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Sankore

Named after the University of Sankore in Timbuktu — one of the world’s oldest centres of learning. Every figure here is computed from work-level records in our own graph, never copied from a source’s summary count.

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Eigenvalue-Based Diagnostic Equity Testing: A Random Matrix Framework for Detecting Multi-Dimensional Performance Disparities in Clinical Classifiers

2026MathematicsJournalOpen access

10.3390/math14142583 Full text0 citations

Authors

6 authors across 6 institutions in 2 countries.

Oyebayo Ridwan OlaniranFirst authorCorresponding
- University of Ilorin (NG)
Ali Rashash R Alzahrani
as printed: Ali Rashash R. Alzahrani
Mohammed H. Alharbi
Nada MohammedSaeed Alharbi
as printed: Nada Mohammed Saeed Alharbi
Asma Ahmad Alzahrani
Saheed Ajibade KunleSenior author
- Kwara State University (NG)

Fields

Assignment is probabilistic — a work belongs to several fields in proportions.

Imbalanced Data Classification Techniqueslevel 3 · 0.73
Adversarial Robustness in Machine Learninglevel 3 · 0.03
Machine Learning in Healthcarelevel 3 · 0.03

Sources

Several sources describing one work is the point — it means the record rests on more than one authority.

openalexseen September 9, 2026
2026 · Mathematics · 0 citations
https://openalex.org/W7169596617

Eigenvalue-Based Diagnostic Equity Testing: A Random Matrix Framework for Detecting Multi-Dimensional Performance Disparities in Clinical Classifiers · Sankore