Symmetry-Aware Machine Learning for the Diagnosis of Alzheimer’s Disease and Detection of Mild Cognitive Impairment Using Biomarkers

Orlando Iparraguirre-Villanueva; José Luis Herrera Salazar; Gloria Castro-Leon; Hernán Ochoa-Carbajal; Henry Chero-Valdivieso; Rosalynn Ornella Flores-Castañeda

doi:10.3991/ijoe.v22i01.58189

Symmetry-Aware Machine Learning for the Diagnosis of Alzheimer’s Disease and Detection of Mild Cognitive Impairment Using Biomarkers

Orlando Iparraguirre-Villanueva
, José Luis Herrera Salazar
, Gloria Castro-Leon
, Hernán Ochoa-Carbajal
, Henry Chero-Valdivieso
, Rosalynn Ornella Flores-Castañeda

Producción científica: Contribución a una revista › Artículo › revisión exhaustiva

Idioma original	Inglés
Páginas (desde-hasta)	21-39
Número de páginas	19
Publicación	International journal of online and biomedical engineering
Volumen	22
N.º	1
DOI	https://doi.org/10.3991/ijoe.v22i01.58189
Estado	Publicada - 22 ene. 2026
Publicado de forma externa	Sí

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Iparraguirre-Villanueva, O., Herrera Salazar, J. L., Castro-Leon, G., Ochoa-Carbajal, H., Chero-Valdivieso, H., & Flores-Castañeda, R. O. (2026). Symmetry-Aware Machine Learning for the Diagnosis of Alzheimer’s Disease and Detection of Mild Cognitive Impairment Using Biomarkers. International journal of online and biomedical engineering, 22(1), 21-39. https://doi.org/10.3991/ijoe.v22i01.58189

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author = "Orlando Iparraguirre-Villanueva and \{Herrera Salazar\}, \{Jos{\'e} Luis\} and Gloria Castro-Leon and Hern{\'a}n Ochoa-Carbajal and Henry Chero-Valdivieso and Flores-Casta{\~n}eda, \{Rosalynn Ornella\}",

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doi = "10.3991/ijoe.v22i01.58189",

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Iparraguirre-Villanueva, O, Herrera Salazar, JL, Castro-Leon, G, Ochoa-Carbajal, H, Chero-Valdivieso, H & Flores-Castañeda, RO 2026, 'Symmetry-Aware Machine Learning for the Diagnosis of Alzheimer’s Disease and Detection of Mild Cognitive Impairment Using Biomarkers', International journal of online and biomedical engineering, vol. 22, n.º 1, pp. 21-39. https://doi.org/10.3991/ijoe.v22i01.58189

Symmetry-Aware Machine Learning for the Diagnosis of Alzheimer’s Disease and Detection of Mild Cognitive Impairment Using Biomarkers. / Iparraguirre-Villanueva, Orlando; Herrera Salazar, José Luis; Castro-Leon, Gloria et al.
En: International journal of online and biomedical engineering, Vol. 22, N.º 1, 22.01.2026, p. 21-39.

Producción científica: Contribución a una revista › Artículo › revisión exhaustiva

TY - JOUR

T1 - Symmetry-Aware Machine Learning for the Diagnosis of Alzheimer’s Disease and Detection of Mild Cognitive Impairment Using Biomarkers

AU - Iparraguirre-Villanueva, Orlando

AU - Herrera Salazar, José Luis

AU - Castro-Leon, Gloria

AU - Ochoa-Carbajal, Hernán

AU - Chero-Valdivieso, Henry

AU - Flores-Castañeda, Rosalynn Ornella

PY - 2026/1/22

Y1 - 2026/1/22

KW - Alzheimer’s disease (AD)

KW - cognitive degeneration

KW - diagnosis

KW - machine learning (ML)

UR - https://www.scopus.com/pages/publications/105029120040

U2 - 10.3991/ijoe.v22i01.58189

DO - 10.3991/ijoe.v22i01.58189

M3 - Article

AN - SCOPUS:105029120040

SN - 2626-8493

VL - 22

SP - 21

EP - 39

JO - International journal of online and biomedical engineering

JF - International journal of online and biomedical engineering

IS - 1

ER -

Iparraguirre-Villanueva O, Herrera Salazar JL, Castro-Leon G, Ochoa-Carbajal H, Chero-Valdivieso H, Flores-Castañeda RO. Symmetry-Aware Machine Learning for the Diagnosis of Alzheimer’s Disease and Detection of Mild Cognitive Impairment Using Biomarkers. International journal of online and biomedical engineering. 2026 Ene. 22;22(1):21-39. doi: 10.3991/ijoe.v22i01.58189

Symmetry-Aware Machine Learning for the Diagnosis of Alzheimer’s Disease and Detection of Mild Cognitive Impairment Using Biomarkers

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