Castillo-Cara M - Search Results

1

Clusters of people with type 2 diabetes in the general population: unsupervised machine learning approach using national surveys in Latin America and the Caribbean.

Carrillo-Larco RM, Castillo-Cara M, Anza-Ramirez C, Bernabé-Ortiz A. Carrillo-Larco RM, et al. Among authors: castillo cara m. BMJ Open Diabetes Res Care. 2021 Jan;9(1):e001889. doi: 10.1136/bmjdrc-2020-001889. BMJ Open Diabetes Res Care. 2021. PMID: 33514531 Free PMC article.

2

Using country-level variables to classify countries according to the number of confirmed COVID-19 cases: An unsupervised machine learning approach.

Carrillo-Larco RM, Castillo-Cara M. Carrillo-Larco RM, et al. Among authors: castillo cara m. Wellcome Open Res. 2020 Jun 15;5:56. doi: 10.12688/wellcomeopenres.15819.3. eCollection 2020. Wellcome Open Res. 2020. PMID: 32587900 Free PMC article.

3

Development, validation, and application of a machine learning model to estimate salt consumption in 54 countries.

Guzman-Vilca WC, Castillo-Cara M, Carrillo-Larco RM. Guzman-Vilca WC, et al. Among authors: castillo cara m. Elife. 2022 Jan 25;11:e72930. doi: 10.7554/eLife.72930. Elife. 2022. PMID: 34984979 Free PMC article.

4

Street images classification according to COVID-19 risk in Lima, Peru: a convolutional neural networks feasibility analysis.

Carrillo-Larco RM, Castillo-Cara M, Hernández Santa Cruz JF. Carrillo-Larco RM, et al. Among authors: castillo cara m. BMJ Open. 2022 Sep 19;12(9):e063411. doi: 10.1136/bmjopen-2022-063411. BMJ Open. 2022. PMID: 36123096 Free PMC article.

5

Phenotypes of non-alcoholic fatty liver disease (NAFLD) and all-cause mortality: unsupervised machine learning analysis of NHANES III.

Carrillo-Larco RM, Guzman-Vilca WC, Castillo-Cara M, Alvizuri-Gómez C, Alqahtani S, Garcia-Larsen V. Carrillo-Larco RM, et al. Among authors: castillo cara m. BMJ Open. 2022 Nov 23;12(11):e067203. doi: 10.1136/bmjopen-2022-067203. BMJ Open. 2022. PMID: 36418130 Free PMC article.

6

An Empirical Study of the Transmission Power Setting for Bluetooth-Based Indoor Localization Mechanisms.

Castillo-Cara M, Lovón-Melgarejo J, Bravo-Rocca G, Orozco-Barbosa L, García-Varea I. Castillo-Cara M, et al. Sensors (Basel). 2017 Jun 7;17(6):1318. doi: 10.3390/s17061318. Sensors (Basel). 2017. PMID: 28590413 Free PMC article.

7

A multimodal approach using fundus images and text meta-data in a machine learning classifier with embeddings to predict years with self-reported diabetes - An exploratory analysis.

Carrillo-Larco RM, Bravo-Rocca G, Castillo-Cara M, Xu X, Bernabe-Ortiz A. Carrillo-Larco RM, et al. Among authors: castillo cara m. Prim Care Diabetes. 2024 Jun;18(3):327-332. doi: 10.1016/j.pcd.2024.04.002. Epub 2024 Apr 14. Prim Care Diabetes. 2024. PMID: 38616442

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