Perineural invasion
PulseAugur coverage of Perineural invasion — every cluster mentioning Perineural invasion across labs, papers, and developer communities, ranked by signal.
- 2026-07-14 research_milestone Three new AI models were introduced for predicting perineural invasion from 3D MRI scans. source
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SCINTILLA-SNN: Novel Spiking Network Predicts Cancer Invasion with High Efficiency
Researchers have developed SCINTILLA-SNN, a novel 3D spiking neural network designed for predicting perineural invasion (PNI) in cholangiocarcinoma (CCA) using magnetic resonance imaging (MRI). This network utilizes a h…
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New OAS-MIL framework predicts cancer risk from MRI scans · 2 sources tracked
Researchers have developed a weakly supervised framework called Order-Aware Slab Multiple Instance Learning (OAS-MIL) to predict the risk of perineural invasion (PNI) in intrahepatic cholangiocarcinoma (ICC) using preop…
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New AI models improve 3D MRI prediction of cancer invasion · 3 sources tracked
Researchers have developed three novel deep learning architectures for predicting perineural invasion (PNI) from 3D MRI scans, a critical factor in cholangiocarcinoma prognosis. SpikeDS, a spiking neural network, levera…