Gonzalez G - Search Results

1

Biomarker Localization From Deep Learning Regression Networks.

Cano-Espinosa C, Gonzalez G, Washko GR, Cazorla M, Estepar RSJ. Cano-Espinosa C, et al. Among authors: gonzalez g. IEEE Trans Med Imaging. 2020 Jun;39(6):2121-2132. doi: 10.1109/TMI.2020.2965486. Epub 2020 Jan 9. IEEE Trans Med Imaging. 2020. PMID: 31940523 Free PMC article.

2

Deep learning for biomarker regression: application to osteoporosis and emphysema on chest CT scans.

González G, Washko GR, Estépar RSJ. González G, et al. Proc SPIE Int Soc Opt Eng. 2018 Feb;10574:105741H. doi: 10.1117/12.2293455. Epub 2018 Mar 2. Proc SPIE Int Soc Opt Eng. 2018. PMID: 30122802 Free PMC article.

3

LOCALIZING IMAGE-BASED BIOMARKER REGRESSION WITHOUT TRAINING MASKS: A NEW APPROACH TO BIOMARKER DISCOVERY.

Cano-Espinosa C, González G, Washko GR, Cazorla M, Estépar RSJ. Cano-Espinosa C, et al. Among authors: gonzalez g. Proc IEEE Int Symp Biomed Imaging. 2019 Apr;2019:679-682. doi: 10.1109/isbi.2019.8759474. Epub 2019 Jul 11. Proc IEEE Int Symp Biomed Imaging. 2019. PMID: 32454949 Free PMC article.

4

AUTOMATED AGATSTON SCORE COMPUTATION IN A LARGE DATASET OF NON ECG-GATED CHEST COMPUTED TOMOGRAPHY.

González G, Washko GR, Estépar RS. González G, et al. Proc IEEE Int Symp Biomed Imaging. 2016 Apr;2016:53-57. doi: 10.1109/ISBI.2016.7493209. Epub 2016 Jun 16. Proc IEEE Int Symp Biomed Imaging. 2016. PMID: 27974951 Free PMC article.

5

On the Relevance of the Loss Function in the Agatston Score Regression from Non-ECG Gated CT Scans.

Cano-Espinosa C, González G, Washko GR, Cazorla M, José Estépar RS. Cano-Espinosa C, et al. Among authors: gonzalez g. Image Anal Mov Organ Breast Thorac Images (2018). 2018 Sep;11040:326-334. doi: 10.1007/978-3-030-00946-5_33. Epub 2018 Sep 12. Image Anal Mov Organ Breast Thorac Images (2018). 2018. PMID: 32478335 Free PMC article.

6

Automated Agatston Score Computation in non-ECG Gated CT Scans Using Deep Learning.

Cano-Espinosa C, González G, Washko GR, Cazorla M, Estépar RSJ. Cano-Espinosa C, et al. Among authors: gonzalez g. Proc SPIE Int Soc Opt Eng. 2018 Feb;10574:105742K. doi: 10.1117/12.2293681. Epub 2018 Mar 2. Proc SPIE Int Soc Opt Eng. 2018. PMID: 30122801 Free PMC article.

7

Disease Staging and Prognosis in Smokers Using Deep Learning in Chest Computed Tomography.

González G, Ash SY, Vegas-Sánchez-Ferrero G, Onieva Onieva J, Rahaghi FN, Ross JC, Díaz A, San José Estépar R, Washko GR; COPDGene and ECLIPSE Investigators. González G, et al. Am J Respir Crit Care Med. 2018 Jan 15;197(2):193-203. doi: 10.1164/rccm.201705-0860OC. Am J Respir Crit Care Med. 2018. PMID: 28892454 Free PMC article.

8

Reply to Mummadi et al.: Overfitting and Use of Mismatched Cohorts in Deep Learning Models: Preventable Design Limitations.

González G, Ash SY, San José Estépar R, Washko G. González G, et al. Am J Respir Crit Care Med. 2018 Aug 15;198(4):545. doi: 10.1164/rccm.201803-0540LE. Am J Respir Crit Care Med. 2018. PMID: 29641211 Free PMC article. No abstract available.

9

Implementation and Performance of Automated Software for Computing Right-to-Left Ventricular Diameter Ratio From Computed Tomography Pulmonary Angiography Images.

Kumamaru KK, George E, Aghayev A, Saboo SS, Khandelwal A, Rodríguez-López S, Cai T, Jiménez-Carretero D, Estépar RS, Ledesma-Carbayo MJ, González G, Rybicki FJ. Kumamaru KK, et al. Among authors: gonzalez g. J Comput Assist Tomogr. 2016 May-Jun;40(3):387-92. doi: 10.1097/RCT.0000000000000375. J Comput Assist Tomogr. 2016. PMID: 26938697 Free PMC article.

10

Multi-structure Segmentation from Partially Labeled Datasets. Application to Body Composition Measurements on CT Scans.

González G, Washko GR, José Estépar RS. González G, et al. Image Anal Mov Organ Breast Thorac Images (2018). 2018 Sep;11040:215-224. doi: 10.1007/978-3-030-00946-5_22. Epub 2018 Sep 12. Image Anal Mov Organ Breast Thorac Images (2018). 2018. PMID: 32494779 Free PMC article.

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