Cargando…
Ten Topics to Get Started in Medical Informatics Research
The vast and heterogeneous data being constantly generated in clinics can provide great wealth for patients and research alike. The quickly evolving field of medical informatics research has contributed numerous concepts, algorithms, and standards to facilitate this development. However, these diffi...
Autores principales: | , , , , , , , , , , , , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
JMIR Publications
2023
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10407648/ https://www.ncbi.nlm.nih.gov/pubmed/37486754 http://dx.doi.org/10.2196/45948 |
_version_ | 1785086013057531904 |
---|---|
author | Wolfien, Markus Ahmadi, Najia Fitzer, Kai Grummt, Sophia Heine, Kilian-Ludwig Jung, Ian-C Krefting, Dagmar Kühn, Andreas Peng, Yuan Reinecke, Ines Scheel, Julia Schmidt, Tobias Schmücker, Paul Schüttler, Christina Waltemath, Dagmar Zoch, Michele Sedlmayr, Martin |
author_facet | Wolfien, Markus Ahmadi, Najia Fitzer, Kai Grummt, Sophia Heine, Kilian-Ludwig Jung, Ian-C Krefting, Dagmar Kühn, Andreas Peng, Yuan Reinecke, Ines Scheel, Julia Schmidt, Tobias Schmücker, Paul Schüttler, Christina Waltemath, Dagmar Zoch, Michele Sedlmayr, Martin |
author_sort | Wolfien, Markus |
collection | PubMed |
description | The vast and heterogeneous data being constantly generated in clinics can provide great wealth for patients and research alike. The quickly evolving field of medical informatics research has contributed numerous concepts, algorithms, and standards to facilitate this development. However, these difficult relationships, complex terminologies, and multiple implementations can present obstacles for people who want to get active in the field. With a particular focus on medical informatics research conducted in Germany, we present in our Viewpoint a set of 10 important topics to improve the overall interdisciplinary communication between different stakeholders (eg, physicians, computational experts, experimentalists, students, patient representatives). This may lower the barriers to entry and offer a starting point for collaborations at different levels. The suggested topics are briefly introduced, then general best practice guidance is given, and further resources for in-depth reading or hands-on tutorials are recommended. In addition, the topics are set to cover current aspects and open research gaps of the medical informatics domain, including data regulations and concepts; data harmonization and processing; and data evaluation, visualization, and dissemination. In addition, we give an example on how these topics can be integrated in a medical informatics curriculum for higher education. By recognizing these topics, readers will be able to (1) set clinical and research data into the context of medical informatics, understanding what is possible to achieve with data or how data should be handled in terms of data privacy and storage; (2) distinguish current interoperability standards and obtain first insights into the processes leading to effective data transfer and analysis; and (3) value the use of newly developed technical approaches to utilize the full potential of clinical data. |
format | Online Article Text |
id | pubmed-10407648 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | JMIR Publications |
record_format | MEDLINE/PubMed |
spelling | pubmed-104076482023-08-09 Ten Topics to Get Started in Medical Informatics Research Wolfien, Markus Ahmadi, Najia Fitzer, Kai Grummt, Sophia Heine, Kilian-Ludwig Jung, Ian-C Krefting, Dagmar Kühn, Andreas Peng, Yuan Reinecke, Ines Scheel, Julia Schmidt, Tobias Schmücker, Paul Schüttler, Christina Waltemath, Dagmar Zoch, Michele Sedlmayr, Martin J Med Internet Res Viewpoint The vast and heterogeneous data being constantly generated in clinics can provide great wealth for patients and research alike. The quickly evolving field of medical informatics research has contributed numerous concepts, algorithms, and standards to facilitate this development. However, these difficult relationships, complex terminologies, and multiple implementations can present obstacles for people who want to get active in the field. With a particular focus on medical informatics research conducted in Germany, we present in our Viewpoint a set of 10 important topics to improve the overall interdisciplinary communication between different stakeholders (eg, physicians, computational experts, experimentalists, students, patient representatives). This may lower the barriers to entry and offer a starting point for collaborations at different levels. The suggested topics are briefly introduced, then general best practice guidance is given, and further resources for in-depth reading or hands-on tutorials are recommended. In addition, the topics are set to cover current aspects and open research gaps of the medical informatics domain, including data regulations and concepts; data harmonization and processing; and data evaluation, visualization, and dissemination. In addition, we give an example on how these topics can be integrated in a medical informatics curriculum for higher education. By recognizing these topics, readers will be able to (1) set clinical and research data into the context of medical informatics, understanding what is possible to achieve with data or how data should be handled in terms of data privacy and storage; (2) distinguish current interoperability standards and obtain first insights into the processes leading to effective data transfer and analysis; and (3) value the use of newly developed technical approaches to utilize the full potential of clinical data. JMIR Publications 2023-07-24 /pmc/articles/PMC10407648/ /pubmed/37486754 http://dx.doi.org/10.2196/45948 Text en ©Markus Wolfien, Najia Ahmadi, Kai Fitzer, Sophia Grummt, Kilian-Ludwig Heine, Ian-C Jung, Dagmar Krefting, Andreas Kühn, Yuan Peng, Ines Reinecke, Julia Scheel, Tobias Schmidt, Paul Schmücker, Christina Schüttler, Dagmar Waltemath, Michele Zoch, Martin Sedlmayr. Originally published in the Journal of Medical Internet Research (https://www.jmir.org), 24.07.2023. https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work, first published in the Journal of Medical Internet Research, is properly cited. The complete bibliographic information, a link to the original publication on https://www.jmir.org/, as well as this copyright and license information must be included. |
spellingShingle | Viewpoint Wolfien, Markus Ahmadi, Najia Fitzer, Kai Grummt, Sophia Heine, Kilian-Ludwig Jung, Ian-C Krefting, Dagmar Kühn, Andreas Peng, Yuan Reinecke, Ines Scheel, Julia Schmidt, Tobias Schmücker, Paul Schüttler, Christina Waltemath, Dagmar Zoch, Michele Sedlmayr, Martin Ten Topics to Get Started in Medical Informatics Research |
title | Ten Topics to Get Started in Medical Informatics Research |
title_full | Ten Topics to Get Started in Medical Informatics Research |
title_fullStr | Ten Topics to Get Started in Medical Informatics Research |
title_full_unstemmed | Ten Topics to Get Started in Medical Informatics Research |
title_short | Ten Topics to Get Started in Medical Informatics Research |
title_sort | ten topics to get started in medical informatics research |
topic | Viewpoint |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10407648/ https://www.ncbi.nlm.nih.gov/pubmed/37486754 http://dx.doi.org/10.2196/45948 |
work_keys_str_mv | AT wolfienmarkus tentopicstogetstartedinmedicalinformaticsresearch AT ahmadinajia tentopicstogetstartedinmedicalinformaticsresearch AT fitzerkai tentopicstogetstartedinmedicalinformaticsresearch AT grummtsophia tentopicstogetstartedinmedicalinformaticsresearch AT heinekilianludwig tentopicstogetstartedinmedicalinformaticsresearch AT jungianc tentopicstogetstartedinmedicalinformaticsresearch AT kreftingdagmar tentopicstogetstartedinmedicalinformaticsresearch AT kuhnandreas tentopicstogetstartedinmedicalinformaticsresearch AT pengyuan tentopicstogetstartedinmedicalinformaticsresearch AT reineckeines tentopicstogetstartedinmedicalinformaticsresearch AT scheeljulia tentopicstogetstartedinmedicalinformaticsresearch AT schmidttobias tentopicstogetstartedinmedicalinformaticsresearch AT schmuckerpaul tentopicstogetstartedinmedicalinformaticsresearch AT schuttlerchristina tentopicstogetstartedinmedicalinformaticsresearch AT waltemathdagmar tentopicstogetstartedinmedicalinformaticsresearch AT zochmichele tentopicstogetstartedinmedicalinformaticsresearch AT sedlmayrmartin tentopicstogetstartedinmedicalinformaticsresearch |