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View article: Quantum Machine Learning in Precision Medicine and Drug Discovery - A Game Changer for Tailored Treatments?
Quantum Machine Learning in Precision Medicine and Drug Discovery - A Game Changer for Tailored Treatments? Open
The digitization of healthcare presents numerous challenges, including the complexity of biological systems, vast data generation, and the need for personalized treatment plans. Traditional computational methods often fall short, leading t…
View article: AI-Based Mental Health Screening and Intervention in Disaster Settings: A Proposal for Emergency Medical Teams
AI-Based Mental Health Screening and Intervention in Disaster Settings: A Proposal for Emergency Medical Teams Open
Background/Introduction: Integrating mental health in disaster responses is crucial. Mental disorders are often neglected in the aftermath of a crisis. However, unmanaged psychiatric disorders increase individual and societal strain, makin…
View article: Quantum Machine Learning in Precision Medicine and Drug Discovery -- A Game Changer for Tailored Treatments?
Quantum Machine Learning in Precision Medicine and Drug Discovery -- A Game Changer for Tailored Treatments? Open
The digitization of healthcare presents numerous challenges, including the complexity of biological systems, vast data generation, and the need for personalized treatment plans. Traditional computational methods often fall short, leading t…
View article: Implementing Large Quantum Boltzmann Machines as Generative AI Models for Dataset Balancing
Implementing Large Quantum Boltzmann Machines as Generative AI Models for Dataset Balancing Open
This study explores the implementation of large Quantum Restricted Boltzmann Machines (QRBMs), a key advancement in Quantum Machine Learning (QML), as generative models on D-Wave's Pegasus quantum hardware to address dataset imbalance in I…
View article: Challenges for AI in Healthcare Systems
Challenges for AI in Healthcare Systems Open
This paper overviews the challenges of using artificial intelligence (AI) methods when building healthcare systems, as discussed at the AIsola Conference in 2023. It focuses on the topics (i) medical data, (ii) decision support, (iii) soft…
View article: Future Opportunities for Systematic AI Support in Healthcare
Future Opportunities for Systematic AI Support in Healthcare Open
Artificial Intelligence (AI) holds transformative potential to revolutionize healthcare delivery and outcomes. However, the literature suggests that focusing solely on AI algorithms leads to low adoption rates. AI needs to be introduced sy…
View article: Deep Magnitude Management of Clinical Code Embeddings to Predict Unplanned Hospital Readmissions
Deep Magnitude Management of Clinical Code Embeddings to Predict Unplanned Hospital Readmissions Open
The rate of unplanned hospital readmissions is a relevant indicator of the quality of care provided. From a financial point of view, unplanned readmissions are costly for patients and healthcare providers. Awareness of unplanned readmissio…
View article: A systematic literature review of AI-based digital decision support systems for post-traumatic stress disorder
A systematic literature review of AI-based digital decision support systems for post-traumatic stress disorder Open
Objective Over the last decade, an increase in research on medical decision support systems has been observed. However, compared to other disciplines, decision support systems in mental health are still in the minority, especially for rare…
View article: News analysis for the detection of cyber security issues in digital healthcare
News analysis for the detection of cyber security issues in digital healthcare Open
Objectives: This research reviews the possibilities of text mining in the area of cybercrime in digital healthcare showing how advanced information retrieval and natural language processing can be used to get insights. The aim is to mine n…