ResNet50-U-Net Deep Learning Model Segments Brain Tumor Subregions from Multimodal MRI
An integrated residual encoder-decoder framework achieved Dice scores of 0.9100 for whole tumor and 0.8151 for enhancing tumor segmentation on ...
An integrated residual encoder-decoder framework achieved Dice scores of 0.9100 for whole tumor and 0.8151 for enhancing tumor segmentation on ...
A new deep learning framework that pairs super-resolution image enhancement with swarm-optimized transfer learning classified Alzheimer's disease stages from MRI ...
EfficientNet-B0 classified six pavement-image categories with 89.8% accuracy on the study dataset, outperforming ResNet50 and supporting a derived road-condition index.
A multistage AI pipeline detected primary molars in children’s intraoral photographs and classified visible findings with 85.9% accuracy in a ...
Researchers combined deep learning, grey wolf optimization, explainable heatmaps and a Gemini-powered chatbot to detect finger millet diseases with 98.36 ...
A new study evaluates a hybrid quantum algorithm for ECG arrhythmia classification, finding it competitive at moderate resolutions but lacking ...
Deep learning models that promise to weigh pastures from photographs may be far less trustworthy than their published accuracy figures ...
A topology-aware deep learning model keeps coronary vessels connected in noisy X-ray angiograms, reaching 88.3 percent Dice on the DCA1 ...
Researchers have unveiled a privacy-preserving image retrieval framework that pairs multi-label deep hashing with LWE-based searchable encryption to search encrypted ...
Researchers in India have built a hybrid graph neural network framework that converts retinal images into graph structures, achieving up ...
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© 2026 Scienmag - Science Magazine