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Leveraging pretrained embeddings and self-attention based convolutional neural networks for early prediction of ventilator-associated pneumonia from clinical notes.

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Title: Leveraging pretrained embeddings and self-attention based convolutional neural networks for early prediction of ventilator-associated pneumonia from clinical notes.
Authors: M'hamdi, Zineb El1, zineb_elmhamdi@um5.ac.ma, Lazaar, Mohamed1, Mahboub, Oussama2
Source: Engineering Applications of Artificial Intelligence; Aug2025, Vol. 154, pN.PAG-N.PAG, 1p
Database: Applied Science & Technology Source
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  Availability: 0
Header DbId: aci
DbLabel: Applied Science & Technology Source
An: 185391854
AccessLevel: 2
PubType: Academic Journal
PubTypeId: academicJournal
PreciseRelevancyScore: 0
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RecordInfo BibRecord:
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      – Type: doi
        Value: 10.1016/j.engappai.2025.110827
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      – Code: eng
        Text: English
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      – TitleFull: Leveraging pretrained embeddings and self-attention based convolutional neural networks for early prediction of ventilator-associated pneumonia from clinical notes.
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            NameFull: M'hamdi, Zineb El
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            NameFull: Lazaar, Mohamed
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            NameFull: Mahboub, Oussama
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              Text: Aug2025
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              Y: 2025
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              Value: 154
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