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Development and diagnostic validation of the Brisbane Evidence-Based Language Test
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In: Research outputs 2014 to 2021 (2022)
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| 2 |
Primary and Secondary Progressive Aphasia in Posterior Cortical Atrophy
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In: Life; Volume 12; Issue 5; Pages: 662 (2022)
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Imaging Clinical Subtypes and Associated Brain Networks in Alzheimer’s Disease
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In: Brain Sciences; Volume 12; Issue 2; Pages: 146 (2022)
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Artificial Intelligence in Digestive Endoscopy—Where Are We and Where Are We Going?
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In: Diagnostics; Volume 12; Issue 4; Pages: 927 (2022)
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Automatic Classification Framework of Tongue Feature Based on Convolutional Neural Networks
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In: Micromachines; Volume 13; Issue 4; Pages: 501 (2022)
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| 6 |
Applications of Explainable Artificial Intelligence in Diagnosis and Surgery
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In: Diagnostics; Volume 12; Issue 2; Pages: 237 (2022)
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Abstract:
In recent years, artificial intelligence (AI) has shown great promise in medicine. However, explainability issues make AI applications in clinical usages difficult. Some research has been conducted into explainable artificial intelligence (XAI) to overcome the limitation of the black-box nature of AI methods. Compared with AI techniques such as deep learning, XAI can provide both decision-making and explanations of the model. In this review, we conducted a survey of the recent trends in medical diagnosis and surgical applications using XAI. We have searched articles published between 2019 and 2021 from PubMed, IEEE Xplore, Association for Computing Machinery, and Google Scholar. We included articles which met the selection criteria in the review and then extracted and analyzed relevant information from the studies. Additionally, we provide an experimental showcase on breast cancer diagnosis, and illustrate how XAI can be applied in medical XAI applications. Finally, we summarize the XAI methods utilized in the medical XAI applications, the challenges that the researchers have met, and discuss the future research directions. The survey result indicates that medical XAI is a promising research direction, and this study aims to serve as a reference to medical experts and AI scientists when designing medical XAI applications.
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Keyword:
artificial intelligence; deep learning; diagnosis; explainable artificial intelligence (XAI); machine learning; surgery
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URL: https://doi.org/10.3390/diagnostics12020237
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| 7 |
The Roles of the ADOS-2 and Cognition in Measuring and Diagnosing Autism Spectrum Disorder
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In: Psychology Dissertations (2022)
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| 8 |
Talking about chronic pain in family settings: a glimpse of older persons' everyday realities.
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In: BMC geriatrics, vol. 22, no. 1, pp. 358 (2022)
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| 9 |
Reliability of perceptual measurement of Apraxia of Speech characteristics
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| 10 |
BI-RADS Reading of Non-Mass Lesions on DCE-MRI and Differential Diagnosis Performed by Radiomics and Deep Learning.
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BI-RADS Reading of Non-Mass Lesions on DCE-MRI and Differential Diagnosis Performed by Radiomics and Deep Learning.
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| 12 |
Uniform data set language measures for bvFTD and PPA diagnosis and monitoring.
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In: Alzheimer's & dementia (Amsterdam, Netherlands), vol 13, iss 1 (2021)
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| 13 |
Social Behavior Observer Checklist: Patterns of Spontaneous Behaviors Differentiate Patients With Neurodegenerative Disease From Healthy Older Adults.
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Uniform data set language measures for bvFTD and PPA diagnosis and monitoring.
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In: Alzheimer's & dementia (Amsterdam, Netherlands), vol 13, iss 1 (2021)
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| 15 |
Vocal drum sounds in human beatboxing: An acoustic and articulatory exploration using electromagnetic articulography
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In: ISSN: 0001-4966 ; EISSN: 1520-8524 ; Journal of the Acoustical Society of America ; https://hal.univ-grenoble-alpes.fr/hal-03107358 ; Journal of the Acoustical Society of America, Acoustical Society of America, 2021, 149 (1), pp.191-206. ⟨10.1121/10.0002921⟩ ; https://asa.scitation.org/doi/full/10.1121/10.0002921 (2021)
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| 16 |
Synchronous Product of Time Petri Nets and its Applications to Fault-Diagnosis ; Produit Synchrone de Réseaux de Petri temporel et ses Applications au Diagnostic de Fautes
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In: https://hal.laas.fr/tel-03528121 ; Embedded Systems. INSA de Toulouse, 2021. English. ⟨NNT : 2021ISAT0025⟩ (2021)
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Preparing Student Teachers of Languages to Promote Plurilingual Competence ...
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Cross-cultural cognitive assessment of dementia: a meta-analysis of the impact of illiteracy on dementia screening and an evaluation of a transcultural short-term memory assessment ...
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