ROC curve for the proposed Classification model across AD, MCI, and CN. by Muhammad Zubair (728141)

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Proposed hybrid framework for Alzheimer’s disease classification. by Muhammad Zubair (728141)

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Confusion Metrics: Presenting classification results on the test set. by Muhammad Zubair (728141)

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XAI Saliency map visualization for the proposed model. by Muhammad Zubair (728141)

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Original 2D MRI views of the brain. by Muhammad Zubair (728141)

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Summary of recent Alzheimer’s classification studies. by Muhammad Zubair (728141)

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SVM Hyperparameter Tuning Results Using Grid Search. by Muhammad Zubair (728141)

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Original dataset composition (Raw from ADNI). by Muhammad Zubair (728141)

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Class-wise performance on the test set. by Muhammad Zubair (728141)

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Comparison of the Classification performance of the proposed model calculated on the test set with state-of-the-art Approaches. by Muhammad Zubair (728141)

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Details of Hyperparameters. by Muhammad Zubair (728141)

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Comparative performance analysis of different architectures. by Muhammad Zubair (728141)

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Proposed Alzheimer’s disease classification pipeline using Multi-Scale EfficientNet with SVM. by Muhammad Zubair (728141)

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Ablation Study Result. by Muhammad Zubair (728141)

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Effect of Viscosol on upstream mediators of inflammasomes activation, PTP1B and inflammasome complexes. by Summan Thahiem (20988319)

Performance comparison of ML models. by Gourab Saha (8987405)

“…<div><p>As the world population is increasing day by day, so is the need for more advanced automated precision agriculture to meet the increasing demands for food while decreasing labor work and saving water for crops. …”

Comparative data of different soil samples. by Gourab Saha (8987405)

“…<div><p>As the world population is increasing day by day, so is the need for more advanced automated precision agriculture to meet the increasing demands for food while decreasing labor work and saving water for crops. …”

Confusion matrix of random forest model. by Gourab Saha (8987405)

“…<div><p>As the world population is increasing day by day, so is the need for more advanced automated precision agriculture to meet the increasing demands for food while decreasing labor work and saving water for crops. …”

Sensor value scenario for fuzzy logic algorithm. by Gourab Saha (8987405)

“…<div><p>As the world population is increasing day by day, so is the need for more advanced automated precision agriculture to meet the increasing demands for food while decreasing labor work and saving water for crops. …”

Evaluation metrics of selected ML models. by Gourab Saha (8987405)

“…<div><p>As the world population is increasing day by day, so is the need for more advanced automated precision agriculture to meet the increasing demands for food while decreasing labor work and saving water for crops. …”