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Ji, Songbai
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Sampling Enhanced Reverse Correlation for the Reconstruction of Latent Representations
Keyword:
Whitening Transformation
,
Artificial Neural Networks
,
Classification Images
,
Compressive Sensing
,
Reverse Correlation
, and
Cognitive Representations
Creator:
Roop, Benjamin
Advisor:
Lammert, Adam
Publisher:
Worcester Polytechnic Institute
Date Created:
2022-05-05
Resource Type:
Thesis
Degree:
MS
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
Lowering Bone Stress Injury Risk by Understanding Loading Angle, Bone Strength, and Training Load
Keyword:
strained volume
,
bone stress injuries
,
loading angle
,
bone strength
,
cumulative loading
, and
finite element modeling
Creator:
Young, Bryhannah
Advisor:
Troy, Karen
Publisher:
Worcester Polytechnic Institute
Date Created:
2023-11-30
Resource Type:
Thesis
Degree:
MS
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
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
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
An Image-Based Method to Measure Joint Deformity in Inflammatory Arthritis
Keyword:
HRpQCT
,
method
,
non-linear surface transformation
,
CT
,
Imaging
,
inflammatory arthritis
,
MCP
, and
coherent point drift
Creator:
Henchie, Travis F
Advisor:
Troy, Karen
Publisher:
Worcester Polytechnic Institute
Date Created:
2018-04-26
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Biomedical Engineering
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
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
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