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

“…After the model creation, we applied the resulting model, LastBERT, to a real-world task—classifying severity levels of Attention Deficit Hyperactivity Disorder (ADHD)-related concerns from social media text data. Referring to LastBERT, a customized student BERT model, we significantly lowered model parameters from 110 million BERT base to 29 million-resulting in a model approximately 73.64% smaller. …”

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

“…After the model creation, we applied the resulting model, LastBERT, to a real-world task—classifying severity levels of Attention Deficit Hyperactivity Disorder (ADHD)-related concerns from social media text data. Referring to LastBERT, a customized student BERT model, we significantly lowered model parameters from 110 million BERT base to 29 million-resulting in a model approximately 73.64% smaller. …”

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

“…After the model creation, we applied the resulting model, LastBERT, to a real-world task—classifying severity levels of Attention Deficit Hyperactivity Disorder (ADHD)-related concerns from social media text data. Referring to LastBERT, a customized student BERT model, we significantly lowered model parameters from 110 million BERT base to 29 million-resulting in a model approximately 73.64% smaller. …”

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

“…After the model creation, we applied the resulting model, LastBERT, to a real-world task—classifying severity levels of Attention Deficit Hyperactivity Disorder (ADHD)-related concerns from social media text data. Referring to LastBERT, a customized student BERT model, we significantly lowered model parameters from 110 million BERT base to 29 million-resulting in a model approximately 73.64% smaller. …”

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

“…After the model creation, we applied the resulting model, LastBERT, to a real-world task—classifying severity levels of Attention Deficit Hyperactivity Disorder (ADHD)-related concerns from social media text data. Referring to LastBERT, a customized student BERT model, we significantly lowered model parameters from 110 million BERT base to 29 million-resulting in a model approximately 73.64% smaller. …”

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

“…After the model creation, we applied the resulting model, LastBERT, to a real-world task—classifying severity levels of Attention Deficit Hyperactivity Disorder (ADHD)-related concerns from social media text data. Referring to LastBERT, a customized student BERT model, we significantly lowered model parameters from 110 million BERT base to 29 million-resulting in a model approximately 73.64% smaller. …”

Aging enhances α-SMA expression and collagen accumulation in the kidney. by Lihua Qiu (178071)

The main characteristics of analysed TAHs for the Slovenian cattle farming sector. by Jure Brečko (20314959)

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Scheme of the SiTFarm tool–farm to sector level. by Jure Brečko (20314959)

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Economic indicators for cattle fattening sector, annually and as an average for 2018–2022. by Jure Brečko (20314959)

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S1 File - by Jure Brečko (20314959)

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Economic indicators, including total revenue, variable costs and gross margin for the cattle feeding sector, on a monthly, and yearly basis for the period 2018–2022. by Jure Brečko (20314959)

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Descriptive statistics for GM/h on typical cattle farming TAHs, for the monthly calculated period 2018–2022. by Jure Brečko (20314959)

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GHG emissions in TAHs. by Jure Brečko (20314959)

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Utilization of arable land and grassland TAHs are in, in %. by Jure Brečko (20314959)

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Relative monthly changes in calculated GM/h on typical cattle TAHs in Slovenia and scatter box plot for GM/h. by Jure Brečko (20314959)

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(a) Lactate suppression by sequential re-insertion of cmpd at low concentration in Jurkat cells. by Samo Lešnik (21073880)

Preliminary screening of selected compounds for suppressing lactate and superoxide formation in Jurkat cells. by Samo Lešnik (21073880)

Half maximal inhibitory concentrations (IC₅₀) of selected compounds. by Samo Lešnik (21073880)

Dose-dependent reduction of lactate formation by Jurkat cells. by Samo Lešnik (21073880)