Long-term Heart Risk Prediction by Survival Analysis in Echocardiography: Leveraging Machine Learning, Interpretability Techniques, and Advanced Statistical Modelling

Md Abu Sufian, Wahiba Hamzi, Mai Ali, Amira Ali, Boumediene Hamzi

Open source

DOI
10.21203/rs.3.rs-7981575/v1
Published
2025-11-13
Container
Not recorded
Publisher
Springer Science and Business Media LLC
Open access
unknown

Credibility signals

uncertain Score 60/100 under policy 1.0.0. This is a metadata assessment, not a judgment of the paper's conclusions.

Show all credibility signals

Cite this work

BibTeX

@article{allodium:10.21203/rs.3.rs-7981575/v1,
  title = {Long-term Heart Risk Prediction by Survival Analysis in Echocardiography: Leveraging Machine Learning, Interpretability Techniques, and Advanced Statistical Modelling},
  author = {Md Abu Sufian and Wahiba Hamzi and Mai Ali and Amira Ali and Boumediene Hamzi},
  year = {2025},
  doi = {10.21203/rs.3.rs-7981575/v1},
  url = {https://doi.org/10.21203/rs.3.rs-7981575/v1}
}

RIS

TY  - JOUR
TI  - Long-term Heart Risk Prediction by Survival Analysis in Echocardiography: Leveraging Machine Learning, Interpretability Techniques, and Advanced Statistical Modelling
AU  - Md Abu Sufian
AU  - Wahiba Hamzi
AU  - Mai Ali
AU  - Amira Ali
AU  - Boumediene Hamzi
PY  - 2025
DO  - 10.21203/rs.3.rs-7981575/v1
UR  - https://doi.org/10.21203/rs.3.rs-7981575/v1
ER  - 

APA

Sufian, M. A., Hamzi, W., Ali, M., Ali, A., & Hamzi, B. (2025). Long-term Heart Risk Prediction by Survival Analysis in Echocardiography: Leveraging Machine Learning, Interpretability Techniques, and Advanced Statistical Modelling. https://doi.org/10.21203/rs.3.rs-7981575/v1

Source records