Author

D. M. Balungu

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Open access Sep 2026

Comparative evaluation of traditional and advanced AI models for classifying brain tumor status from MRI reports

To evaluate automated classification of English brain MRI reports into nontumor, posttreatment-tumor, and pretreatment-tumor categories under duplicate-aware internal validation, comparing transparent lexical baselines, a recurrent deep-learning baseline, and pretrained transformer encoders with comprehensive statist...

Hamza Shafiq, A. Masih, Talha Asif et al. · Scientific Reports · 0 citations

Open access Aug 2026

Deep Learning-Based Automated Detection of Tomato Leaf Diseases Using CNNs

A lightweight 17 layer convolutional neural network model enhanced by comprehensive data augmentation is proposed, effectively classifying nine prevalent tomato leaf diseases, providing farmers real time diagnostics with robust generalization across diverse field conditions and significant practical value for precision...

D. M. Balungu, Maksim Aleksandrovich Malykh, Dmitry Evgenievich Burdin et al. · Informatica · 0 citations