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Filtering by: Creator Hernandez-Reisch, Miranda Remove constraint Creator: Hernandez-Reisch, Miranda Publisher Worcester Polytechnic Institute Remove constraint Publisher: Worcester Polytechnic Institute

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Utilizing Unimodal and Multimodal Deep Transfer Learning to Classify Mobile Speech Recordings with Mental Health Labels

Keyword:

natural language processing, audio classification, transfer learning, mobile health, anxiety screening, and depression screening

Creator:

Hernandez-Reisch, Miranda

Advisor:

Rundensteiner, Elke A.

Publisher:

Worcester Polytechnic Institute

Date Created:

2022-04-27

Resource Type:

Thesis

Degree:

MS

Unit (Department):

Data Science
Machine Learning for Mental Health Screening

Keyword:

Mental Health and Machine Learning

Creator:

Hernandez-Reisch, Miranda, Caouette, Hunter C., Bruneau, Connor D., Kayastha, Rimsha, and Melican, Veronica R.

Advisor:

Rundensteiner, Elke A.

Publisher:

Worcester Polytechnic Institute

Date Created:

2021-04-05

Resource Type:

Major Qualifying Project

Award:

Provost's MQP Award
Conveying the Impact of the Monteverde Community Fund

Keyword:

Social Studies of Science and Technology

Creator:

Hernandez-Reisch, Miranda, Lei, Kepei, Fabrizio, Kate J., and Lowther, Amanda Catherine

Advisor:

Peet, R. Creighton and San Martin, William

Publisher:

Worcester Polytechnic Institute

Date Created:

2020-03-11

Resource Type:

Interactive Qualifying Project

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Creator

Bruneau, Connor D.1
Caouette, Hunter C.1
Fabrizio, Kate J.1
Hernandez-Reisch, Miranda[remove]3
Kayastha, Rimsha1
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Advisor

Peet, R. Creighton1
Rundensteiner, Elke A.2
San Martin, William1

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Harrison, Lane T.1
Rundensteiner, Elke A.1

Project Center

Monteverde, Costa Rica Project Center - IQP1

Major

Computer Science1
Data Science1

Unit (Department)

Data Science1

Publisher

Worcester Polytechnic Institute[remove]3

Subject

Computing1
Health1
Innovation1
Well-Being1

UN SDG

3 - Good Health and Well-being1

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Interactive Qualifying Project1
Major Qualifying Project1
Thesis1

Award

Provost's MQP Award1

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