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创造者
Hernandez-Reisch, Miranda
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Utilizing Unimodal and Multimodal Deep Transfer Learning to Classify Mobile Speech Recordings with Mental Health Labels
关键词:
natural language processing
,
audio classification
,
transfer learning
,
mobile health
,
anxiety screening
, and
depression screening
创造者:
Hernandez-Reisch, Miranda
Advisor:
Rundensteiner, Elke A.
出版者:
Worcester Polytechnic Institute
创建日期:
2022-04-27
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Data Science
Machine Learning for Mental Health Screening
关键词:
Mental Health
and
Machine Learning
创造者:
Hernandez-Reisch, Miranda
,
Caouette, Hunter C.
,
Bruneau, Connor D.
,
Kayastha, Rimsha
, and
Melican, Veronica R.
Advisor:
Rundensteiner, Elke A.
出版者:
Worcester Polytechnic Institute
创建日期:
2021-04-05
Resource Type:
Major Qualifying Project
Award:
Provost's MQP Award
Conveying the Impact of the Monteverde Community Fund
关键词:
Social Studies of Science and Technology
创造者:
Hernandez-Reisch, Miranda
,
Lei, Kepei
,
Fabrizio, Kate J.
, and
Lowther, Amanda Catherine
Advisor:
Peet, R. Creighton
and
San Martin, William
出版者:
Worcester Polytechnic Institute
创建日期:
2020-03-11
Resource Type:
Interactive Qualifying Project
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创造者
Bruneau, Connor D.
1
Caouette, Hunter C.
1
Fabrizio, Kate J.
1
Hernandez-Reisch, Miranda
[remove]
3
Kayastha, Rimsha
1
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创造者s
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Advisor
Peet, R. Creighton
1
Rundensteiner, Elke A.
2
San Martin, William
1
Contributor
Harrison, Lane T.
1
Rundensteiner, Elke A.
1
Project Center
Monteverde, Costa Rica Project Center - IQP
1
Major
Computer Science
1
Data Science
1
Unit (Department)
Data Science
1
出版者
Worcester Polytechnic Institute
3
学科
Computing
1
Health
1
Innovation
1
Well-Being
1
UN SDG
3 - Good Health and Well-being
1
资源类型
Interactive Qualifying Project
1
Major Qualifying Project
1
Thesis
1
Award
Provost's MQP Award
1