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arXiv research

A locally-built, LLM-digested index of recent arXiv papers in quant finance, geometry/topology, and statistical ML — keyword search served straight from SQLite on this machine.

168,932 papers · 148 categories

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2 results for “neurodevelopment”

Interpreting Age Effects of Human Fetal Brain from Spontaneous fMRI using Deep 3D Convolutional Neural Networkseess.IV

Deep CNNs identify age-related patterns in fetal brain activity.

problem Understanding age effects in fetal brain development.

method Supervised 3D Convolutional Neural Networks applied to fetal fMRI data.

result Deep CNNs can distinguish age groups in fetal brain activity.

fetal brain neurodevelopment fMRI deep learning convolutional neural networks

2019-06-09abs ↗pdf ↗

Spatio-Temporal Graph Convolution for Resting-State fMRI Analysiscs.LG

ST-GCN improves rs-fMRI prediction accuracy by modeling spatio-temporal graph connectivity.

problem Existing rs-fMRI methods neglect functional connectivity or temporal dynamics.

method Spatio-temporal graph convolutional network (ST-GCN) trained on BOLD time series.

result ST-GCN predicts gender and age more accurately than common methods.

resting-state fMRI spatio-temporal graph graph convolutional network functional connectivity BOLD signal

2020-03-24abs ↗pdf ↗