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Deep Multimodal Representations and Classification of First-Episode Psychosis via Live Face Processing

bioRxiv (Cold Spring Harbor Laboratory)(2024)10.1101/2024.11.07.622469Source: DataRank Database

Deep Multimodal Representations and Classification of First-Episode Psychosis via Live Face Processing is a research paper published in bioRxiv (Cold Spring Harbor Laboratory) (2024). On theSindex it has a DataRank of 0. It has been cited 1 time.

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Enrichment:Funding (14 grants)OA: greenTopics (22)IDs (PubMed, OpenAlex)SDGs (1)

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Authors (9)

Yanlei Zhang ORCID,Dhananjay Bhaskar ORCID,Vinod H. Srihari ORCID,Cenk Tek ORCID,Xian Zhang ORCID

Live enrichment

PubMed:39574662 OpenAlex:https://openalex.org/W4404170839

National Institutes of Health

Grant: 5R01MH111629-04

Neural Mechanisms for Social Interactions and Eye Contact in ASD

National Science Foundation

Grant: 2047856

CAREER: Deep representation learning for exploration and inference in biomedical data

National Institutes of Health

Grant: 5R01GM135929-04

Finding emergent structure in multi-sample biological data with the dual geometry of cells and features

National Science Foundation

Grant: 2327211

Multiscale data geometric networks for learning representations and dynamics of biological systems

National Institutes of Health

Grant: 5R01GM130847-03

Deciphering Genetic and Epigenetic Regulatory Logic of Germ Layer Differentiation with Manifold Learning

National Science Foundation

Grant: 2403317

Collaborative Research: III: Medium: Contextualized and Multimodal Foundation Models for Graph Data in Scientific Discovery

National Institutes of Health

Grant: 5R01MH119430-03

Mechanisms of Dynamic Neural Coupling during Face-to-Face Expressions of Emotion

National Institutes of Health

Grant: 5R01MH107573-03

Emergence, Stability and Predictors of Anxiety in Fragile X Syndrome

National Institutes of Health

Grant: 5R01MH103831-03

STEP-ED:Reducing Duration of Untreated Psychosis and its Impact in the U.S.

NIGMS NIH HHS

Grant: R01 GM130847

NIMH NIH HHS

Grant: R01 MH107573

NIMH NIH HHS

Grant: R01 MH119430

NIGMS NIH HHS

Grant: R01 GM135929

NIMH NIH HHS

Grant: R01 MH111629

greenLicense: cc-by-nc-nd

repositoryhttps://doi.org/10.1101/2024.11.07.622469

publisherhttps://syndication.highwire.org/content/doi/10.1101/2024.11.07.622469

repositoryhttps://pubmed.ncbi.nlm.nih.gov/39574662

repositoryhttps://www.ncbi.nlm.nih.gov/pmc/articles/11581048

Fields of Study

Functional Brain Connectivity StudiesMental Health Research TopicsEmotion and Mood Recognition0202 electrical engineering, electronic engineering, information engineering02 engineering and technology

Keywords

PsychosisFace (sociological concept)PsychologyArtificial intelligenceComputer scienceCognitive psychologyPsychiatryLinguisticsPhilosophyfirst episode psychosis (FEP)representation learningmultimodal representationface processingRC435-571RNN - recurrent neural networkArticlepath signature feature

Sustainable Development Goals

SDG 0: Reduced inequalities