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Noushath Shaffi

Sultan Qaboos University

PO Box 20

Al-khod SQU 123

Muscat

Oman

  • Sultan Qaboos University

SCHOLARLY PAPERS

2

DOWNLOADS

130

TOTAL CITATIONS

0

Scholarly Papers (2)

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1.

Moment-Based Rigid Registration and Explainability for Interpretable Fracture Zone Localization in X-ray Imaging

Number of pages: 34 Posted: 27 Aug 2025
Aravinda C V, Noushath Shaffi, Smitha Nair, Mohamed Samiulla Khan, Vimbi Viswan and Arjun B C
Middle East College, Sultan Qaboos University, Middle East College, Middle East College, affiliation not provided to SSRN and Malnad College of Engineering
Downloads 87 (777,583)

Abstract:

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Explainable AI (XAI), Medical image analysis, Rigid Registration, EfficientNetB0, CBAM, Grad-CAM, SHAP, LIME, Partial Dependence Plots, Clinical Interpretability, Ensemble Learning, 3D Visualization

2.

Heart Failure Prediction Using Interpretable Ensemble and Deep Learning Approaches

Number of pages: 12 Posted: 29 Jul 2025
Noushath Shaffi, Mohamed Samiulla Khan, Vimbi Viswan, Faizal Hajamohideen, Karthikeyan Subramanian and Mufti Mahmud
Sultan Qaboos University, Middle East College, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN and Nottingham Trent University
Downloads 43 (1,157,785)

Abstract:

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Heart failure prediction, Ensemble learning, Deep learning, SMOTETomek, XGBoost, Stacking, Classification metrics