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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.

168,742 papers · 148 categories

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1 result for “Wheeze”
Deep Neural Network for Respiratory Sound Classification in Wearable Devices Enabled by Patient Specific Model Tuningeess.AS

Deep CNN-RNN model classifies breathing sounds for respiratory disease diagnosis.

problem Automated diagnosis of respiratory diseases using wearable devices.
method Patient-specific model tuning and local log quantization of weights.
result 71.81% accuracy on leave-one-out validation with patient-specific data.
Respiratory Sound ClassificationWearable DevicesDeep LearningPatient Specific ModelsWheeze
2020-04-16abs ↗pdf ↗