Application of federated learning techniques for arrhythmia classification using 12-lead ECG signals

no code implementations • 23 Aug 2022 • Daniel Mauricio Jimenez Gutierrez, Hafiz Muuhammad Hassan, Lorella Landi, Andrea Vitaletti, Ioannis Chatzigiannakis

Artificial Intelligence-based (AI) analysis of large, curated medical datasets is promising for providing early detection, faster diagnosis, and more effective treatment using low-power Electrocardiography (ECG) monitoring devices information.

Decision Making Electrocardiography (ECG) +3

Comparison of Decision Tree Based Classification Strategies to Detect External Chemical Stimuli from Raw and Filtered Plant Electrical Response

no code implementations • 13 May 2017 • Shre Kumar Chatterjee, Saptarshi Das, Koushik Maharatna, Elisa Masi, Luisa Santopolo, Ilaria Colzi, Stefano Mancuso, Andrea Vitaletti

Plants monitor their surrounding environment and control their physiological functions by producing an electrical response.

Classification General Classification +1

Exploring Strategies for Classification of External Stimuli Using Statistical Features of the Plant Electrical Response

no code implementations • 29 Nov 2016 • Shre Kumar Chatterjee, Saptarshi Das, Koushik Maharatna, Elisa Masi, Luisa Santopolo, Stefano Mancuso, Andrea Vitaletti

Plants sense their environment by producing electrical signals which in essence represent changes in underlying physiological processes.

Classification General Classification +2