Author

N. A. Emran

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Open access 2026

Explainable Machine Learning for Hospital Overcrowding Prediction: A Comparative Study of Predictive Models

Hospital overcrowding requires capacity-based or flow-based measurements, such as occupied beds relative to staffed capacity, boarding time, or emergency-department census. The public NHS Hospital Admitted Patient Care Activity 2023-2024 data used in this study do not contain such an endpoint. We therefore reframe the...

Nurul Izrin Md Saleh, Ikmee U-Daidee, N. A. Emran et al. · International journal of res... · 0 citations

Conference Open access Oct 2026

Optimization of Mount Merapi Image Classification Through the Implementation of the CLAHE Algorithm

Continuous monitoring of Mount Merapi's volcanic activity by the Center for Volcanology and Geological Hazard Mitigation (BPPTKG) is frequently hindered by poor visual image quality caused by adverse weather, heavy cloud cover, dense fog, and insufficient nighttime illumination. These visual constraints impede accurate...

A. H. Pratomo, Azhar Fikri Haryodwiseno, Andika Bayu Aji et al. · RSF Conference Series Engine... · 0 citations

Open access Jul 2026

YOLO11-based deep learning system for automated tubal patency classification in hysterosalpingography: a comparative study for clinical decision support.

While the results are promising for a novel application domain, the model's failure on clinically critical minority classes (Bilateral Blockage, Bilateral Patency) means it is not yet suitable for unsupervised clinical use.

Nasreen Jawaid, I. Brohi, Najma Imtiaz Ali et al. · Scientific Reports · 0 citations