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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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eXplainable Artificial Intelligence (XAI) for improving organisational regility

PloS one, 2024-04, Vol.19 (4), p.e0301429-e0301429

2024

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Explainable AI (xAI) for Anatomic Pathology

Advances in anatomic pathology, 2020-07, Vol.27 (4), p.241

2020

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eXplainable Artificial Intelligence (XAI) for the identification of biologically relevant gene expression patterns in longitudinal human studies, insights from obesity research

PLoS computational biology, 2020-04, Vol.16 (4), p.e1007792-e1007792

2020

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Explainable artificial intelligence (XAI) detects wildfire occurrence in the Mediterranean countries of Southern Europe

Scientific reports, 2022-09, Vol.12 (1), p.16349-16349, Article 16349

2022

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Explainable Artificial Intelligence (XAI) for Intrusion Detection and Mitigation in Intelligent Connected Vehicles: A Review

Applied sciences, 2023-02, Vol.13 (3), p.1252

2023

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Ensemble learning based transmission line fault classification using phasor measurement unit (PMU) data with explainable AI (XAI)

PloS one, 2024, Vol.19 (2), p.e0295144-e0295144

2024

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Improving traffic accident severity prediction using MobileNet transfer learning model and SHAP XAI technique

PloS one, 2024-04, Vol.19 (4), p.e0300640-e0300640

Aboulola, Omar Ibrahim

2024

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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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Late Paleozoic and Mesozoic evolution of the Lhasa Terrane in the Xainza area of southern Tibet

Tectonophysics, 2017-11, Vol.721, p.415-434

2017

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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: Evaluating the Objective and Subjective Impacts of xAI on Human-Agent Interaction

International journal of human-computer interaction, 2023-04, Vol.39 (7), p.1390-1404

2023

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Strong historical and ongoing indigenous marine governance in the northeast Pacific Ocean: a case study of the Kitasoo/Xai'xais First Nation

Ecology and society, 2019-12, Vol.24 (4), p.10, Article art10

2019

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The Situation Awareness Framework for Explainable AI (SAFE-AI) and Human Factors Considerations for XAI Systems

International journal of human-computer interaction, 2022-12, Vol.38 (18-20), p.1772-1788

2022

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Unboxing the Black Box of Attention Mechanisms in Remote Sensing Big Data Using XAI

Remote sensing (Basel, Switzerland), 2022-12, Vol.14 (24), p.6254

2022

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XAI Systems Evaluation: A Review of Human and Computer-Centred Methods

Applied sciences, 2022-10, Vol.12 (19), p.9423

2022

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Explainable Artificial Intelligence (XAI) Model for Earthquake Spatial Probability Assessment in Arabian Peninsula

Remote sensing (Basel, Switzerland), 2023-04, Vol.15 (9), p.2248

2023

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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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Assessment of the underlying causes of adult deaths using a short version of verbal autopsy in Xaiyabouli Province, Lao People's Democratic Republic

BMC public health, 2023-03, Vol.23 (1), p.560-560, Article 560

2023

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Author Correction: Prediction of oxygen requirement in patients with COVID-19 using a pre-trained chest radiograph xAI model: efficient development of auditable risk prediction models via a fine-tuning approach

Scientific reports, 2023-03, Vol.13 (1), p.4296-4296, Article 4296

2023

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XSMILES: interactive visualization for molecules, SMILES and XAI attribution scores

Journal of cheminformatics, 2023-01, Vol.15 (1), p.2-2, Article 2

2023

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The possibilities and limits of XAI in education: a socio-technical perspective

Journal of educational media : the journal of the Educational Television Association, 2023-04, Vol.48 (2), p.266-279

Farrow, Robert

2023

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XAI Framework for Cardiovascular Disease Prediction Using Classification Techniques

Electronics (Basel), 2022-12, Vol.11 (24), p.4086

2022

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Robust network anomaly detection using ensemble learning approach and explainable artificial intelligence (XAI)

Alexandria engineering journal, 2024-05, Vol.94, p.120-130

2024

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A Hybrid Algorithm of ML and XAI to Prevent Breast Cancer: A Strategy to Support Decision Making

Cancers, 2023-04, Vol.15 (9), p.2443

2023

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

eXplainable Artificial Intelligence (XAI) for improving organisational regility

Explainable AI (xAI) for Anatomic Pathology

eXplainable Artificial Intelligence (XAI) for the identification of biologically relevant gene expression patterns in longitudinal human studies, insights from obesity research

Explainable artificial intelligence (XAI) detects wildfire occurrence in the Mediterranean countries of Southern Europe

Explainable Artificial Intelligence (XAI) for Intrusion Detection and Mitigation in Intelligent Connected Vehicles: A Review

Ensemble learning based transmission line fault classification using phasor measurement unit (PMU) data with explainable AI (XAI)

Improving traffic accident severity prediction using MobileNet transfer learning model and SHAP XAI technique

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

Late Paleozoic and Mesozoic evolution of the Lhasa Terrane in the Xainza area of southern Tibet

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

Explainable Artificial Intelligence: Evaluating the Objective and Subjective Impacts of xAI on Human-Agent Interaction

Strong historical and ongoing indigenous marine governance in the northeast Pacific Ocean: a case study of the Kitasoo/Xai'xais First Nation

The Situation Awareness Framework for Explainable AI (SAFE-AI) and Human Factors Considerations for XAI Systems

Unboxing the Black Box of Attention Mechanisms in Remote Sensing Big Data Using XAI

XAI Systems Evaluation: A Review of Human and Computer-Centred Methods

Explainable Artificial Intelligence (XAI) Model for Earthquake Spatial Probability Assessment in Arabian Peninsula

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

Assessment of the underlying causes of adult deaths using a short version of verbal autopsy in Xaiyabouli Province, Lao People's Democratic Republic

Author Correction: Prediction of oxygen requirement in patients with COVID-19 using a pre-trained chest radiograph xAI model: efficient development of auditable risk prediction models via a fine-tuning approach

XSMILES: interactive visualization for molecules, SMILES and XAI attribution scores

The possibilities and limits of XAI in education: a socio-technical perspective

XAI Framework for Cardiovascular Disease Prediction Using Classification Techniques

Robust network anomaly detection using ensemble learning approach and explainable artificial intelligence (XAI)

A Hybrid Algorithm of ML and XAI to Prevent Breast Cancer: A Strategy to Support Decision Making

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