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Automatic Keyword Extraction from Medical and Healthcare Curriculum

Martin Komenda, Matěj Karolyi, Andrea Pokorná, Martin Víta, Vincent Kríž
2016 Proceedings of the 2016 Federated Conference on Computer Science and Information Systems  
We introduce an algorithm for curriculum metadata automatic processing --automatic keyword extraction based on unsupervised approaches, and we demonstrate a real application during a process of innovation  ...  Medical and healthcare study programmes are quite complicated in terms of branched structure and heterogeneous content.  ...  content of medical and healthcare study programmes.  ... 
doi:10.15439/2016f156 dblp:conf/fedcsis/KomendaKPVK16 fatcat:7depqsmmjfda5lbvaorkcybfly

Towards a Keyword Extraction in Medical and Healthcare Education

Martin Komenda, Matěj Karolyi, Roman Vyškovský, Kateřina Ježová, Jakub Šcavnický
2017 Proceedings of the 2017 Federated Conference on Computer Science and Information Systems  
This paper introduces an innovative analytical approach which helps to identify automatically the most frequent topics based on keyword extraction.  ...  Medical and healthcare study programmes cover various curricula consisting of many theoretically focused courses and clinical teaching training.  ...  CONCLUSION We described the main research questions of automatic keyword exploration on medical and healthcare education data.  ... 
doi:10.15439/2017f351 dblp:conf/fedcsis/KomendaKVJS17 fatcat:iyz4ddmx3nberj6mmpctya35am

Biomedical and Health Informatics Education – the IMIA Years

J. Mantas
2016 IMIA Yearbook of Medical Informatics  
Objective: This paper presents the development of medical informatics education during the years from the establishment of the International Medical Informatics Association (IMIA) until today.  ...  Results: The aggregated papers were analyzed on the basis of the subject area, origin, time span, and curriculum development, and conclusions were drawn.  ...  Curriculum Health informatics curriculum Health informatics curricula Medical informatics curricula Medical informatics curriculum Biomedical informatics curriculum Healthcare informatics curriculum  ... 
doi:10.15265/iy-2016-032 pmid:27488405 pmcid:PMC5171512 fatcat:rca7xsjgsjdvlb5ucrfrqinski

The Potential of Big Data Research in HealthCare for Medical Doctors' Learning

Manuel Au-Yong-Oliveira, Antonio Pesqueira, Maria José Sousa, Francesca Dal Mas, Mohammad Soliman
2021 Journal of medical systems  
Practical models gathered from the scientific databases can boost the learning process and revolutionise the medical industry, as they store the most recent knowledge and innovative research.  ...  The analysis includes a co-authorship data analysis as well as the co-occurrence of terms and keywords.  ...  Our target population was all relevant papers in a healthcare context with medical, clinical, or biology-related activities or processes, where papers outside the healthcare industry were automatically  ... 
doi:10.1007/s10916-020-01691-7 pmid:33409620 fatcat:ccbnxzxfmzcc7gbk5waea77lzy

Humanism in clinical education: a mixed methods study on the experiences of clinical instructors in Iran

Hakimeh Hazrati, Shoaleh Bigdeli, Vahideh Zarea Gavgani, Seyed Kamran Soltani Arabshahi, Mozhgan Behshid, Zohreh Sohrabi
2020 Philosophy, Ethics, and Humanities in Medicine  
On the basis of the analysis of titles, abstracts, and keywords of the retrieved articles on clinical education from ISI Web of Science, Scopus, and PubMed, 1412 keywords were extracted.  ...  As a part of the educational culture, humanistic values must be intertwined with the medical education curriculum.  ...  The authors would like to thank Iran University of Medical Sciences vice-chancellor for research for supporting and funding this research.  ... 
doi:10.1186/s13010-020-00088-1 pmid:32718329 fatcat:wp6udfipjvbf7br6c4467ojiqu

Exploring Research in Blockchain for Healthcare and a Roadmap for the Future

Mohamad Hassan Kassab, Joanna DeFranco, Tarek Malas, Phillip Laplante, giuseppe destefanis, Valdemar Vicente Graciano Neto
2019 IEEE Transactions on Emerging Topics in Computing  
Healthcare is a data-intensive domain, once a considerable volume of data is daily to monitoring patients, managing clinical research, producing medical records, and processing medical insurance claims  ...  in healthcare; (ii) summarize and categorize existing benefits/challenges on incorporating blockchain in healthcare domain; (iii) provide a framework that will facilitate new research activities; and  ...  keywords related healthcare such as "Medicine", "Healthcare" and "Nursing".  ... 
doi:10.1109/tetc.2019.2936881 fatcat:il2v5gwvxbcdziy2nc3enbqdou

Quality Improvement Education for Health Professionals

Stephanie R. Starr, Jordan M. Kautz, Atsushi Sorita, Kristine M. Thompson, Darcy A. Reed, Barbara L. Porter, David L. Mapes, Catherine C. Roberts, Daniel Kuo, Pavithra R. Bora, Tarig A. Elraiyah, Mohammad H. Murad (+1 others)
2015 American Journal of Medical Quality  
MEDLINE, Embase, CINAHL, and ERIC were searched through December 31, 2013. Study selection and data extraction were completed by pairs of reviewers.  ...  Of 99 included studies, 11% were randomized, and 53% evaluated clinically relevant measures; 85% were from the United States.  ...  Funding The authors received no financial support for the research, authorship, and/or publication of this article.  ... 
doi:10.1177/1062860614566445 pmid:25583877 fatcat:6biujdx6pfdiref623a53mfn2u

Unmet need for interprofessional education in paediatric cancer: a scoping review

Martha Krogh Topperzer, Marianne Hoffmann, Louise Ingerslev Roug, Hanne Bækgaard Larsen, Birgitte Lausen, Kjeld Schmiegelow, Jette Led Sørensen
2019 Supportive Care in Cancer  
Complex treatment, care and rehabilitation require collaboration between healthcare professionals.  ...  The best clinical management of children and adolescents with cancer depends on healthcare professionals with various skills and expertise.  ...  reproduction in any medium, provided you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made.  ... 
doi:10.1007/s00520-019-04856-4 pmid:31127437 pmcid:PMC6726701 fatcat:bjhkjrm3jfeyrhkupf5fc5c63a

P094: Use of high fidelity simulation to improve quality of care within Correction Canada's maximum security facilities: A Canada's first

F. Gilic, A. Valeriano, E. Johannessen, J. Nickason, I. Irving
2020 CJEM: Canadian Journal of Emergency Medical Care  
Curriculum, Tool, or Material: Our multi-modal simulation curriculum enhanced self-assessed knowledge of CSC learners.  ...  There are also increasing numbers of inmates with chronic health conditions and acute exacerbations.  ...  Results: Four themes were identified from analysis: (1) communication; (2) Keywords: mobile communication, online medical control, prehospital P094 Use of high fidelity simulation to improve quality  ... 
doi:10.1017/cem.2020.300 fatcat:v6zbtmtzjrf7rctspcn7y5fgyy

Intelligent Personal Health Record: Experience and Open Issues

Gang Luo, Chunqiang Tang, Selena B. Thomas
2011 Journal of medical systems  
Keywords Search engine ⋅ Personal health record ⋅ Expert system ⋅ Home medical product ⋅ Nursing activity search guide information medical knowledge base personal health record healthcare information expert  ...  By introducing and extending expert system technology and Web search technology into the PHR domain, iPHR can automatically provide users with personalized healthcare information to facilitate their daily  ...  These phrases serve to bridge the semantic gap between the literal meaning and the underlying medical meaning of the health issue. iPHR automatically extracts from PHR the health issues related to the  ... 
doi:10.1007/s10916-011-9674-5 pmid:21399913 fatcat:ff4p64olwja5ffnzopmzt4a3v4

A web-based teaching resource to prepare for final undergraduate examination: a French pilot study

Louis Sibert, Stefan J. Darmoni, Benoit Thirion, Magaly Douyere, Badisse Dahamna, Jacques Weber
2006 Medical Teacher  
Since 2004, a new French Pre-Residency Examination (PRE) is compulsory for all medical students in the 6th year of the curriculum.  ...  Access to accurate and quality-controlled health information on the Internet for medical students is not an easy task.  ...  resources and the precision is the ratio between the number of relevant resources extracted by CISMeF and the number of overall resources extracted by CISMeF.  ... 
doi:10.1080/01421590500312920 pmid:16707297 fatcat:4ghazjgrr5fznhtqopoqgpphvq

Learning Outcomes and Their Relatedness in a Medical Curriculum

Sneha Mondal, Tejas Dhamecha, Shantanu Godbole, Smriti Pathak, Red Mendoza, K Gayathri Wijayarathna, Nabil Zary, Swarnadeep Saha, Malolan Chetlur
2019 Proceedings of the Fourteenth Workshop on Innovative Use of NLP for Building Educational Applications  
We believe that our system enables building educational tools to help medical students grasp the curriculum better, within classroom and Intelligent Tutoring Systems (ITS) settings.  ...  Gaining a thorough understanding of the curriculum requires learners to recognize and apply related LOs across years, and across different parts of the curriculum.  ...  Medical Curriculum : The curriculum content is designed around 3 Themes that run throughout the programme: 1) Scientific Basis of Medicine, 2) Clinical Management and Patient Centred Care, and 3) Healthcare  ... 
doi:10.18653/v1/w19-4442 dblp:conf/bea/MondalDGPMWZSC19 fatcat:wehleol5abfwjf2twmo4dirsyu

Defining compassion in the digital health age: protocol for a scoping review

David Wiljer, Rebecca Charow, Helen Costin, Lydia Sequeira, Melanie Anderson, Gillian Strudwick, Tim Tripp, Allison Crawford
2019 BMJ Open  
The results of the review will inform resource development and strategy for Associated Medical Services (AMS) Healthcare, a Canadian charitable organisation at the forefront of advancing research and leadership  ...  In order to look at the range of current research in this area, extracted data will be thematically analysed and validated by content experts.  ...  We would like to acknowledge the support of the Medical Psychiatry Alliance, a collaborative health partnership of the University of Toronto, the Centre for Addiction and Mental Health, the Hospital for  ... 
doi:10.1136/bmjopen-2018-026338 pmid:30772865 pmcid:PMC6398782 fatcat:o6fnl672s5dt3i4ayjmeq5qseu

Knowledge Structure of Korean Medical Informatics: A Social Network Analysis of Articles in Journal and Proceedings

Senator Jeong, Soo Kyoung Lee, Hong-Gee Kim
2010 Healthcare Informatics Research  
Our variables were created from a combination of the sources including: 1) symposium topic lists; 2) author keywords and biomedical informatics keywords from Thomson Web of Science; and 3) MeSH descriptors  ...  From paper corpora, we extracted n-gram terms (from 2-grams to 5-grams) as variables using BTA (total number of n-gram terms = 2,954).  ... 
doi:10.4258/hir.2010.16.1.52 pmid:21818424 pmcid:PMC3089837 fatcat:sweckxv2ijbszlgiwewh7opvz4

Technical infrastructure for curriculum mapping in medical education: a narrative review

Andrzej A. Kononowicz, Łukasz Balcerzak, Anna Kocurek, Agata Stalmach-Przygoda, Ioan-Adrian Ciureanu, Inga Hege, Martin Komenda, Jaroslav Majerník
2020 Bio-Algorithms and Med-Systems  
From these, we extracted guidance on 12 key characteristics of curriculum mapping tools.  ...  Our aim was to deliver a synopsis of current practices and describe the focus of research interest in implementing curriculum mapping tools for medical education.  ...  Acknowledgements: The related intellectual outcome of the BCIME project entitled "O2: Methodological and technical step-by-step manual on curriculum innovations in medical and healthcare study fields"  ... 
doi:10.1515/bams-2020-0026 fatcat:k2yokwxmxfgwbosz5tmcjevkce
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