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Author:

Heebner, Jessica

Title:

Visual Proteomics of Neuronal Growth Cones: Deep Learning Segmentation for Large Scale Analysis of Cryo-Electron Tomograms

Graduate Program:

Biomedical Sciences (PHD)

Keywords:

cryoEM
cryoET
Deep Learning
Image Segmentation
Growth Cones
Proteomics
Actin
Cofilactin
TriC/CCT
Tomography

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Committee Members:

David Degraff, Co-Chair & Outside Field Member
Richard Mailman, Outside Unit Member
Matthew Swulius, Chair & Dissertation Advisor
Maria Bewley, Major Field Member
Fang Tian, Major Field Member
Lisa Shantz, Program Head/Chair

Author:

Mahmud, Md Sultan

Title:

STUDY OF CORE TECHNOLOGIES IN TREE CANOPY PARAMETER MEASUREMENTS FOR DEVELOPING AN ADVANCED PRECISION SPRAYER

Graduate Program:

Agricultural and Biological Engineering (PHD)

Keywords:

Tree Canopy Sensing
Canopy Density Measurement
Canopy Volume Measurement
LiDAR Sensing
Camera Vision System
Deep Learning
Unmanned Aerial Vehicle
Precision Spraying
Site-Specific Management
Precision Crop Protection

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Committee Members:

Long He, Chair & Dissertation Advisor
Daeun Choi, Major Field Member
Grzegorz Krawczyk, Outside Unit & Field Member
Paul Heinemann, Major Field Member
Heping Zhu, Special Member
Suat Irmak, Program Head/Chair

Author:

Tan, Tianxiang

Title:

Deep learning on Mobile Devices with Neural Processing Units

Graduate Program:

Computer Science and Engineering (PHD)

Keywords:

Mobile computing
Edge computing
Deep Learning

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Committee Members:

Bhuvan Urgaonkar, Major Field Member
Suhang Wang, Outside Unit & Field Member
Mahanth Gowda, Major Field Member
Guohong Cao, Chair & Dissertation Advisor
Chitaranjan Das, Program Head/Chair

Author:

Luo, Junyu

Title:

Advancing Predictive Models in Healthcare: From Single to Multi-Modality

Graduate Program:

Informatics (PHD)

Keywords:

Healthcare Data
Predictive Model
Deep Learning

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Committee Members:

Dongwon Lee, Professor in Charge/Director of Graduate Studies
Sharon Huang, Major Field Member
Fenglong Ma, Chair & Dissertation Advisor
Rui Zhang, Outside Unit & Field Member
Lu Lin, Major Field Member

Author:

Wang, Zhilong

Title:

Deep Learning for Security-oriented Program Analysis

Graduate Program:

Informatics (PHD)

Keywords:

Deep Learning
Software Security
Program Analysis
Binary Analysis

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Committee Members:

Jeffrey Bardzell, Program Head/Chair
Peng Liu, Chair & Dissertation Advisor
Suhang Wang, Major Field Member
Sencun Zhu, Outside Unit & Field Member
Amulya Yadav, Major Field Member