Author

I. I. Tijjani

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Preprint Sep 2026

NIMARC-MRI: Abdominal HASTE Dataset and a Baseline U-Net Exposing the Synthetic-to-Real Gap in Low-Resource Motion Correction

Respiratory motion degrades abdominal T2 HASTE MRI in low- and middle-income countries where vendor motion-correction licenses are unavailable and failed scans are deleted during routine PACS cleanup, precluding supervised training. To address this, we introduce NIMARC-MRI, the first public abdominal MRI dataset from W...

Abdulrazaq A. Zubair, Nafiu Musa Muhammad, S. Krah et al. · 0 citations

Conference Aug 2026

Real-Time Pipeline Leak Detection Using YOLO Model with Generative AI for Intelligent Response Automation

Pipeline leakage presents a significant operational, environmental, and safety challenge in the oil and gas industry, with undetected failures leading to catastrophic consequences, including product loss, environmental contamination, and infrastructure damage. Traditional detection methods, such as pressure and flow...

S. I. Muhammad, N. Makwashi, I. I. Tijjani et al. · SPE Nigeria Annual Internati... · 0 citations

Preprint Aug 2026

A Comparative Evaluation of Deep Learning Object Detection Models on a Real-World Multi-Plant Dataset from Africa

It is demonstrated that modern one-stage and transformer-based detectors provide more reliable and efficient solutions for plant detection in realworld agricultural environments.

I. I. Tijjani, S. Ibrahim, Amina Ibrahim Khaleel et al. · 0 citations