AIMC Topic: Medical Informatics

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Clinical Research Informatics: Contributions from 2022.

Yearbook of medical informatics Dec 26, 2023
OBJECTIVES: To summarize key contributions to current research in the field of Clinical Research Informatics (CRI) and to select best papers published in 2022.
Big Data Medical Informatics Electronic Health Records Humans Peer Review Artificial Intelligence
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Leveraging Data and Technology to Enhance Interdisciplinary Collaboration and Health Outcomes.

Yearbook of medical informatics Dec 26, 2023
OBJECTIVE: To give an overview of recent research and propose a selection of best papers published in 2022 in Informatics for One Health.
Outcome Assessment, Health Care Digital Technology Ecosystem Artificial Intelligence Medical Informatics
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Large AI Models in Health Informatics: Applications, Challenges, and the Future.

IEEE journal of biomedical and health informatics Dec 5, 2023
Large AI models, or foundation models, are models recently emerging with massive scales both parameter-wise and data-wise, the magnitudes of which can reach beyond billions. Once pretrained, large AI models demonstrate impressive performance in vario...
Humans Public Health Medical Informatics Robotics Imagination Computational Biology
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Machine learning for administrative health records: A systematic review of techniques and applications.

Artificial intelligence in medicine Aug 27, 2023
Machine learning provides many powerful and effective techniques for analysing heterogeneous electronic health records (EHR). Administrative Health Records (AHR) are a subset of EHR collected for administrative purposes, and the use of machine learni...
Medical Informatics Delivery of Health Care Electronic Health Records Humans Databases, Factual Machine Learning
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Do Gradient Inversion Attacks Make Federated Learning Unsafe?

IEEE transactions on medical imaging Jun 30, 2023
Federated learning (FL) allows the collaborative training of AI models without needing to share raw data. This capability makes it especially interesting for healthcare applications where patient and data privacy is of utmost concern. However, recent...
Privacy Medical Informatics Supervised Machine Learning Humans Neural Networks, Computer
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Health Information Technology Usability Evaluation Scale (Health-ITUES) and User-Experience Questionnaire (UEQ) for 3D Intraoperative Cognitive Navigation (ICON3D) System for Urological Procedures.

Medicina (Kaunas, Lithuania) Mar 21, 2023
In recent years, the adoption of 3D models for surgical planning and intraoperative guidance has gained a wide diffusion. The aim of this study was to evaluate the surgeons' perception and usability of ICON3D platform for robotic and laparoscopic ur...
Surveys and Questionnaires Animals Medical Informatics Robotic Surgical Procedures Cognition Robotics Mice
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The Virtues of Interpretable Medical AI.

Cambridge quarterly of healthcare ethics : CQ : the international journal of healthcare ethics committees Jan 10, 2023
Artificial intelligence (AI) systems have demonstrated impressive performance across a variety of clinical tasks. However, notoriously, sometimes these systems are "black boxes." The initial response in the literature was a demand for "explainable AI...
Medical Informatics Artificial Intelligence
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IOT-Based Medical Informatics Farming System with Predictive Data Analytics Using Supervised Machine Learning Algorithms.

Computational and mathematical methods in medicine Aug 30, 2022
In the farming industry, the Internet of Things (IoT) is crucial for boosting utility. Innovative agriculture practices and medical informatics have the potential to increase crop yield while using the same amount of input. Individuals can benefit fr...
Farms Medical Informatics Support Vector Machine Machine Learning Data Science Humans Algorithms
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The Untapped Potential of Nursing and Allied Health Data for Improved Representation of Social Determinants of Health and Intersectionality in Artificial Intelligence Applications: A Rapid Review.

Yearbook of medical informatics Jun 2, 2022
OBJECTIVES: The objective of this paper is to draw attention to the currently underused potential of clinical documentation by nursing and allied health professions to improve the representation of social determinants of health (SDoH) and intersectio...
Humans Artificial Intelligence Social Determinants of Health Medical Informatics Electronic Health Records Intersectional Framework
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Natural Language Processing: from Bedside to Everywhere.

Yearbook of medical informatics Jun 2, 2022
OBJECTIVES: Owing to the rapid progress of natural language processing (NLP), the role of NLP in the medical field has radically gained considerable attention from both NLP and medical informatics. Although numerous medical NLP papers are published a...
Medical Informatics Natural Language Processing
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