MRI scans
PulseAugur coverage of MRI scans — every cluster mentioning MRI scans across labs, papers, and developer communities, ranked by signal.
2 day(s) with sentiment data
-
VGG16 leads Alzheimer's detection in MRI scans across ten CNNs
Researchers have benchmarked ten different convolutional neural network (CNN) architectures for detecting Alzheimer's disease from single-view MRI scans. The study utilized a transfer learning and fine-tuning pipeline o…
-
Privacy-preserving federated learning advances personalized breast cancer prediction
Researchers have developed a privacy-preserving federated learning framework for personalized breast cancer prediction using multimodal data. This approach aims to maintain data locality while achieving predictive perfo…
-
AI model effectively segments brain lesions using partial MRI data
Researchers have developed and evaluated six strategies for training deep learning models to segment white matter hyperintensities and stroke lesions in MRI scans, particularly when dealing with partially labeled datase…
-
Simple MIL matches complex models for 3D neuroimage classification
Researchers have published a benchmark comparing multiple instance learning (MIL) methods against 3D CNNs and ViTs for classifying 3D neuroimages. The study found that a simple mean pooling MIL approach, without attenti…