Informatics and machine learning methods for health applications-Reference-Cited by-同舟云学术

Informatics and machine learning methods for health applications

Published:2020-12 Issue:S11 Volume:20 Page:
ISSN:1472-6947
Container-title:BMC Medical Informatics and Decision Making
language:en
Short-container-title:BMC Med Inform Decis Mak

Author:

Shen Li,Shi Xinghua,Zhao Zhongming,Wang Kai

Abstract

AbstractThe 2020 International Conference on Intelligent Biology and Medicine (ICIBM 2020) provided a multidisciplinary forum for computational scientists and experimental biologists to share recent advances on all aspects of intelligent computing, informatics and data science in biology and medicine. ICIBM 2020 was held as a virtual conference on August 9–10, 2020, including four live sessions with forty-one oral presentations over video conferencing. In this special issue, ten high-quality manuscripts were selected after peer-review from seventy-five submissions to represent the medical informatics and decision making aspect of the conference. In this editorial, we briefly summarize these ten selected manuscripts.

Publisher

Springer Science and Business Media LLC

Subject

Health Informatics,Health Policy,Computer Science Applications

Link

http://link.springer.com/content/pdf/10.1186/s12911-020-01344-2.pdf

Reference10 articles.

1. Ye J, Yao L, Shen J, Janarthanam R, Luo Y. Predicting mortality in critically ill patients with diabetes using machine learning and clinical notes. BMC Med Inform Decis Mak. 2020. https://doi.org/10.1186/s12911-020-01318-4.

2. Peng J, Zhao M, Havrilla J, Liu C, Weng C, Guthrie W, Schultz R, Wang K, Zhou Y. Natural Language Processing (NLP) tools in extracting biomedical concepts from research articles: a case study on autism spectrum disorder. BMC Med Inform Decis Mak. 2020. https://doi.org/10.1186/s12911-020-01352-2.

3. Li R, Liu Z. Stress detection using deep neural networks. BMC Med Inform Decis Mak. 2020. https://doi.org/10.1186/s12911-020-01299-4.

4. Hong J, Davoudi A, Mowery D. Annotation and extraction of age and temporally-related events from clinical histories. BMC Med Inform Decis Mak. 2020. https://doi.org/10.1186/s12911-020-01333-5.

5. Rao G, Choudhury S, Lingras P, Savage D, Mago V. SURF: identifying and allocating resources during out-of-hospital cardiac arrest. BMC Med Inform Decis Mak. 2020. https://doi.org/10.1186/s12911-020-01334-4.

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