3D-convolutional neural network
PulseAugur coverage of 3D-convolutional neural network — every cluster mentioning 3D-convolutional neural network across labs, papers, and developer communities, ranked by signal.
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Bayesian optimization framework enhances genetic algorithm hyperparameter tuning for materials science
Researchers have developed a multi-fidelity framework to optimize genetic algorithm (GA) hyperparameters for lattice material design. This framework uses a combination of high-fidelity Fast Fourier Transform (FFT) homog…
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New LaryngealCT Dataset Benchmarks Deep Learning for Cancer Staging
Researchers have developed LaryngealCT, a new benchmark dataset for staging laryngeal cancer using deep learning models. The dataset comprises 1,029 CT scans aggregated from The Cancer Imaging Archive and has been used …
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Deep learning predicts surgical risk from CT scans
Researchers have developed a deep learning pipeline to predict postoperative pancreatic fistula (POPF) using preoperative CT scans. The system automates the process from pancreatic segmentation to classification, aiming…
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RealLiFe achieves real-time light field reconstruction via sparse gradient descent
Researchers have developed RealLiFe, a novel method for real-time light field reconstruction from sparse input images. This technique leverages Hierarchical Sparse Gradient Descent (HSGD) to optimize a coarse Multi-plan…
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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…