Estimation

Keyword:

Concussion, Brain Injury, Convolutional Neural Network, Deep Learning, and Finite Element

Creator:

Ghazi, Kianoosh

Advisor:

Ji, Songbai

Publisher:

Worcester Polytechnic Institute

Date Created:

2021-08-10

Resource Type:

Dissertation

Degree:

PhD

Unit (Department):

Biomedical Engineering
Advanced Imaging in Neuro-Interventional Surgery

Creator:

King, Robert M.

Advisor:

Billiar, Kristen and Gounis, Matthew

Publisher:

Worcester Polytechnic Institute

Date Created:

2021-05-06

Resource Type:

Dissertation

Degree:

PhD

Unit (Department):

Biomedical Engineering
Defining the Multiscale Relationship between Subject-Specific Bone Strain and Structural Adaptation in the Distal Radius of Women

Keyword:

Quantitative Computed Tomography (QCT), Finite Element (FE), High Resolution Peripheral Quantitative Computed Tomography (HRpQCT), Distal Radius, Exercise, and Bone Adaptation

Creator:

Mancuso, Megan E

Advisor:

Troy, Karen

Publisher:

Worcester Polytechnic Institute

Date Created:

2020-08-07

Resource Type:

Dissertation

Degree:

PhD

Unit (Department):

Biomedical Engineering
Deep Transfer Learning Applied to Time-series Classification for Predicting Heart Failure Worsening Using Electrocardiography

Keyword:

Heart failure, Heart failure worsening prediction, Transfer learning, Machine Learning, Time series analysis, and Manifold learning

Creator:

Pan, Xiang

Advisor:

Lee, Kwonmoo

Publisher:

Worcester Polytechnic Institute

Date Created:

2020-04-20

Resource Type:

Dissertation

Degree:

MS

Unit (Department):

Biomedical Engineering
Machine Learning Pipelines for Deconvolution of Cellular and Subcellular Heterogeneity from Cell Imaging

Keyword:

Cell Migration, Hologram Imaging, Machine Learning (Deep Learning), Time Series Analysis, and Cell Heterogeneity

Creator:

Wang, Chuangqi

Advisor:

Lee, Kwonmoo

Publisher:

Worcester Polytechnic Institute

Date Created:

2019-08-12

Resource Type:

Dissertation

Degree:

PhD

Unit (Department):

Biomedical Engineering
Specially Shaped Optical Fiber Probes: Understanding and Their Applications in Integrated Photonics, Sensing, and Microfluidics

Keyword:

D-shape Optical Fiber, Specially Shaped Optical Fibers, Micro/nano-photonics, Tapered Optical Fiber, Microfluidics, and Optical Fiber Sensor

Creator:

Ren, Yundong

Advisor:

Liu, Yuxiang

Publisher:

Worcester Polytechnic Institute

Date Created:

2019-12-06

Resource Type:

Dissertation

Degree:

PhD

Unit (Department):

Mechanical Engineering
Development of automated analysis methods for identifying behavioral and neural plasticity in sleep and learning in C. elegans

Keyword:

Associative Learning, C. elegans, Neural Plasticity, Neural Imaging, Microfluidics, and Sleep

Creator:

Lawler, Daniel E

Advisor:

Albrecht, Dirk

Publisher:

Worcester Polytechnic Institute

Date Created:

2019-12-10

Resource Type:

Dissertation

Degree:

PhD

Unit (Department):

Biomedical Engineering

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PhD Dissertations8

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Current results range from 2019 to 2022

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Creator

Ghazi, Kianoosh1
King, Robert M.1
Lawler, Daniel E1
Mancuso, Megan E1
Pan, Xiang1
more Creators »

Advisor

Albrecht, Dirk1
Billiar, Kristen1
Gounis, Matthew1
Ji, Songbai2
Lee, Kwonmoo2
more Advisors »

Contributor

Agu, Emmanuel O.1
Albrecht, Dirk4
Billiar, Kristen L.2
Fan, Xiaoyao1
Gounis, Matthew1
more Contributors »

Unit (Department)

Biomedical Engineering7
Mechanical Engineering1

Publisher

Worcester Polytechnic Institute8

Resource type

Dissertation[remove]8

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