Schematic diagram of the molecular mechanism by which TRIM37 improves MS by stabilizing PEX5 through monoubiquitination. حسب Lai Jiang (2401513)

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Downregulation of TRIM37 expression exacerbates pathological damage in the MS model. حسب Lai Jiang (2401513)

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Primer sequences and information. حسب Lai Jiang (2401513)

الموضوعات:

Raw data underlying the quantitative results reported in the manuscript. حسب Lai Jiang (2401513)

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Overexpression <i>TRIM37</i> inhibits inflammatory infiltration and alleviates demyelination in EAE model mice. حسب Lai Jiang (2401513)

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S1 File - حسب Ahmed Akib Jawad Karim (20427740)

"…The study emphasizes the possibilities of knowledge distillation to produce effective models fit for use in resource-limited conditions, hence advancing NLP and mental health diagnosis. Furthermore underlined by the considerable decrease in model size without appreciable performance loss is the lower computational resources needed for training and deployment, hence facilitating greater applicability. …"

Confusion matrix for ClinicalBERT model. حسب Ahmed Akib Jawad Karim (20427740)

"…The study emphasizes the possibilities of knowledge distillation to produce effective models fit for use in resource-limited conditions, hence advancing NLP and mental health diagnosis. Furthermore underlined by the considerable decrease in model size without appreciable performance loss is the lower computational resources needed for training and deployment, hence facilitating greater applicability. …"

Confusion matrix for LastBERT model. حسب Ahmed Akib Jawad Karim (20427740)

"…The study emphasizes the possibilities of knowledge distillation to produce effective models fit for use in resource-limited conditions, hence advancing NLP and mental health diagnosis. Furthermore underlined by the considerable decrease in model size without appreciable performance loss is the lower computational resources needed for training and deployment, hence facilitating greater applicability. …"

Student model architecture. حسب Ahmed Akib Jawad Karim (20427740)

"…The study emphasizes the possibilities of knowledge distillation to produce effective models fit for use in resource-limited conditions, hence advancing NLP and mental health diagnosis. Furthermore underlined by the considerable decrease in model size without appreciable performance loss is the lower computational resources needed for training and deployment, hence facilitating greater applicability. …"

Configuration of the LastBERT model. حسب Ahmed Akib Jawad Karim (20427740)

"…The study emphasizes the possibilities of knowledge distillation to produce effective models fit for use in resource-limited conditions, hence advancing NLP and mental health diagnosis. Furthermore underlined by the considerable decrease in model size without appreciable performance loss is the lower computational resources needed for training and deployment, hence facilitating greater applicability. …"

Confusion matrix for DistilBERT model. حسب Ahmed Akib Jawad Karim (20427740)

"…The study emphasizes the possibilities of knowledge distillation to produce effective models fit for use in resource-limited conditions, hence advancing NLP and mental health diagnosis. Furthermore underlined by the considerable decrease in model size without appreciable performance loss is the lower computational resources needed for training and deployment, hence facilitating greater applicability. …"

ROC curve for LastBERT model. حسب Ahmed Akib Jawad Karim (20427740)

"…The study emphasizes the possibilities of knowledge distillation to produce effective models fit for use in resource-limited conditions, hence advancing NLP and mental health diagnosis. Furthermore underlined by the considerable decrease in model size without appreciable performance loss is the lower computational resources needed for training and deployment, hence facilitating greater applicability. …"

Sample Posts from the ADHD dataset. حسب Ahmed Akib Jawad Karim (20427740)

"…The study emphasizes the possibilities of knowledge distillation to produce effective models fit for use in resource-limited conditions, hence advancing NLP and mental health diagnosis. Furthermore underlined by the considerable decrease in model size without appreciable performance loss is the lower computational resources needed for training and deployment, hence facilitating greater applicability. …"

Top-level overview for ADHD classification study. حسب Ahmed Akib Jawad Karim (20427740)

"…The study emphasizes the possibilities of knowledge distillation to produce effective models fit for use in resource-limited conditions, hence advancing NLP and mental health diagnosis. Furthermore underlined by the considerable decrease in model size without appreciable performance loss is the lower computational resources needed for training and deployment, hence facilitating greater applicability. …"

Global average ignition delay time of oil droplets with volume of 0.1-0.5ml. حسب Lei Bai (631944)

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Fractal dimension of flame based on box counting method. حسب Lei Bai (631944)

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Ignition delay process shot by high-speed camera. حسب Lei Bai (631944)

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Relationship between hot surface temperature and ignition delay time. حسب Lei Bai (631944)

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Data disclosure (Bai - manuscript). حسب Lei Bai (631944)

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Experimental bench and corresponding facility. حسب Lei Bai (631944)

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