Unraveling the Black Box: A Review of Explainable Deep Learning Healthcare Techniques

Author:

Murad Nafeesa Yousuf1ORCID,Hasan Mohd Hilmi1,Azam Muhammad Hamza2ORCID,Yousuf Nadia3,Yalli Jameel Shehu1ORCID

Affiliation:

1. Department of Computer and Information Sciences, Universiti Teknologi PETRONAS, Seri Iskandar, Perak, Malaysia

2. Centre for Research in Data Science, Universiti Teknologi PETRONAS, Seri Iskandar, Perak, Malaysia

3. Department of Computer Science, Benazir Bhutto Shaheed University, Karachi, Pakistan

Funder

Fundamental Research Grant Scheme

Ministry of Higher Education, Malaysia

Publisher

Institute of Electrical and Electronics Engineers (IEEE)

Reference93 articles.

1. Towards explainable deep neural networks (xDNN)

2. A survey on deep learning and its applications

3. A deep causal inference approach to measuring the effects of forming group loans in online non-profit microfinance platform;Pham;arXiv:1706.02795,2017

4. Weed detection using deep learning: A systematic literature review;Murad;Sensors,2023

5. Disease Inference from Health-Related Questions via Sparse Deep Learning

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