Stroke Burden and Baysenian Machine Learning and Risk Modelling In Patient with Mitral Annular Calcification

Authors

• Mustafa Tahir, HCA HealthcareFollow
• Muhammad Abdullah, HCA HealthcareFollow
• Chimbu Chinniah, HCA HealthcareFollow
• Jaafar Hamdan, HCA HealthcareFollow
• Michael D. Moore, HCA HealthcareFollow
• Nagaraja D. Sharma, HCA HealthcareFollow
• Olu Oyesanmi, HCA HealthcareFollow
• Salman M. Muddassir, HCA HealthcareFollow

Files

Division

West Florida

Hospital

HCA Florida Oak Hill Hospital

Specialty

Internal Medicine

Document Type

Poster

Publication Date

2026

Keywords

mitral annular calcification, stroke risk, Bayesian machine learning, predictive modeling, cardiovascular outcomes

Disciplines

Cardiovascular Diseases | Internal Medicine | Medicine and Health Sciences

Original Publisher

HCA Healthcare Graduate Medical Education

Recommended Citation

Tahir, Mustafa; Abdullah, Muhammad; Chinniah, Chimbu; Hamdan, Jaafar; Moore, Michael D.; Sharma, Nagaraja D.; Oyesanmi, Olu; and Muddassir, Salman M., "Stroke Burden and Baysenian Machine Learning and Risk Modelling In Patient with Mitral Annular Calcification" (2026). West Florida Division GME Research Day 2026. 47.
https://scholarlycommons.hcahealthcare.com/westflorida2026/47