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ISSC 2025

Dynamic Prediction of Mortality in ACS Patients

A time-aware prediction project focused on mortality risk in acute coronary syndrome patients.

Date
2025
Location
Warsaw, Poland
Format
Conference presentation
Awarded

Session details

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Venue
ISSC
Recognition
1st place, Internal Medicine session; Best project by Cardiology Journal
Materials
No public assets

Summary

What the session covered and why it mattered.

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The talk presented mortality modeling for acute coronary syndrome patients with emphasis on changing risk over time. It argued for prediction workflows that reflect evolving clinical trajectories rather than a single snapshot assessment.

Brings dynamic risk prediction into acute cardiovascular decision-making rather than relying only on static baselines.

Session context

Event
ISSC 2025
Date
2025
Location
Warsaw, Poland
Format
Conference presentation

Outcome

Recognition, result, and the talk's core takeaway.

Award details stay visible when present, while non-awarded talks keep a complete canonical record.

Recognition

1st place, Internal Medicine session; Best project by Cardiology Journal

Recognition captured from the conference program and retained on the canonical talk page.

Takeaway

Brings dynamic risk prediction into acute cardiovascular decision-making rather than relying only on static baselines.

Topic map

cardiologyacute coronary syndromemortality prediction

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