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Hernandez-Reisch, Miranda
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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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Bruneau, Connor D.
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Caouette, Hunter C.
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Fabrizio, Kate J.
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Hernandez-Reisch, Miranda
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Kayastha, Rimsha
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Peet, R. Creighton
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Rundensteiner, Elke A.
2
San Martin, William
1
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Harrison, Lane T.
1
Rundensteiner, Elke A.
1
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Monteverde, Costa Rica Project Center - IQP
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Worcester Polytechnic Institute
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UN SDG
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