Explainable Stacked Ensemble Deep Learning (SEDL) Framework to Determine Cause of Death from Verbal Autopsies

Explainable Stacked Ensemble Deep Learning (SEDL) Framework to Determine Cause of Death from Verbal Autopsies

Verbal autopsies (VA) are commonly used in Low- and Medium-Income Countries (LMIC) to determine cause of death (CoD) where death occurs outside clinical settings, with the most commonly used international gold standard being physician medical certification. Interviewers elicit information from relat...

Full description

Bibliographic Details
Main Authors: Michael T. Mapundu, Chodziwadziwa W. Kabudula, Eustasius Musenge, Victor Olago, Turgay Celik
Format: Article
Language:English
Published: MDPI AG 2023-10-01
Series:Machine Learning and Knowledge Extraction
Subjects:
cause of death
CNN
deep learning
LIME
LSTM
machine learning
Online Access:https://www.mdpi.com/2504-4990/5/4/79

Internet

https://www.mdpi.com/2504-4990/5/4/79

Similar Items