Search Results for author: Supreeth P. Shashikumar

Found 2 papers, 1 papers with code

DeepAISE -- An End-to-End Development and Deployment of a Recurrent Neural Survival Model for Early Prediction of Sepsis

no code implementations10 Aug 2019 Supreeth P. Shashikumar, Christopher Josef, ASHISH SHARMA, Shamim Nemati

Sepsis, a dysregulated immune system response to infection, is among the leading causes of morbidity, mortality, and cost overruns in the Intensive Care Unit (ICU).

Specificity Time Series Analysis

Detection of Paroxysmal Atrial Fibrillation using Attention-based Bidirectional Recurrent Neural Networks

1 code implementation7 May 2018 Supreeth P. Shashikumar, Amit J. Shah, Gari. D. Clifford, Shamim Nemati

We also demonstrate the cross-domain generalizablity of the approach by adapting the learned model parameters from one recording modality (ECG) to another (photoplethysmogram) with improved AF detection performance.

Atrial Fibrillation Detection Electrocardiography (ECG)

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