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Regional Radiomics Similarity Networks Reveal Distinct Subtypes and Abnormality Patterns in Mild Cognitive Impairment (Adv. Sci. 12/2022)
Regional Radiomics Similarity Networks Reveal Distinct Subtypes in the Mild Cognitive Impairment In article number 2104538 by Kun Zhao, Yong Liu, Shuyu Li, and co‐workers, two mild cognitive impairment (MCI) subtypes are identified by employing nonnegative matrix factorization on the regional radiom...
| Autores principales: | , , , , , , , , , , , , |
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| Formato: | Online Artículo Texto |
| Lenguaje: | English |
| Publicado: |
John Wiley and Sons Inc.
2022
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| Materias: | |
| Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9036028/ http://dx.doi.org/10.1002/advs.202270073 |
| _version_ | 1784693433007341568 |
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| author | Zhao, Kun Zheng, Qiang Dyrba, Martin Rittman, Timothy Li, Ang Che, Tongtong Chen, Pindong Sun, Yuqing Kang, Xiaopeng Li, Qiongling Liu, Bing Liu, Yong Li, Shuyu |
| author_facet | Zhao, Kun Zheng, Qiang Dyrba, Martin Rittman, Timothy Li, Ang Che, Tongtong Chen, Pindong Sun, Yuqing Kang, Xiaopeng Li, Qiongling Liu, Bing Liu, Yong Li, Shuyu |
| author_sort | Zhao, Kun |
| collection | PubMed |
| description | Regional Radiomics Similarity Networks Reveal Distinct Subtypes in the Mild Cognitive Impairment In article number 2104538 by Kun Zhao, Yong Liu, Shuyu Li, and co‐workers, two mild cognitive impairment (MCI) subtypes are identified by employing nonnegative matrix factorization on the regional radiomics similarity network (R2SN). The two MCI subtypes show specific distinct abnormal patterns in clinical manifestation and clinical outcomes. The stratification into the two subtypes provides a new insight for risk assessment and precise early intervention for MCI patients. [Image: see text] |
| format | Online Article Text |
| id | pubmed-9036028 |
| institution | National Center for Biotechnology Information |
| language | English |
| publishDate | 2022 |
| publisher | John Wiley and Sons Inc. |
| record_format | MEDLINE/PubMed |
| spelling | pubmed-90360282022-04-27 Regional Radiomics Similarity Networks Reveal Distinct Subtypes and Abnormality Patterns in Mild Cognitive Impairment (Adv. Sci. 12/2022) Zhao, Kun Zheng, Qiang Dyrba, Martin Rittman, Timothy Li, Ang Che, Tongtong Chen, Pindong Sun, Yuqing Kang, Xiaopeng Li, Qiongling Liu, Bing Liu, Yong Li, Shuyu Adv Sci (Weinh) Cover Picture Regional Radiomics Similarity Networks Reveal Distinct Subtypes in the Mild Cognitive Impairment In article number 2104538 by Kun Zhao, Yong Liu, Shuyu Li, and co‐workers, two mild cognitive impairment (MCI) subtypes are identified by employing nonnegative matrix factorization on the regional radiomics similarity network (R2SN). The two MCI subtypes show specific distinct abnormal patterns in clinical manifestation and clinical outcomes. The stratification into the two subtypes provides a new insight for risk assessment and precise early intervention for MCI patients. [Image: see text] John Wiley and Sons Inc. 2022-04-25 /pmc/articles/PMC9036028/ http://dx.doi.org/10.1002/advs.202270073 Text en © 2022 Wiley‐VCH GmbH https://creativecommons.org/licenses/by-nc/4.0/This is an open access article under the terms of the http://creativecommons.org/licenses/by-nc/4.0/ (https://creativecommons.org/licenses/by-nc/4.0/) License, which permits use, distribution and reproduction in any medium, provided the original work is properly cited and is not used for commercial purposes. |
| spellingShingle | Cover Picture Zhao, Kun Zheng, Qiang Dyrba, Martin Rittman, Timothy Li, Ang Che, Tongtong Chen, Pindong Sun, Yuqing Kang, Xiaopeng Li, Qiongling Liu, Bing Liu, Yong Li, Shuyu Regional Radiomics Similarity Networks Reveal Distinct Subtypes and Abnormality Patterns in Mild Cognitive Impairment (Adv. Sci. 12/2022) |
| title | Regional Radiomics Similarity Networks Reveal Distinct Subtypes and Abnormality Patterns in Mild Cognitive Impairment (Adv. Sci. 12/2022) |
| title_full | Regional Radiomics Similarity Networks Reveal Distinct Subtypes and Abnormality Patterns in Mild Cognitive Impairment (Adv. Sci. 12/2022) |
| title_fullStr | Regional Radiomics Similarity Networks Reveal Distinct Subtypes and Abnormality Patterns in Mild Cognitive Impairment (Adv. Sci. 12/2022) |
| title_full_unstemmed | Regional Radiomics Similarity Networks Reveal Distinct Subtypes and Abnormality Patterns in Mild Cognitive Impairment (Adv. Sci. 12/2022) |
| title_short | Regional Radiomics Similarity Networks Reveal Distinct Subtypes and Abnormality Patterns in Mild Cognitive Impairment (Adv. Sci. 12/2022) |
| title_sort | regional radiomics similarity networks reveal distinct subtypes and abnormality patterns in mild cognitive impairment (adv. sci. 12/2022) |
| topic | Cover Picture |
| url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9036028/ http://dx.doi.org/10.1002/advs.202270073 |
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