Hemostasis Today
NewsFeed
Headlines Hematology Health Medicine VTE ASH Plasma Donation
July, 2026
July 2026
M T W T F S S
 12345
6789101112
13141516171819
20212223242526
2728293031  
Taiwo Oluwatosin Omolase: How Data-Driven Risk Stratification Can Support Early Stroke Detection and Prevention
Taiwo Oluwatosin Omolase/LinkedIn
Mar 5, 2026, 14:07

Taiwo Oluwatosin Omolase: How Data-Driven Risk Stratification Can Support Early Stroke Detection and Prevention

Taiwo Oluwatosin Omolase, Data Analyst at Kinplus Technologies, shared on LinkedIn:

”Stroke Risk Analytics Dashboard | Healthcare Data Project

I recently analyzed 5,109 patient records from the Kaggle Stroke Prediction Dataset to explore patterns in stroke occurrence.

Key Findings:

  • Total Stroke Cases: 249 (4.87%)
  • Average Stroke Age: 67.7 years
  • Female patients recorded more stroke cases (141 vs 108 males)
  • 73% of stroke patients had no diagnosed hypertension
  • Age 60+ consistently showed stronger association with stroke occurrence.

What This Project Reinforced:

  • Raw counts can be misleading in healthcare analytics.
  • Risk interpretation requires subgroup rate calculations, not just frequency.
  • For example, while a large number of stroke cases appeared in older non smokers without hypertension, this may reflect population distribution rather than elevated individual risk.

Tools Used:

Power BI | DAX

As a pharmacist with growing interest in healthcare analytics, I am particularly passionate about how datadriven risk stratification can support early detection and preventive medicine.

I welcome feedback from healthcare professionals and data scientists.”

Taiwo Oluwatosin Omolase: How Data-Driven Risk Stratification Can Support Early Stroke Detection and Prevention

Stay updated on all scientific advances with Hemostasis Today.

Health Hematology Hemostasis Hemostasis News Hemostasis Today Kaggle Stroke Prediction Dataset Medicine stroke Taiwo Oluwatosin Omolase thrombosis
NewsFeed