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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.

168,738 papers · 148 categories

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2 results for “1DCNN”

Detection of Obstructive Sleep Apnoea Using Features Extracted from Segmented Time-Series ECG Signals Using a One Dimensional Convolutional Neural Networkeess.SP

1DCNN detects OSA from ECG signals with high accuracy.

problem Automated detection of OSA from ECG signals.

method 1DCNN model using convolutional, max pooling, and MLP layers.

result Model achieves high classification results in training and validation.

Obstructive Sleep Apnoea ECG signals 1DCNN Convolutional Neural Network Classification

2020-02-03abs ↗pdf ↗

Modelling Segmented Cardiotocography Time-Series Signals Using One-Dimensional Convolutional Neural Networks for the Early Detection of Abnormal Birth Outcomescs.LG

Gynaecologists and obstetricians visually interpret cardiotocography (CTG) traces using the International Federation of Gynaecology and Obstetrics (FIGO) guidelines to assess the wellbeing of the foetus during antenatal care. This approach has raised concerns among professionals with regards to inter- and intra-variabi…

2019-08-06abs ↗pdf ↗