Longitudinal Analysis of Predictive Factors for Stroke and Bleeding Events in Atrial Fibrillation Patients: Insights From a Tertiary Care Center Cohort
Bobbadi Gajendra Siva Krishna Pavan Kumar, Arun Surasura, Sravani Lakshmi Chinamanagonda, Sahithi Gubbala, Adusumilli Sri Lakshmi Sai Meghana

TL;DR
This study identifies age and prior stroke as key predictors of stroke and bleeding risks in atrial fibrillation patients over 18 months.
Contribution
The study provides new insights into longitudinal risk factors for stroke and bleeding in atrial fibrillation patients using a tertiary care cohort.
Findings
Age over 70 and prior stroke history significantly increase stroke risk in AF patients.
Prior stroke is also a significant predictor of bleeding events.
Stroke and bleeding incidence rates increased over time, highlighting the need for tailored risk management.
Abstract
Background: Atrial fibrillation (AF) represents a prevalent cardiac arrhythmia associated with increased risks of stroke and bleeding events, necessitating comprehensive risk assessment and management strategies. Objective: This retrospective cohort research aimed to longitudinally analyze risk factors associated with stroke and bleeding incidents in patients diagnosed with AF, focusing on identifying predictive factors and their impact on patient outcomes. Methods: The research enrolled 480 AF patients from a tertiary care center over an 18-month period (2021-2022). Baseline demographic, clinical, and medication data were collected from electronic health records. Patients were monitored for occurrences of stroke and bleeding events during follow-up. Cox proportional hazards models and Kaplan-Meier estimates were utilized to assess risk factor associations and cumulative event…
Genes, proteins, chemicals, diseases, species, mutations and cell lines named across the full text — each resolved to its canonical identifier and authoritative record.
Click any figure to enlarge with its caption.
Figure 1Peer Reviews
No public reviews on file for this paper yet. If you reviewed it on a platform where reviews are public (OpenReview, ICLR, NeurIPS, ICML), you can paste yours below so the community can read it here.
Videos
No videos yet. Explain this paper in a talk, walkthrough, or lecture? Add one.
Taxonomy
TopicsAtrial Fibrillation Management and Outcomes · Antiplatelet Therapy and Cardiovascular Diseases · Cardiac Arrhythmias and Treatments
