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Advisor
Agu, Emmanuel O.
Entfernen Zwang Advisor: Agu, Emmanuel O.
Ressourcentyp
Thesis
Entfernen Zwang Ressourcentyp: Thesis
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A Deep Semantic Segmentation Framework for Digitizing Paper Electrocardiograms with Data Augmentation using a Diffusion Model
Schöpfer:
Ji, Jiaqi
Advisor:
Agu, Emmanuel O.
Herausgeber:
Worcester Polytechnic Institute
Datum erstellt:
2023-11-14
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Computer Science
Pressure Injury Stage Image Classification using Cross-Shaped Window Attention Vision Transformers
Stichwort:
vision transformer
,
fine-grained visual classification
,
pressure injuries
,
image classification
, and
deep learning
Schöpfer:
Perkins, Grant
Advisor:
Agu, Emmanuel O.
Herausgeber:
Worcester Polytechnic Institute
Datum erstellt:
2021-10-26
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Computer Science
ClinicalICDBERT: Predicting Re-Admission Risk from Clinical Notes, Vital Signs and ICD Codes using BERT Models
Stichwort:
hospital readmissions
,
ICD codes
,
clinical notes
,
vital signs
,
ClinicalBERT
, and
BERT
Schöpfer:
Adamjee, Merzia Naeem
Advisor:
Agu, Emmanuel O.
Herausgeber:
Worcester Polytechnic Institute
Datum erstellt:
2022-05-02
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Computer Science
Synthetic Generation of Data for HCR using Image-to-Image Translation GANs
Stichwort:
Data Augmentation
,
Sensor Data
,
Human Context Recognition (HCR)
,
Generative Adversarial Networks (GAN)
, and
Time series data
Schöpfer:
Sankaranarayanan, Ronak
Advisor:
Agu, Emmanuel O.
Herausgeber:
Worcester Polytechnic Institute
Datum erstellt:
2022-05-02
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Data Science
Machine Learning Estimation of COVID-19 Social Distance Using Smartphone Sensor Data
Stichwort:
PACT
,
COVID
,
proximity detection
,
nDCF
,
machine learning
, and
RSSI
Schöpfer:
Semenov, Oleksandr
Advisor:
Agu, Emmanuel O.
and
Pahlavan, Kaveh
Herausgeber:
Worcester Polytechnic Institute
Datum erstellt:
2021-09-04
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Electrical & Computer Engineering
Sleep Duration and Quality Assessment using Smartphones
Schöpfer:
Peng, Yuxiao
Advisor:
Agu, Emmanuel O.
Herausgeber:
Worcester Polytechnic Institute
Datum erstellt:
2020-05-18
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Bioinformatics & Computational Biology
HDR-Like Image Generation to Mitigate Adverse Wound Illumination Using Deep Bi-directional Retinex and Exposure Fusion
Stichwort:
HDR image
,
medical image analysis
,
image enhancement
,
deep learning
, and
wound assessment
Schöpfer:
Hou, Songlin
Advisor:
Agu, Emmanuel O.
and
Lindsay, Clifford
Herausgeber:
Worcester Polytechnic Institute
Datum erstellt:
2021-04-19
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Computer Science
Speech-based Traumatic Brain Injury (TBI) Assessment using Deep Learning Methods with Limited Labeled Data
Schöpfer:
Ditthapron, Apiwat
Advisor:
Lammert, Adam
and
Agu, Emmanuel O.
Herausgeber:
Worcester Polytechnic Institute
Datum erstellt:
2021-04-30
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Computer Science
Rectification of Perspective and Scale Distortion in Wound Images and Integrated Evaluation of the SmartWAnDS System
Stichwort:
Scale distortion rectification
,
Wound analysis
,
Perspective distortion rectification
,
SmartWAnDS System
,
Spatial Transformation Network (STN)
, and
Integrated Evaluation
Schöpfer:
Raghav, Fnu
Advisor:
Agu, Emmanuel O.
Herausgeber:
Worcester Polytechnic Institute
Datum erstellt:
2021-05-05
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Robotics Engineering
Smartphone TBI Sensing using Deep Embedded Clustering and Extreme Boosted Outlier Detection
Schöpfer:
Srikanthan, Srinarayan
Advisor:
Agu, Emmanuel O.
Herausgeber:
Worcester Polytechnic Institute
Datum erstellt:
2021-05-06
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Computer Science
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Masters Theses
28
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Schöpfer
Adamjee, Merzia Naeem
1
Aiello, Christina Jane
1
Asani, Florina
1
Banerjee, Kutty S
1
Blanchette, Damon Arthur
1
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Schöpfers
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Advisor
Agu, Emmanuel O.
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28
Lammert, Adam
1
Lindsay, Clifford
1
Pahlavan, Kaveh
1
Rundensteiner, Elke A.
2
Contributor
Agu, Emmanuel O.
28
Dmitry, Korkin
1
Eltabakh, Mohamed Y.
1
Gennert, Michael A.
4
Hammoud, Riad
1
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Unit (Department)
Bioinformatics & Computational Biology
1
Computer Science
18
Data Science
4
Electrical & Computer Engineering
2
Interactive Media and Game Development
1
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Herausgeber
Worcester Polytechnic Institute
28
Ressourcentyp
Thesis
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28
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https://creativecommons.org/licenses/by/4.0/
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