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Risultati della ricerca

Machine Learning Models for Passive Pre-symptomatic Detection of Covid-19 from Smart Wearable Data

Parola chiave:

Infectious Diseases, Smart Wearables, Passive Assessment, and Machine Learning

Creatore:

Sarwar, Atifa

Advisor:

Agu, Emmanuel O.

Editore:

Worcester Polytechnic Institute

data di creazione:

2024-08-02

Resource Type:

Dissertation

Degree:

PhD

Unit (Department):

Computer Science
A Deep Semantic Segmentation Framework for Digitizing Paper Electrocardiograms with Data Augmentation using a Diffusion Model

Creatore:

Ji, Jiaqi

Advisor:

Agu, Emmanuel O.

Editore:

Worcester Polytechnic Institute

data di creazione:

2023-11-14

Resource Type:

Thesis

Degree:

MS

Unit (Department):

Computer Science
Mobile Paralinguistic Health Assessment from Speech: Energy-Efficient and Privacy-Preserving Neural Network Models

Parola chiave:

Energy efficient, Traumatic brain injury, Deep neural Networks, Depression, Speech assessment, and Speaker privacy

Creatore:

Ditthapron, Apiwat

Advisor:

Lammert, Adam C. and Agu, Emmanuel O.

Editore:

Worcester Polytechnic Institute

data di creazione:

2024-04-18

Resource Type:

Dissertation

Degree:

PhD

Unit (Department):

Computer Science
Pressure Injury Stage Image Classification using Cross-Shaped Window Attention Vision Transformers

Parola chiave:

vision transformer, fine-grained visual classification, pressure injuries, image classification, and deep learning

Creatore:

Perkins, Grant

Advisor:

Agu, Emmanuel O.

Editore:

Worcester Polytechnic Institute

data di creazione:

2021-10-26

Resource Type:

Thesis

Degree:

MS

Unit (Department):

Computer Science
Working With What You’ve Got: Leveraging Mislabeled Datasets And Improving Imperfect Pretrained Models

Parola chiave:

Data Science, Machine Learning, Pretrained Models, Generative Modeling, Deep Learning, and Bias

Creatore:

Gerych, Walter

Advisor:

Rundensteiner, Elke A. and Agu, Emmanuel O.

Editore:

Worcester Polytechnic Institute

data di creazione:

2023-10-06

Resource Type:

Dissertation

Degree:

PhD

Unit (Department):

Data Science
Robust Representation Learning for Context Recognition on Weakly-supervised Mobile Sensed Data with Covariate-shifts

Parola chiave:

Human context recognition, Ubiquitous computing, Domain adaptation, and Adversarial machine learning

Creatore:

Alajaji, Abdulaziz

Advisor:

Agu, Emmanuel O. and Rundensteiner, Elke A.

Editore:

Worcester Polytechnic Institute

data di creazione:

2023-04-26

Resource Type:

Dissertation

Degree:

PhD

Unit (Department):

Data Science
Neural Networks Models for Multi-Attribute Assessment of Fine Grained Wound Images

Creatore:

Liu, Ziyang

Advisor:

Agu, Emmanuel O.

Editore:

Worcester Polytechnic Institute

data di creazione:

2023-05-04

Resource Type:

Dissertation

Degree:

PhD

Unit (Department):

Computer Science
Machine Learning Models for Parkinson's Disease Gait Assessment and Medication Adherence from Smartphone Sensor Data

Parola chiave:

Smartphone sensing, Gait assessment, Parkinson’s disease, Machine learning, Deep learning, and Medication Adherence

Creatore:

Abujrida, Hamza

Advisor:

Agu, Emmanuel O.

Editore:

Worcester Polytechnic Institute

data di creazione:

2022-12-17

Resource Type:

Dissertation

Degree:

PhD

Unit (Department):

Electrical & Computer Engineering
Visual Analytics for Smartphone Health Phenotyping

Parola chiave:

Interactive Visual Analysis, mHealth, Smartphone Phenotyping, and Visual Analytics

Creatore:

Mansoor, Hamid

Advisor:

Agu, Emmanuel O. and Rundensteiner, Elke A.

Editore:

Worcester Polytechnic Institute

data di creazione:

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

Parola chiave:

hospital readmissions, ICD codes, clinical notes, vital signs, ClinicalBERT, and BERT

Creatore:

Adamjee, Merzia Naeem

Advisor:

Agu, Emmanuel O.

Editore:

Worcester Polytechnic Institute

data di creazione:

2022-05-02

Resource Type:

Thesis

Degree:

MS

Unit (Department):

Computer Science

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Collections

Masters Theses28
PhD Dissertations9
Major Qualifying Projects1

Year

Year range begin – Year range end

Current results range from 2005 to 2024

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Creatore

Abujrida, Hamza1
Adamjee, Merzia Naeem1
Aiello, Christina Jane1
Alajaji, Abdulaziz1
Asani, Florina1
altri Creatores »

Advisor

Agu, Emmanuel O.[remove]38
Lammert, Adam1
Lammert, Adam C.1
Lindsay, Clifford1
Pahlavan, Kaveh1
altri Advisors »

Contributor

Agu, Emmanuel O.[remove]38
Dmitry, Korkin1
Eltabakh, Mohamed Y.1
Gennert, Michael A.6
Hammoud, Riad1
altri Contributors »

Major

Computer Science1

Unit (Department)

Bioinformatics & Computational Biology1
Computer Science24
Data Science6
Electrical & Computer Engineering3
Interactive Media and Game Development1
altri Unit (Department)s »

Editore

Worcester Polytechnic Institute38

UN SDG

3 - Good Health and Well-being1

Tipo di risorsa

Thesis28
Dissertation9
Major Qualifying Project1

License

https://creativecommons.org/licenses/by/4.0/3
https://creativecommons.org/licenses/by-nc/4.0/1

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