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07/27/2023
PredictChain: Empowering Collaboration and Data Accessibility for AI in a Decentralized Blockchain-based Marketplace
Limited access to computing resources and training data poses significan...
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07/09/2023
MentalHealthAI: Utilizing Personal Health Device Data to Optimize Psychiatry Treatment
Mental health disorders remain a significant challenge in modern healthc...
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03/18/2023
Assessing Scientific Contributions in Data Sharing Spaces
In the present academic landscape, the process of collecting data is slo...
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02/11/2023
Informing clinical assessment by contextualizing post-hoc explanations of risk prediction models in type-2 diabetes
Medical experts may use Artificial Intelligence (AI) systems with greate...
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01/03/2023
Significant Digits: Using Large-Scale Blockchain Data to Predict Fraudulent Addresses
Blockchain systems and cryptocurrencies have exploded in popularity over...
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12/19/2022
Blockchain Interoperability Landscape
Blockchain has become a popular emergent technology in many industries. ...
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10/19/2021
Personal Health Knowledge Graph for Clinically Relevant Diet Recommendations
We propose a knowledge model for capturing dietary preferences and perso...
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10/19/2021
BlockIoT: Blockchain-based Health Data Integration using IoT Devices
The development and adoption of Electronic Health Records (EHR) and heal...
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07/06/2021
Leveraging Clinical Context for User-Centered Explainability: A Diabetes Use Case
Academic advances of AI models in high-precision domains, like healthcar...
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05/04/2021
Semantic Modeling for Food Recommendation Explanations
With the increased use of AI methods to provide recommendations in the h...
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04/15/2021
Applying Personal Knowledge Graphs to Health
Knowledge graphs that encapsulate personal health information, or person...
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10/04/2020
Explanation Ontology: A Model of Explanations for User-Centered AI
Explainability has been a goal for Artificial Intelligence (AI) systems ...
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10/04/2020
Explanation Ontology in Action: A Clinical Use-Case
We addressed the problem of a lack of semantic representation for user-c...
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03/17/2020
Directions for Explainable Knowledge-Enabled Systems
Interest in the field of Explainable Artificial Intelligence has been gr...
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03/17/2020
Foundations of Explainable Knowledge-Enabled Systems
Explainability has been an important goal since the early days of Artifi...
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07/09/2019
Making Study Populations Visible through Knowledge Graphs
Treatment recommendations within Clinical Practice Guidelines (CPGs) are...
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07/20/2018