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1d cnn  (ActiGraph llc)

 
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    Structured Review

    ActiGraph llc 1d cnn
    Proposed architecture of <t>1D</t> <t>CNN.</t>
    1d Cnn, supplied by ActiGraph llc, used in various techniques. Bioz Stars score: 90/100, based on 1 PubMed citations. ZERO BIAS - scores, article reviews, protocol conditions and more
    https://www.bioz.com/result/1d cnn/product/ActiGraph llc
    Average 90 stars, based on 1 article reviews
    1d cnn - by Bioz Stars, 2026-05
    90/100 stars

    Images

    1) Product Images from "Deep learning with ensemble-based hybrid AI model for bipolar and unipolar depression detection using demographic and behavioral based on time-series data"

    Article Title: Deep learning with ensemble-based hybrid AI model for bipolar and unipolar depression detection using demographic and behavioral based on time-series data

    Journal: Dialogues in Clinical Neuroscience

    doi: 10.1080/19585969.2025.2524337

    Proposed architecture of 1D CNN.
    Figure Legend Snippet: Proposed architecture of 1D CNN.

    Techniques Used:



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    Image Search Results


    Proposed architecture of 1D CNN.

    Journal: Dialogues in Clinical Neuroscience

    Article Title: Deep learning with ensemble-based hybrid AI model for bipolar and unipolar depression detection using demographic and behavioral based on time-series data

    doi: 10.1080/19585969.2025.2524337

    Figure Lengend Snippet: Proposed architecture of 1D CNN.

    Article Snippet: We compared the following model configurations: Model A: XGBoost (structured data only) Model B: 1D CNN (actigraph data only) Model C: Hybrid Model (fusion of XGBoost and 1D CNN) Each model was evaluated across 5-fold stratified cross-validation, and the F1-score was used as the primary performance metric.

    Techniques: