In individuals affected by PCA, there is a significant downregulation of genes associated with the cholesterol biosynthetic pathway. حسب Leemon Nikhila (22250736)

Supplementary file 1_Biodegradable plastic film mulch increased nitrous oxide emissions in organic leek but decreased emissions in organic cabbages.docx حسب Martin Samphire (22525445)

Study selection process. حسب Juan Gu (288925)

Recruitment flow diagram of the current study. حسب Somayeh Momenyan (10111603)

"…</p><p>Conclusions</p><p>Clinicians should assess and address patients’ recovery expectations early in the care process, as these may significantly influence long-term HRQoL outcomes. …"

Literature comparison. حسب Saravanan Manoharan (21273304)

"…To reduce labeling effort, we apply a Query by Committee-based active learning technique, significantly decreasing the required labeling effort by one-sixth. …"

Flow chart of proposed system. حسب Saravanan Manoharan (21273304)

"…To reduce labeling effort, we apply a Query by Committee-based active learning technique, significantly decreasing the required labeling effort by one-sixth. …"

Literature review. حسب Saravanan Manoharan (21273304)

"…To reduce labeling effort, we apply a Query by Committee-based active learning technique, significantly decreasing the required labeling effort by one-sixth. …"

IMU data and video synchronization. حسب Saravanan Manoharan (21273304)

"…To reduce labeling effort, we apply a Query by Committee-based active learning technique, significantly decreasing the required labeling effort by one-sixth. …"

Confusion matrix-punch classification. حسب Saravanan Manoharan (21273304)

"…To reduce labeling effort, we apply a Query by Committee-based active learning technique, significantly decreasing the required labeling effort by one-sixth. …"

Parkinson’s and age-matched control results. حسب Adam M. Roth (19845864)

S1 File - حسب Ahmed Akib Jawad Karim (20427740)

"…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 ClinicalBERT model. حسب Ahmed Akib Jawad Karim (20427740)

"…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 LastBERT model. حسب Ahmed Akib Jawad Karim (20427740)

"…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. …"

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

"…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. حسب Ahmed Akib Jawad Karim (20427740)

"…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. حسب Ahmed Akib Jawad Karim (20427740)

"…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. حسب Ahmed Akib Jawad Karim (20427740)

"…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. حسب Ahmed Akib Jawad Karim (20427740)

"…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. حسب Ahmed Akib Jawad Karim (20427740)

"…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. …"

Some examples of selected Chinese characters. حسب Weijia Zhu (65481)

"…Our model shows clear enhancements in structural accuracy (SSIM improved to 0.91), pixel-level fidelity (RMSE reduced to 2.68), perceptual quality aligned with human vision (LPIPS reduced to 0.07), and stylistic realism (FID decreased to 13.87). It reduces the model size to 100M parameters, cuts training time to just 1.3 hours, and lowers inference time to only 21 minutes. …"