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Agu, Emmanuel O.
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2022
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Machine Learning Models for Parkinson's Disease Gait Assessment and Medication Adherence from Smartphone Sensor Data
Keyword:
Smartphone sensing
,
Gait assessment
,
Parkinson’s disease
,
Machine learning
,
Deep learning
, and
Medication Adherence
Creator:
Abujrida, Hamza
Advisor:
Agu, Emmanuel O.
Publisher:
Worcester Polytechnic Institute
Date Created:
2022-12-17
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Electrical & Computer Engineering
Investigating underrepresentation in AI datasets for cardiovascular health asssessment
Keyword:
big data
,
representation
,
healthcare
,
machine learning
,
cardiovascular disease
, and
artificial intelligence
Creator:
Rathke, Liam
Advisor:
Agu, Emmanuel O.
Publisher:
Worcester Polytechnic Institute
Date Created:
2022-11-04
Resource Type:
Interactive Qualifying Project
Visual Analytics for Smartphone Health Phenotyping
Keyword:
Interactive Visual Analysis
,
mHealth
,
Smartphone Phenotyping
, and
Visual Analytics
Creator:
Mansoor, Hamid
Advisor:
Agu, Emmanuel O.
and
Rundensteiner, Elke A.
Publisher:
Worcester Polytechnic Institute
Date Created:
2022-08-11
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Computer Science
ClinicalICDBERT: Predicting Re-Admission Risk from Clinical Notes, Vital Signs and ICD Codes using BERT Models
Keyword:
hospital readmissions
,
ICD codes
,
clinical notes
,
vital signs
,
ClinicalBERT
, and
BERT
Creator:
Adamjee, Merzia Naeem
Advisor:
Agu, Emmanuel O.
Publisher:
Worcester Polytechnic Institute
Date Created:
2022-05-02
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Computer Science
Synthetic Generation of Data for HCR using Image-to-Image Translation GANs
Keyword:
Data Augmentation
,
Sensor Data
,
Human Context Recognition (HCR)
,
Generative Adversarial Networks (GAN)
, and
Time series data
Creator:
Sankaranarayanan, Ronak
Advisor:
Agu, Emmanuel O.
Publisher:
Worcester Polytechnic Institute
Date Created:
2022-05-02
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Data Science
CS MQP: Passive Mobile Mental Health Screening using Machine Learning
Creator:
Eteng, Praise
Advisor:
Agu, Emmanuel O.
Publisher:
Worcester Polytechnic Institute
Date Created:
2022-03-30
Resource Type:
Major Qualifying Project
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Year
2022
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6
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Abujrida, Hamza
1
Adamjee, Merzia Naeem
1
Eteng, Praise
1
Mansoor, Hamid
1
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Advisor
Agu, Emmanuel O.
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6
Rundensteiner, Elke A.
1
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Agu, Emmanuel O.
4
Eltabakh, Mohamed Y.
1
Harrison, Lane T.
1
Incollingo Rodriguez, Angela
1
Neamtu, Rodica
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Major
Computer Science
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Computer Science
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Electrical & Computer Engineering
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Publisher
Worcester Polytechnic Institute
6
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Community
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Computing
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UN SDG
3 - Good Health and Well-being
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10 - Reducing Inequality
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Thesis
2
Interactive Qualifying Project
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