The Top 100 Articles in the Medical Informatics: a Bibliometric Analysis
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DOI: 10.1007/s10916-017-0794-4
Abstract: The number of citations that a research paper receives can be used as a measure of its scientific impact. The objective of this study was to identify and to examine the characteristics of top 100… read more here.
Keywords: articles published; medical informatics; bibliometric analysis; 100 articles ... See more keywords
Implementation of a National Framework to Promote Health Data Sharing.
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DOI: 10.1055/s-0038-1641210
Abstract: Petra Knaup1, Thomas M. Deserno2, Hans-Ulrich Prokosch3, Ulrich Sax4 1 IMIA Representative of GMDS 2011-2017, Institute of Medical Biometry and Informatics, University of Heidelberg, Heidelberg, Germany 2 IMIA Representative of GMDS since 2018, Peter L.… read more here.
Keywords: germany; medical informatics; implementation national; university ... See more keywords
Ethical Use of Electronic Health Record Data and Artificial Intelligence: Recommendations of the Primary Care Informatics Working Group of the International Medical Informatics Association
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DOI: 10.1055/s-0040-1701980
Abstract: Summary Objective: To create practical recommendations for the curation of routinely collected health data and artificial intelligence (AI) in primary care with a focus on ensuring their ethical use. Methods: We defined data curation as… read more here.
Keywords: data artificial; primary care; medical informatics; ethical use ... See more keywords
Medical Information Extraction in the Age of Deep Learning
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DOI: 10.1055/s-0040-1702001
Abstract: Summary Objectives : We survey recent developments in medical Information Extraction (IE) as reported in the literature from the past three years. Our focus is on the fundamental methodological paradigm shift from standard Machine Learning… read more here.
Keywords: extraction; medical information; medical informatics; deep learning ... See more keywords
Recommendations for patient similarity classes: results of the AMIA 2019 workshop on defining patient similarity
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DOI: 10.1093/jamia/ocaa159
Abstract: Abstract Defining patient-to-patient similarity is essential for the development of precision medicine in clinical care and research. Conceptually, the identification of similar patient cohorts appears straightforward; however, universally accepted definitions remain elusive. Simultaneously, an explosion… read more here.
Keywords: workshop; similarity; medical informatics; patient similarity ... See more keywords
Assessing perceived effectiveness of career development efforts led by the women in American Medical Informatics Association Initiative
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DOI: 10.1093/jamia/ocac101
Abstract: OBJECTIVE We sought to ascertain perceived factors affecting women's career development efforts in the American Medical Informatics Association (AMIA) and to provide recommendations for improvements. MATERIALS AND METHODS Data were collected using a 27-item survey… read more here.
Keywords: career development; career; medical informatics; development efforts ... See more keywords
Federated Learning-Based Secure Electronic Health Record Sharing Scheme in Medical Informatics
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DOI: 10.1109/jbhi.2022.3174823
Abstract: Medical Cyber-Physical Systems support the mobility of electronic health records data for clinical research to accelerate new scientific discoveries. Artificial Intelligence improves medical informatics, but current centralized data training and insecure data storage management techniques… read more here.
Keywords: health; federated learning; medical informatics; electronic health ... See more keywords
A Bibliometric Analysis of the Development of ICD-11 in Medical Informatics
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DOI: 10.1155/2019/1649363
Abstract: The International Classification of Diseases (ICD), which is used to group and report health conditions and factors, provides a basis for healthcare statistics. The 11th revision of the ICD (ICD-11) released by the World Health… read more here.
Keywords: research; medical informatics; bibliometric analysis; icd ... See more keywords
The Understanding of Medical Informatics among Dental and Medical Students
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DOI: 10.1155/2022/5141568
Abstract: Background Current medical care deeply relies on informatics during all stages of patient care, which is significantly enhanced due to its use. The healthcare professional's formation in medical informatics results crucial for their everyday practice.… read more here.
Keywords: understanding medical; dental students; medical informatics; informatics among ... See more keywords
Trends and Progress in Human Factors and Organizational Issues in 2016: Learning from Experience.
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DOI: 10.15265/iy-2017-026
Abstract: Objective: To summarize significant research contributions on human factors and organizational issues in medical informatics published in 2016. Methods: An extensive search using PubMed/Medline and Web of Science® was conducted to identify the scientific contributions… read more here.
Keywords: medical informatics; best papers; human factors; trends progress ... See more keywords
Medical Informatics in a Tension Between Black-Box AI and Trust
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DOI: 10.3233/shti210854
Abstract: For medical informaticians, it became more and more crucial to assess the benefits and disadvantages of AI-based solutions as promising alternatives for many traditional tools. Besides quantitative criteria such as accuracy and processing time, healthcare… read more here.
Keywords: tension black; medical informatics; black box; box ... See more keywords