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Dikshya Aryal

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2 papers indexed here

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Open access Sep 2026

Early Detection of Cardiac Arrhythmia Using Bi-LSTM Networks on ECG Signals

Cardiovascular diseases (CVDs) are a top global cause of death. Early detection of cardiac abnormalities using non-invasive techniques, such as electrocardiogram (ECG) signals, plays a significant role in improving patient outcomes and reducing mortality. Traditional methods rely on handcrafted feature extraction, whic...

Dikshya Aryal, Hemant Joshi · 0 citations
Open access Sep 2026

GNN-Based Traffic Flow Forecasting and Its Future Scope in Nepal

In modern urban environments, traffic congestion poses a significant challenge for intelligent transportation systems, which demand accurate and scalable traffic flow forecasting solutions. Conventional time series approaches fail to capture the spatial dependencies inherent in road networks, which motivates the use of...

Dikshya Aryal, Hemant Joshi · 0 citations

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