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Current Challenges and Future Opportunities for XAI in Machine Learning-Based Clinical Decision Support Systems: A Systematic Review

Applied sciences, 2021-06, Vol.11 (11), p.5088

2021

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A Survey on Medical Explainable AI (XAI): Recent Progress, Explainability Approach, Human Interaction and Scoring System

Sensors (Basel, Switzerland), 2022-10, Vol.22 (20), p.8068

2022

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Explainability and Transparency of Classifiers for Air-Handling Unit Faults Using Explainable Artificial Intelligence (XAI)

Sensors (Basel, Switzerland), 2022-08, Vol.22 (17), p.6338

2022

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Spatial flood susceptibility mapping using an explainable artificial intelligence (XAI) model

Di xue qian yuan., 2023-11, Vol.14 (6), p.101625, Article 101625

2023

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An XAI method for convolutional neural networks in self-driving cars

PloS one, 2022-08, Vol.17 (8), p.e0267282-e0267282

2022

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Explainable Artificial Intelligence (XAI) in Pain Research: Understanding the Role of Electrodermal Activity for Automated Pain Recognition

Sensors (Basel, Switzerland), 2023-02, Vol.23 (4), p.1959

2023

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Toward explainable AI (XAI) for mental health detection based on language behavior

Frontiers in psychiatry, 2023-12, Vol.14, p.1219479-1219479

2023

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Editorial: Explainable Artificial Intelligence (XAI) in Systems Neuroscience

Frontiers in systems neuroscience, 2021-10, Vol.15, p.766980-766980

2021

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On the Soundness of XAI in Prognostics and Health Management (PHM)

Information (Basel), 2023-04, Vol.14 (5), p.256

2023

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Explainable artificial intelligence (XAI) in radiology and nuclear medicine: a literature review

Frontiers in medicine, 2023-05, Vol.10, p.1180773-1180773

2023

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OD-XAI: Explainable AI-Based Semantic Object Detection for Autonomous Vehicles

Applied sciences, 2022-06, Vol.12 (11), p.5310

2022

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Working in contexts for which transparency is important: A recordkeeping view of explainable artificial intelligence (XAI)

Records management journal (London, England), 2020-07, Vol.30 (2), p.143-153

Bunn, Jenny

2020

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Using XAI for Deep Learning-Based Image Manipulation Detection with Shapley Additive Explanation

Symmetry (Basel), 2022-08, Vol.14 (8), p.1611

2022

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Justifying Arabic Text Sentiment Analysis Using Explainable AI (XAI): LASIK Surgeries Case Study

Information (Basel), 2022-11, Vol.13 (11), p.536

2022

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Deep Learning XAI for Bus Passenger Forecasting: A Use Case in Spain

Mathematics (Basel), 2022-05, Vol.10 (9), p.1428

2022

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Explainable AI: A Review of Machine Learning Interpretability Methods

Entropy (Basel, Switzerland), 2020-12, Vol.23 (1), p.18

2020

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Symbolic AI for XAI: Evaluating LFIT Inductive Programming for Explaining Biases in Machine Learning

Computers (Basel), 2021-11, Vol.10 (11), p.154

2021

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Explainable artificial intelligence models using real-world electronic health record data: a systematic scoping review

Journal of the American Medical Informatics Association : JAMIA, 2020-07, Vol.27 (7), p.1173-1185

2020

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Explainable Deep Learning Models in Medical Image Analysis

Journal of imaging, 2020-06, Vol.6 (6), p.52

2020

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Demystifying Supervised Learning in Healthcare 4.0: A New Reality of Transforming Diagnostic Medicine

Diagnostics (Basel), 2022-10, Vol.12 (10), p.2549

2022

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Classification of Skin Cancer Lesions Using Explainable Deep Learning

Sensors (Basel, Switzerland), 2022-09, Vol.22 (18), p.6915

2022

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Explainable GeoAI: can saliency maps help interpret artificial intelligence's learning process? An empirical study on natural feature detection

International journal of geographical information science : IJGIS, 2023-05, Vol.37 (5), p.963-987

2023

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Glassboxing Deep Learning to Enhance Aircraft Detection from SAR Imagery

Remote sensing (Basel, Switzerland), 2021-09, Vol.13 (18), p.3650

2021

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Deep Learning model and Classification Explainability of Renewable energy-driven Membrane Desalination System using Evaporative Cooler

Alexandria engineering journal, 2022-12, Vol.61 (12), p.10007-10024

2022

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Explainable Artificial Intelligence Reveals Novel Insight into Tumor Microenvironment Conditions Linked with Better Prognosis in Patients with Breast Cancer

Cancers, 2021-07, Vol.13 (14), p.3450

2021

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Current Challenges and Future Opportunities for XAI in Machine Learning-Based Clinical Decision Support Systems: A Systematic Review

A Survey on Medical Explainable AI (XAI): Recent Progress, Explainability Approach, Human Interaction and Scoring System

Explainability and Transparency of Classifiers for Air-Handling Unit Faults Using Explainable Artificial Intelligence (XAI)

Spatial flood susceptibility mapping using an explainable artificial intelligence (XAI) model

An XAI method for convolutional neural networks in self-driving cars

Explainable Artificial Intelligence (XAI) in Pain Research: Understanding the Role of Electrodermal Activity for Automated Pain Recognition

Toward explainable AI (XAI) for mental health detection based on language behavior

Editorial: Explainable Artificial Intelligence (XAI) in Systems Neuroscience

On the Soundness of XAI in Prognostics and Health Management (PHM)

Explainable artificial intelligence (XAI) in radiology and nuclear medicine: a literature review

OD-XAI: Explainable AI-Based Semantic Object Detection for Autonomous Vehicles

Working in contexts for which transparency is important: A recordkeeping view of explainable artificial intelligence (XAI)

Using XAI for Deep Learning-Based Image Manipulation Detection with Shapley Additive Explanation

Justifying Arabic Text Sentiment Analysis Using Explainable AI (XAI): LASIK Surgeries Case Study

Deep Learning XAI for Bus Passenger Forecasting: A Use Case in Spain

Explainable AI: A Review of Machine Learning Interpretability Methods

Symbolic AI for XAI: Evaluating LFIT Inductive Programming for Explaining Biases in Machine Learning

Explainable artificial intelligence models using real-world electronic health record data: a systematic scoping review

Explainable Deep Learning Models in Medical Image Analysis

Demystifying Supervised Learning in Healthcare 4.0: A New Reality of Transforming Diagnostic Medicine

Classification of Skin Cancer Lesions Using Explainable Deep Learning

Explainable GeoAI: can saliency maps help interpret artificial intelligence's learning process? An empirical study on natural feature detection

Glassboxing Deep Learning to Enhance Aircraft Detection from SAR Imagery

Deep Learning model and Classification Explainability of Renewable energy-driven Membrane Desalination System using Evaporative Cooler

Explainable Artificial Intelligence Reveals Novel Insight into Tumor Microenvironment Conditions Linked with Better Prognosis in Patients with Breast Cancer

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