On-device research index

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.

169,051 papers · 148 categories

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2 results for “Telehealth”

Automatic Diagnosis of Short-Duration 12-Lead ECG using a Deep Convolutional Networkeess.SP

Deep neural network predicts ECG abnormalities from short-duration exams.

problem Improving accuracy of ECG diagnosis from short-duration exams.

method Residual neural network with 9 convolutional layers trained on large dataset.

result Model outperformed medical doctors on ECG abnormalities.

ECG diagnosis Deep learning Residual networks Telehealth Cardiology

2018-11-28abs ↗pdf ↗

Automatic diagnosis of the 12-lead ECG using a deep neural networkcs.LG

Deep neural networks improve ECG diagnosis accuracy.

problem Limited accuracy of existing ECG analysis models.

method Trained a deep neural network on a large dataset of 12-lead ECG exams.

result DNN outperforms human doctors in recognizing 6 types of ECG abnormalities.

ECG analysis Deep learning Neural networks Clinical practice Cardiology

2019-04-02abs ↗pdf ↗