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A robust framework for Alzheimer's disease detection and staging: incorporating multi-feature integration, MRMR feature selection, and Random Forest classification.

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Title: A robust framework for Alzheimer's disease detection and staging: incorporating multi-feature integration, MRMR feature selection, and Random Forest classification.
Authors: HK, Ravikiran1, ravikiranhsn@gmail.com, R, Deepak2, deepakr@bgsit.ac.in, H A, Deepak1, deepakgowda1@gmail.com, M S, Prapulla Kumar3, prapulla.kumar@gmail.com, S, Sharath4, ss.sharath@gmail.com, G H, Yogeesh1, yogeeshgh2010@gmail.com
Source: Multimedia Tools & Applications; Jul2025, Vol. 84 Issue 22, p24903-24931, 29p
Database: Applied Science & Technology Source
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Header DbId: aci
DbLabel: Applied Science & Technology Source
An: 186679120
AccessLevel: 2
PubType: Academic Journal
PubTypeId: academicJournal
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  Data: A robust framework for Alzheimer's disease detection and staging: incorporating multi-feature integration, MRMR feature selection, and Random Forest classification.
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  Data: <searchLink fieldCode="AU" term="%22HK%2C+Ravikiran%22">HK, Ravikiran</searchLink><relatesTo>1</relatesTo>, <i>ravikiranhsn@gmail.com</i><br /><searchLink fieldCode="AU" term="%22R%2C+Deepak%22">R, Deepak</searchLink><relatesTo>2</relatesTo>, <i>deepakr@bgsit.ac.in</i><br /><searchLink fieldCode="AU" term="%22H+A%2C+Deepak%22">H A, Deepak</searchLink><relatesTo>1</relatesTo>, <i>deepakgowda1@gmail.com</i><br /><searchLink fieldCode="AU" term="%22M+S%2C+Prapulla+Kumar%22">M S, Prapulla Kumar</searchLink><relatesTo>3</relatesTo>, <i>prapulla.kumar@gmail.com</i><br /><searchLink fieldCode="AU" term="%22S%2C+Sharath%22">S, Sharath</searchLink><relatesTo>4</relatesTo>, <i>ss.sharath@gmail.com</i><br /><searchLink fieldCode="AU" term="%22G+H%2C+Yogeesh%22">G H, Yogeesh</searchLink><relatesTo>1</relatesTo>, <i>yogeeshgh2010@gmail.com</i>
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PLink https://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=aci&AN=186679120
RecordInfo BibRecord:
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      – Type: doi
        Value: 10.1007/s11042-024-19875-5
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      – Code: eng
        Text: English
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        PageCount: 29
        StartPage: 24903
    Titles:
      – TitleFull: A robust framework for Alzheimer's disease detection and staging: incorporating multi-feature integration, MRMR feature selection, and Random Forest classification.
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            NameFull: HK, Ravikiran
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            NameFull: R, Deepak
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            NameFull: M S, Prapulla Kumar
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            NameFull: S, Sharath
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            NameFull: G H, Yogeesh
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            – D: 01
              M: 07
              Text: Jul2025
              Type: published
              Y: 2025
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              Value: 84
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