Elizondo DA - Search Results

1

Computational intelligence techniques in medicine.

López-Rubio E, Elizondo DA, Grootveld M, Jerez JM, Luque-Baena RM. López-Rubio E, et al. Among authors: elizondo da. Comput Math Methods Med. 2015;2015:196976. doi: 10.1155/2015/196976. Epub 2015 Mar 5. Comput Math Methods Med. 2015. PMID: 25834633 Free PMC article. No abstract available.

2

Improving Uncertainty Estimation With Semi-Supervised Deep Learning for COVID-19 Detection Using Chest X-Ray Images.

Calderon-Ramirez S, Yang S, Moemeni A, Colreavy-Donnelly S, Elizondo DA, Oala L, Rodriguez-Capitan J, Jimenez-Navarro M, Lopez-Rubio E, Molina-Cabello MA. Calderon-Ramirez S, et al. Among authors: elizondo da. IEEE Access. 2021 Jun 2;9:85442-85454. doi: 10.1109/ACCESS.2021.3085418. eCollection 2021. IEEE Access. 2021. PMID: 34812397 Free PMC article.

3

Application of data augmentation techniques towards metabolomics.

Moreno-Barea FJ, Franco L, Elizondo D, Grootveld M. Moreno-Barea FJ, et al. Comput Biol Med. 2022 Sep;148:105916. doi: 10.1016/j.compbiomed.2022.105916. Epub 2022 Jul 27. Comput Biol Med. 2022. PMID: 35961091 Free article.

4

The linear separability problem: some testing methods.

Elizondo D. Elizondo D. IEEE Trans Neural Netw. 2006 Mar;17(2):330-44. doi: 10.1109/TNN.2005.860871. IEEE Trans Neural Netw. 2006. PMID: 16566462

5

XAIRE: An ensemble-based methodology for determining the relative importance of variables in regression tasks. Application to a hospital emergency department.

Rivera AJ, Muñoz JC, Pérez-Goody MD, de San Pedro BS, Charte F, Elizondo D, Rodríguez C, Abolafia ML, Perea A, Del Jesus MJ. Rivera AJ, et al. Artif Intell Med. 2023 Mar;137:102494. doi: 10.1016/j.artmed.2023.102494. Epub 2023 Jan 20. Artif Intell Med. 2023. PMID: 36868688 Free article.

6

A real use case of semi-supervised learning for mammogram classification in a local clinic of Costa Rica.

Calderon-Ramirez S, Murillo-Hernandez D, Rojas-Salazar K, Elizondo D, Yang S, Moemeni A, Molina-Cabello M. Calderon-Ramirez S, et al. Med Biol Eng Comput. 2022 Apr;60(4):1159-1175. doi: 10.1007/s11517-021-02497-6. Epub 2022 Mar 3. Med Biol Eng Comput. 2022. PMID: 35239108 Free PMC article.

7

Correcting data imbalance for semi-supervised COVID-19 detection using X-ray chest images.

Calderon-Ramirez S, Yang S, Moemeni A, Elizondo D, Colreavy-Donnelly S, Chavarría-Estrada LF, Molina-Cabello MA. Calderon-Ramirez S, et al. Appl Soft Comput. 2021 Nov;111:107692. doi: 10.1016/j.asoc.2021.107692. Epub 2021 Jul 13. Appl Soft Comput. 2021. PMID: 34276263 Free PMC article.

8

Dealing with distribution mismatch in semi-supervised deep learning for COVID-19 detection using chest X-ray images: A novel approach using feature densities.

Calderon-Ramirez S, Yang S, Elizondo D, Moemeni A. Calderon-Ramirez S, et al. Appl Soft Comput. 2022 Jul;123:108983. doi: 10.1016/j.asoc.2022.108983. Epub 2022 May 10. Appl Soft Comput. 2022. PMID: 35573166 Free PMC article.

9

Analysis and test of efficient methods for building recursive deterministic perceptron neural networks.

Elizondo DA, Birkenhead R, Góngora M, Taillard E, Luyima P. Elizondo DA, et al. Neural Netw. 2007 Dec;20(10):1095-108. doi: 10.1016/j.neunet.2007.07.009. Epub 2007 Aug 29. Neural Netw. 2007. PMID: 17904333

10

A survey of partially connected neural networks.

Elizondo D, Fiesler E. Elizondo D, et al. Int J Neural Syst. 1997 Oct-Dec;8(5-6):535-58. doi: 10.1142/s0129065797000513. Int J Neural Syst. 1997. PMID: 10065835 Review.

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