Literature DB >> 23068449

A novel infection screening method using a neural network and k-means clustering algorithm which can be applied for screening of unknown or unexpected infectious diseases.

Guanghao Sun, Yukiya Hakozaki, Shigeto Abe, Nguyen Quang Vinh, Takemi Matsui.   

Abstract

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Year:  2012        PMID： 23068449     DOI： 10.1016/j.jinf.2012.10.010

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


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  6 in total

1.  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

2.  Visualisation of epidemiological map using an Internet of Things infectious disease surveillance platform.

Authors:  Guanghao Sun; Nguyen Vu Trung; Le Thi Hoi; Pham Thanh Hiep; Koichiro Ishibashi; Takemi Matsui
Journal:  Crit Care       Date:  2020-07-09       Impact factor: 9.097

3.  Remote sensing of multiple vital signs using a CMOS camera-equipped infrared thermography system and its clinical application in rapidly screening patients with suspected infectious diseases.

Authors:  Guanghao Sun; Yosuke Nakayama; Sumiyakhand Dagdanpurev; Shigeto Abe; Hidekazu Nishimura; Tetsuo Kirimoto; Takemi Matsui
Journal:  Int J Infect Dis       Date:  2017-01-16       Impact factor: 3.623

4.  An infectious disease/fever screening radar system which stratifies higher-risk patients within ten seconds using a neural network and the fuzzy grouping method.

Authors:  Guanghao Sun; Takemi Matsui; Yukiya Hakozaki; Shigeto Abe
Journal:  J Infect       Date:  2014-12-23       Impact factor: 6.072

5.  The power of data mining in diagnosis of childhood pneumonia.

Authors:  Elina Naydenova; Athanasios Tsanas; Stephen Howie; Climent Casals-Pascual; Maarten De Vos
Journal:  J R Soc Interface       Date:  2016-07       Impact factor: 4.118

Review 6.  Machine-Learning-Based Disease Diagnosis: A Comprehensive Review.

Authors:  Md Manjurul Ahsan; Shahana Akter Luna; Zahed Siddique
Journal:  Healthcare (Basel)       Date:  2022-03-15
  6 in total

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