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Agu, Emmanuel O.
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ClinicalICDBERT: Predicting Re-Admission Risk from Clinical Notes, Vital Signs and ICD Codes using BERT Models
Keyword:
hospital readmissions
,
clinical notes
,
vital signs
,
ICD codes
,
BERT
, and
ClinicalBERT
Creator:
Adamjee, Merzia Naeem
Advisor:
Agu, Emmanuel O.
Publisher:
Worcester Polytechnic Institute
Date Created:
2022-05-02
Resource Type:
Thesis
Degree:
MS
Unit:
Computer Science
Synthetic Generation of Data for HCR using Image-to-Image Translation GANs
Keyword:
Generative Adversarial Networks (GAN)
,
Sensor Data
,
Time series data
,
Human Context Recognition (HCR)
, and
Data Augmentation
Creator:
Sankaranarayanan, Ronak
Advisor:
Agu, Emmanuel O.
Publisher:
Worcester Polytechnic Institute
Date Created:
2022-05-02
Resource Type:
Thesis
Degree:
MS
Unit:
Data Science
Machine Learning Estimation of COVID-19 Social Distance Using Smartphone Sensor Data
Keyword:
RSSI
,
nDCF
,
PACT
,
proximity detection
,
machine learning
, and
COVID
Creator:
Semenov, Oleksandr
Advisor:
Pahlavan, Kaveh
and
Agu, Emmanuel O.
Publisher:
Worcester Polytechnic Institute
Date Created:
2021-09-04
Resource Type:
Thesis
Degree:
MS
Unit:
Electrical & Computer Engineering
Sleep Duration and Quality Assessment using Smartphones
Creator:
Peng, Yuxiao
Advisor:
Agu, Emmanuel O.
Publisher:
Worcester Polytechnic Institute
Date Created:
2020-05-18
Resource Type:
Thesis
Degree:
MS
Unit:
Bioinformatics & Computational Biology
HDR-Like Image Generation to Mitigate Adverse Wound Illumination Using Deep Bi-directional Retinex and Exposure Fusion
Keyword:
deep learning
,
medical image analysis
,
image enhancement
,
HDR image
, and
wound assessment
Creator:
Hou, Songlin
Advisor:
Lindsay, Clifford
and
Agu, Emmanuel O.
Publisher:
Worcester Polytechnic Institute
Date Created:
2021-04-19
Resource Type:
Thesis
Degree:
MS
Unit:
Computer Science
Speech-based Traumatic Brain Injury (TBI) Assessment using Deep Learning Methods with Limited Labeled Data
Creator:
Ditthapron, Apiwat
Advisor:
Lammert, Adam
and
Agu, Emmanuel O.
Publisher:
Worcester Polytechnic Institute
Date Created:
2021-04-30
Resource Type:
Thesis
Degree:
MS
Unit:
Computer Science
Rectification of Perspective and Scale Distortion in Wound Images and Integrated Evaluation of the SmartWAnDS System
Keyword:
Spatial Transformation Network (STN)
,
SmartWAnDS System
,
Scale distortion rectification
,
Perspective distortion rectification
,
Wound analysis
, and
Integrated Evaluation
Creator:
Raghav, Fnu
Advisor:
Agu, Emmanuel O.
Publisher:
Worcester Polytechnic Institute
Date Created:
2021-05-05
Resource Type:
Thesis
Degree:
MS
Unit:
Robotics Engineering
Smartphone TBI Sensing using Deep Embedded Clustering and Extreme Boosted Outlier Detection
Creator:
Srikanthan, Srinarayan
Advisor:
Agu, Emmanuel O.
Publisher:
Worcester Polytechnic Institute
Date Created:
2021-05-06
Resource Type:
Thesis
Degree:
MS
Unit:
Computer Science
Predicting TBI by using Smartphone-sensed mobility patterns, gait and balance
Keyword:
Traumatic Brain Injury (TBI)
,
Mobile Health
, and
Machine Learning
Creator:
Patel, Bhoomi Kalpesh
Advisor:
Agu, Emmanuel O.
Publisher:
Worcester Polytechnic Institute
Date Created:
2021-05-06
Resource Type:
Thesis
Degree:
MS
Unit:
Computer Science
Traumatic Brain Injury (TBI) detection and bioscore generation for ailment monitoring using smartphone sensor data
Creator:
Asani, Florina
Advisor:
Agu, Emmanuel O.
Publisher:
Worcester Polytechnic Institute
Date Created:
2021-05-06
Resource Type:
Thesis
Degree:
MS
Unit:
Computer Science
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