A Novel Framework for Prediction and Detection of Myocardial Ischemia with Single Lead ECG and PAT
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A Novel Framework for Prediction and Detection of Myocardial Ischemia with Single Lead ECG and PAT

The Heart Rate Variability and Pulse Arrival Time are combined using a single lead ECG and simultaneous capture of the arterial pulse. The test procedure is carried out on 75 subjects consisting of a male(80%) and female(20%) with 39 existing MI cases, 24 long-term diabetics with high MI probability, and other normal subjects. This system…

Cardiac Risk Assessment for COPD patients from Lyfas, A Clinically Validated Smartphone Application
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Cardiac Risk Assessment for COPD patients from Lyfas, A Clinically Validated Smartphone Application

Lyfas monitors cardiac risks in the COPD patients using non invasive smartphone application and gives timely alert for hospitalization. A Research publication with title “Statistical Validation of Cardiovascular Digital Biomarkers Towards Monitoring the Cardiac Risk in COPD: A Lyfas Case Study”

Lyfas, A Smartphone-Based Subclinical Depression Tracker ISSN 2641-4317
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Lyfas, A Smartphone-Based Subclinical Depression Tracker ISSN 2641-4317

The study found that 77% of the subjects (84% females and 72% males) showed traces of Subclinical
depression, further validated by a senior psychiatrist through a series of consultations. ‘Insomnia’ (males 36% and females 71%) and ‘Negative thoughts’ (males 36% and females 46%) were the two correlated high-rank effects of the Subclinical depression in the sample.