Ananthapuri Hospitals

Keywords Atrial fibrillation Stroke Multimodal deep learning Artificial intelligence Paper-based electrocardiogram Clinical data integration Risk stratification South Asia Evidence before this study Stroke risk prediction in patients with atrial fibrillation (AF) has traditionally relied on clinical risk scores such as CHA2DS2-VASc, which show only modest discrimination and were largely derived from Western populations.

The present study identified and analyzed the specific stressors experienced by police personnel arising from operational demands and organizational structures along with the interplay of multiple factors within theunique context of Kerala’s policing environment. Findings indicated that operational demands which stem from the inherent aspects of police work contributed to higher levels of stress among police personnel.

Epidemiology Cohort profile Kerala Atrial Fibrillation Registry: a prospective observational study on clinical characteristics, treatment pattern and outcome of atrial fibrillation in Kerala, India, cohort profile Bahuleyan Charantharayil Gopalan1, Narayanan Namboodiri2, Jabir Abdullakutty3, Gregory YH Lip4,5, Allumootil George Koshy6, Venugopal Krishnan Nair7, Shifas Babu8, Shaffi Muhammed9, Jinbert Lordson Azariah10,11, Raju George12, Ashokan Nambiar13, Unni Govindan14, Geevar Zachariah15,...