Read Abstract
Authors: AO Akanmu, MA Abiala, AM Akanmu, OO Amund
Scholarly Contributions
Academic Publications
Explore peer-reviewed articles, books, conference proceedings, and groundbreaking research published by Mountain Top University faculty members.
📚
Total: 1,961 Academic Publications
👁️
Summation: 120,940 Article Clicks & Reads
Popular Academic Themes & Topics
Nigeria
460
State
140
Effect
130
Nigerian
126
Lagos
114
Selected
98
Properties
93
Quality
90
Performance
87
Development
85
Management
80
State Nigeria
79
Studies
75
Rats
75
Economic
73
Evaluation
67
Induced
60
Among
59
Flour
57
Fixed
56
Growth
56
African
55
Chemical
52
Extract
52
Corporate
52
Nutritional
51
Comparative
49
Production
49
Food
48
Aqueous
48
Financial
46
Lagos State
46
Waste
45
Social
45
Leaf
45
Mr. Ekundayo Hunsipe Ekundayo Gabriel Gabriel Hunsipe
Assistant Lecturer
🏛️ Computer Science and Mathematics
Mr. Ekundayo Hunsipe Ekundayo Gabriel Gabriel Hunsipe
Assistant Lecturer
🏛️ Computer Science and Mathematics
Read Abstract
Breast cancer remains a leading cause of cancer-related mortality among women, necessitating reliable and interpretable prognostic models for personalized treatment planning. This study developed a leakage-aware, explainable machine learning framework for breast cancer survival prediction using clinicopathological data from 4,024 patients in the SEER database. The framework integrated feature engineering, leakage detection, hyperparameter optimization, calibration assessment, and explainable artificial intelligence. Among five evaluated algorithms, CatBoost achieved the best performance, with a ROC-AUC of 0.725 and a five-fold cross-validated ROC-AUC of 0.746 (95% CI: 0.708–0.785). SHAP analysis identified Node Ratio, Age, Hormone Index, Tumor Burden, and Grade as the most influential predictors. The proposed framework provides transparent, reliable, and clinically relevant prognostic predictions for breast cancer risk stratification.
Read Abstract
Authors: CI Nwanguma
Read Abstract
Authors: CI Nwanguma, MAA Enebe
Read Abstract
Authors: JO OMOKEHINDE, OJ AKINYOMI, EO OLURIN
The decolourising potential of some laccase-producing Curvularia and Paradictyoarthrinium species
2026Read Abstract
Authors: SA Fasiku, GA Akinrinsade, SA Aregbesola, BO Olajide, FJ Afolabi, ...
Read Abstract
Authors: K Fijabi, S Owolabi, A Ajibade, F Ogedengbe
Read Abstract
Authors: OBA Ajibola, O Bamitale, DAB Babajide, D Adesina, EOO Olurin, ...
Read Abstract
Authors: BC Adebayo-Tayo, GE Adebami, OM Adelabu, OT Durojaye, JF Sanusi
Read Abstract
Authors: CI Nwanguma
Read Abstract
Authors: SO Obasa, A Enebi