crossrefMachine Learning and Knowledge Extraction2025-10-15Cited by 1
Image-Based Deep Learning for Brain Tumour Transcriptomics: A Benchmark of DeepInsight, Fotomics, and Saliency-Guided CNNs
Ali Alyatimi, Vera Chung, Muhammad Atif Iqbal, Ali Anaissi
Classifying brain tumour transcriptomic data is crucial for precision medicine but remains challenging due to high dimensionality and limited interpretability of conventional models. This study benchmarks three image-based deep learning approaches, DeepInsight, Fotomics, and a no…