Literature DB >> 30797793

A novel machine-learning-based infection screening system via 2013-2017 seasonal influenza patients' vital signs as training datasets.

Sumiyakhand Dagdanpurev1, Shigeto Abe2, Guanghao Sun3, Hidekazu Nishimura4, Lodoiravsal Choimaa5, Yukiya Hakozaki6, Takemi Matsui7.   

Abstract

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Year:  2019        PMID： 30797793     DOI： 10.1016/j.jinf.2019.02.008

Source DB:  PubMed          Journal:  J Infect        ISSN： 0163-4453            Impact factor:   6.072


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  4 in total

1.  Development of a Novel Vital-Signs-Based Infection Screening Composite-Type Camera With Truncus Motion Removal Algorithm to Detect COVID-19 Within 10 Seconds and Its Clinical Validation.

Authors:  Batbayar Unursaikhan; Gereltuya Amarsanaa; Guanghao Sun; Kenichi Hashimoto; Otgonbat Purevsuren; Lodoiravsal Choimaa; Takemi Matsui
Journal:  Front Physiol       Date:  2022-06-22       Impact factor: 4.755

2.  Economic impact of a machine learning-based strategy for preparation of blood products in brain tumor surgery.

Authors:  Thara Tunthanathip; Sakchai Sae-Heng; Thakul Oearsakul; Anukoon Kaewborisutsakul; Chin Taweesomboonyat
Journal:  PLoS One       Date:  2022-07-01       Impact factor: 3.752

3.  How machine learning could be used in clinical practice during an epidemic.

Authors:  Charles Verdonk; Franck Verdonk; Gérard Dreyfus
Journal:  Crit Care       Date:  2020-05-26       Impact factor: 9.097

4.  A Pneumonia Screening System based on Parasympathetic Activity Monitoring in Non-contact Way using Compact Radars Beneath the Bed Mattress.

Authors:  Takemi Matsui; Tsuyoshi Kobayashi; Masaya Hirano; Masahiro Kanda; Guanghao Sun; Yusuke Otake; Masakazu Okada; Sadao Watanabe; Yuikiya Hakozaki
Journal:  J Infect       Date:  2020-06-04       Impact factor: 6.072
  4 in total

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