A Systematic Review of Explainable Artificial Intelligence in Terms of Different Application Domains and Tasks
Artificial intelligence (AI) and machine learning (ML) have recently been radically improved and are now being employed in almost every application domain to develop automated or semi-automated systems. To facilitate greater human acceptability of these systems, explainable artificial intelligence (XAI) has experienced significant growth over the last couple of years with the development of highly accurate models but with a paucity of explainability and interpretability. The literature shows evi
Record details
Published: 27 January 2022
Source: OpenAlex
Category: Research
Topics: Safety & alignment · Transparency
Retrieved: 14 July 2026
Related evidence
These records share source-supplied organisations, an exact publisher byline, automatic topics or regions. The reason is shown on every link; related does not mean supporting, agreeing with or verifying this record.
Transparency of AI in Healthcare as a Multilayered System of Accountabilities: Between Legal Requirements and Technical Limitations
OpenAlex · 30 May 2022
Explainable medical imaging AI needs human-centered design: guidelines and evidence from a systematic review
OpenAlex · 19 October 2022
Recent Emerging Techniques in Explainable Artificial Intelligence to Enhance the Interpretable and Understanding of AI Models for Human
OpenAlex · 7 February 2025
The role of explainable artificial intelligence in disease prediction: a systematic literature review and future research directions
OpenAlex · 4 March 2025
Explaining Explanations: An Overview of Interpretability of Machine Learning
OpenAlex · 1 October 2018
Performance Analysis of Explainable Deep Learning-Based Intrusion Detection Systems for IoT Networks: A Systematic Review
OpenAlex · 6 January 2026
How to cite this record
ethics.ai (27 January 2022), “A Systematic Review of Explainable Artificial Intelligence in Terms of Different Application Domains and Tasks,” evidence record 9166, https://ethics.ai/record/9166 (originally published by OpenAlex).
Use and limitations
This page is a stable index and citation surface for a source record. ethics.ai did not author the underlying report and has not independently verified every claim. Automatic topics may be imperfect. For consequential use, quote and cite the original publisher.