Lineas de Investigación

1. Informática Clínica.

2. Minería de Datos Clínica.

3. Bioinformática Clínica.




Publicaciones científicas

  • Todo
  • D1
  • Q1
  • Q2
  • Otro


Transfer learning with convolutional neural networks for cancer survival prediction using gene-expression data

López-García G, Jerez JM, Franco L, Veredas FJ
PLoS One 2020 Mar 26;15(3):e0230536

  1. Díaz-Redondo, T, Lavado-Valenzuela, R, Jimenez, B, Pascual, T, Gálvez, F, Falcón, A et al.. Different Pathological Complete Response Rates According to PAM50 Subtype in HER2+ Breast Cancer Patients Treated With Neoadjuvant Pertuzumab/Trastuzumab vs. Trastuzumab Plus Standard Chemotherapy: An Analysis of Real-World Data. Front Oncol. 2019;9 :1178. doi: 10.3389/fonc.2019.01178. PubMed PMID:31750258 PubMed Central PMC6848376.
Search PubMed
  1. Irigoyen-Arredondo, MS, Moreno-Sánchez, XG, Escobar-Sánchez, O, Soto-Jiménez, MF, Marín-Enríquez, E, Abitia-Cárdenas, LA et al.. Essential (Cu, Zn) and nonessential (Pb, Cd) metals in the muscle of leopard groupers (Mycteroperca rosacea) from a mining port in the Gulf of California, Mexico: human health risk assessment. Environ Sci Pollut Res Int. 2022; :. doi: 10.1007/s11356-022-18753-7. PubMed PMID:35048347 .
  2. Yozova, ID, Londoño, LA, Millar, KK, Sano, H, Weidgraaf, K, Thomson, NA et al.. Rapid Patient-Side Evaluation of Endothelial Glycocalyx Thickness in Healthy Sedated Cats Using GlycoCheck® Software. Front Vet Sci. 2021;8 :727063. doi: 10.3389/fvets.2021.727063. PubMed PMID:35047583 PubMed Central PMC8761653.
  3. Mehta, PK, Jeon, J, Ryu, K, Park, SH, Lee, KH. Ratiometric fluorescent detection of lead ions in aquatic environment and living cells using a fluorescent peptide-based probe. J Hazard Mater. 2021;427 :128161. doi: 10.1016/j.jhazmat.2021.128161. PubMed PMID:35033727 .
  4. Alghamdi, AG, El-Saeid, MH, Alzahrani, AJ, Ibrahim, HM. Heavy metal pollution and associated health risk assessment of urban dust in Riyadh, Saudi Arabia. PLoS One. 2022;17 (1):e0261957. doi: 10.1371/journal.pone.0261957. PubMed PMID:34990460 PubMed Central PMC8735667.
  5. Bennett, G, Van Reybrouck, J, Shemsanga, C, Kisaka, M, Tomašek, I, Fontijn, K et al.. Identification of low fluoride areas using conceptual groundwater flow model and hydrogeochemical system analysis in the aquifer system on the flanks of an active volcano: Mount Meru, Northern Tanzania. Sci Total Environ. 2021;814 :152682. doi: 10.1016/j.scitotenv.2021.152682. PubMed PMID:34971682 .
  6. Cummings, JL, Atri, A, Ismail, Z, Dickerson, BC, Ballard, C, Grossberg, GT et al.. Development and assessment of a brief screening tool for psychosis in dementia. Alzheimers Dement. 2021;17 Suppl 8 :e057766. doi: 10.1002/alz.057766. PubMed PMID:34971295 .
  7. Yang, H, Sun, Z, Qin, X, Wu, H, Zhang, H, Liu, G et al.. Ultrasmall Au nanoparticles modified 2D metalloporphyrinic metal-organic framework nanosheets with high peroxidase-like activity for colorimetric detection of organophosphorus pesticides. Food Chem. 2021;376 :131906. doi: 10.1016/j.foodchem.2021.131906. PubMed PMID:34968912 .
  8. Zerizghi, T, Guo, Q, Tian, L, Wei, R, Zhao, C. An integrated approach to quantify ecological and human health risks of soil heavy metal contamination around coal mining area. Sci Total Environ. 2021;814 :152653. doi: 10.1016/j.scitotenv.2021.152653. PubMed PMID:34954188 .
  9. Huang, J, Wu, Y, Li, Y, Sun, J, Xie, Y, Fan, Z et al.. Do trace metal(loid)s in road soils pose health risks to tourists? A case of a highly-visited national park in China. J Environ Sci (China). 2022;111 :61-74. doi: 10.1016/j.jes.2021.02.032. PubMed PMID:34949374 .
  10. Kelekis, A, Bonaldi, G, Cianfoni, A, Filippiadis, D, Scarone, P, Bernucci, C et al.. Intradiscal oxygen-ozone chemonucleolysis versus microdiscectomy for lumbar disc herniation radiculopathy: a non-inferiority randomized control trial. Spine J. 2021; :. doi: 10.1016/j.spinee.2021.11.017. PubMed PMID:34896609 .
  11. Giazitzi, K, Ventat Oglou, B, Boskou, G. Do ready-to-eat meals of Greek supermarkets need reformulation?. Int J Food Sci Nutr. 2021; :1-10. doi: 10.1080/09637486.2021.2012645. PubMed PMID:34886768 .
  12. Krupnova, TG, Rakova, OV, Bondarenko, KA, Saifullin, AF, Popova, DA, Potgieter-Vermaak, S et al.. Elemental Composition of PM2.5 and PM10 and Health Risks Assessment in the Industrial Districts of Chelyabinsk, South Ural Region, Russia. Int J Environ Res Public Health. 2021;18 (23):. doi: 10.3390/ijerph182312354. PubMed PMID:34886089 PubMed Central PMC8657131.
  13. Li, Q, Li, G, Fan, L, Yu, Y, Liu, J. Click reaction triggered turn-on fluorescence strategy for highly sensitive and selective determination of steroid hormones in food samples. Food Chem. 2022;374 :131565. doi: 10.1016/j.foodchem.2021.131565. PubMed PMID:34875430 .
  14. Liu, Z, Duan, C, Liu, F, Chan, CCS, Zhu, H, Yuan, L et al.. Perovskite Bifunctional Diode with High Photovoltaic and Electroluminescent Performance by Holistic Defect Passivation. Small. 2021; :e2105196. doi: 10.1002/smll.202105196. PubMed PMID:34874619 .
  15. Cao, S, Wen, D, Chen, X, Duan, X, Zhang, L, Wang, B et al.. Source identification of pollution and health risks to metals in household indoor and outdoor dust: A cross-sectional study in a typical mining town, China. Environ Pollut. 2022;293 :118551. doi: 10.1016/j.envpol.2021.118551. PubMed PMID:34813887 .
  16. van Hemert, ND, Voskuil, M, Rozemeijer, R, Stein, M, Frambach, P, Pereira, B et al.. 3-Year Clinical Outcomes After Implantation of Permanent-Polymer Versus Polymer-Free Stent: ReCre8 Landmark Analysis. JACC Cardiovasc Interv. 2021;14 (22):2477-2486. doi: 10.1016/j.jcin.2021.08.078. PubMed PMID:34794654 .
  17. Huang, X, Sang, S, Yuan, Z, Duan, Q, Guo, X, Zhang, H et al.. Magnetoelastic Immunosensor via Antibody Immobilization for the Specific Detection of Lysozymes. ACS Sens. 2021;6 (11):3933-3939. doi: 10.1021/acssensors.1c00802. PubMed PMID:34677933 .
  18. Yoo, HJ, Li, YG, Cui, WY, Chung, W, Shin, YB, Kim, YS et al.. Discrimination and isolation of the virus from free RNA fragments for the highly sensitive measurement of SARS-CoV-2 abundance on surfaces using a graphene oxide nano surface. Nano Converg. 2021;8 (1):31. doi: 10.1186/s40580-021-00281-8. PubMed PMID:34661769 PubMed Central PMC8521082.
  19. Ko, E, Hur, W, Son, SE, Seong, GH, Han, DK. Au nanoparticle-hydrogel nanozyme-based colorimetric detection for on-site monitoring of mercury in river water. Mikrochim Acta. 2021;188 (11):382. doi: 10.1007/s00604-021-05032-4. PubMed PMID:34657212 .
  20. Hanfi, MY, Yarmoshenko, IV, Zhukovsky, MV. ASSESSMENT OF RADIATION DOSE FROM INHALATION OF OUTDOOR DUST CONTAINING NATURAL RADIONUCLIDES. Radiat Prot Dosimetry. 2021;196 (3-4):184-189. doi: 10.1093/rpd/ncab148. PubMed PMID:34608944 .
Search PubMed
  1. Irigoyen-Arredondo, MS, Moreno-Sánchez, XG, Escobar-Sánchez, O, Soto-Jiménez, MF, Marín-Enríquez, E, Abitia-Cárdenas, LA et al.. Essential (Cu, Zn) and nonessential (Pb, Cd) metals in the muscle of leopard groupers (Mycteroperca rosacea) from a mining port in the Gulf of California, Mexico: human health risk assessment. Environ Sci Pollut Res Int. 2022; :. doi: 10.1007/s11356-022-18753-7. PubMed PMID:35048347 .
  2. Yozova, ID, Londoño, LA, Millar, KK, Sano, H, Weidgraaf, K, Thomson, NA et al.. Rapid Patient-Side Evaluation of Endothelial Glycocalyx Thickness in Healthy Sedated Cats Using GlycoCheck® Software. Front Vet Sci. 2021;8 :727063. doi: 10.3389/fvets.2021.727063. PubMed PMID:35047583 PubMed Central PMC8761653.
  3. Mehta, PK, Jeon, J, Ryu, K, Park, SH, Lee, KH. Ratiometric fluorescent detection of lead ions in aquatic environment and living cells using a fluorescent peptide-based probe. J Hazard Mater. 2021;427 :128161. doi: 10.1016/j.jhazmat.2021.128161. PubMed PMID:35033727 .
  4. Alghamdi, AG, El-Saeid, MH, Alzahrani, AJ, Ibrahim, HM. Heavy metal pollution and associated health risk assessment of urban dust in Riyadh, Saudi Arabia. PLoS One. 2022;17 (1):e0261957. doi: 10.1371/journal.pone.0261957. PubMed PMID:34990460 PubMed Central PMC8735667.
  5. Bennett, G, Van Reybrouck, J, Shemsanga, C, Kisaka, M, Tomašek, I, Fontijn, K et al.. Identification of low fluoride areas using conceptual groundwater flow model and hydrogeochemical system analysis in the aquifer system on the flanks of an active volcano: Mount Meru, Northern Tanzania. Sci Total Environ. 2021;814 :152682. doi: 10.1016/j.scitotenv.2021.152682. PubMed PMID:34971682 .
  6. Cummings, JL, Atri, A, Ismail, Z, Dickerson, BC, Ballard, C, Grossberg, GT et al.. Development and assessment of a brief screening tool for psychosis in dementia. Alzheimers Dement. 2021;17 Suppl 8 :e057766. doi: 10.1002/alz.057766. PubMed PMID:34971295 .
  7. Yang, H, Sun, Z, Qin, X, Wu, H, Zhang, H, Liu, G et al.. Ultrasmall Au nanoparticles modified 2D metalloporphyrinic metal-organic framework nanosheets with high peroxidase-like activity for colorimetric detection of organophosphorus pesticides. Food Chem. 2021;376 :131906. doi: 10.1016/j.foodchem.2021.131906. PubMed PMID:34968912 .
  8. Zerizghi, T, Guo, Q, Tian, L, Wei, R, Zhao, C. An integrated approach to quantify ecological and human health risks of soil heavy metal contamination around coal mining area. Sci Total Environ. 2021;814 :152653. doi: 10.1016/j.scitotenv.2021.152653. PubMed PMID:34954188 .
  9. Huang, J, Wu, Y, Li, Y, Sun, J, Xie, Y, Fan, Z et al.. Do trace metal(loid)s in road soils pose health risks to tourists? A case of a highly-visited national park in China. J Environ Sci (China). 2022;111 :61-74. doi: 10.1016/j.jes.2021.02.032. PubMed PMID:34949374 .
  10. Kelekis, A, Bonaldi, G, Cianfoni, A, Filippiadis, D, Scarone, P, Bernucci, C et al.. Intradiscal oxygen-ozone chemonucleolysis versus microdiscectomy for lumbar disc herniation radiculopathy: a non-inferiority randomized control trial. Spine J. 2021; :. doi: 10.1016/j.spinee.2021.11.017. PubMed PMID:34896609 .
  11. Giazitzi, K, Ventat Oglou, B, Boskou, G. Do ready-to-eat meals of Greek supermarkets need reformulation?. Int J Food Sci Nutr. 2021; :1-10. doi: 10.1080/09637486.2021.2012645. PubMed PMID:34886768 .
  12. Krupnova, TG, Rakova, OV, Bondarenko, KA, Saifullin, AF, Popova, DA, Potgieter-Vermaak, S et al.. Elemental Composition of PM2.5 and PM10 and Health Risks Assessment in the Industrial Districts of Chelyabinsk, South Ural Region, Russia. Int J Environ Res Public Health. 2021;18 (23):. doi: 10.3390/ijerph182312354. PubMed PMID:34886089 PubMed Central PMC8657131.
  13. Li, Q, Li, G, Fan, L, Yu, Y, Liu, J. Click reaction triggered turn-on fluorescence strategy for highly sensitive and selective determination of steroid hormones in food samples. Food Chem. 2022;374 :131565. doi: 10.1016/j.foodchem.2021.131565. PubMed PMID:34875430 .
  14. Liu, Z, Duan, C, Liu, F, Chan, CCS, Zhu, H, Yuan, L et al.. Perovskite Bifunctional Diode with High Photovoltaic and Electroluminescent Performance by Holistic Defect Passivation. Small. 2021; :e2105196. doi: 10.1002/smll.202105196. PubMed PMID:34874619 .
  15. Cao, S, Wen, D, Chen, X, Duan, X, Zhang, L, Wang, B et al.. Source identification of pollution and health risks to metals in household indoor and outdoor dust: A cross-sectional study in a typical mining town, China. Environ Pollut. 2022;293 :118551. doi: 10.1016/j.envpol.2021.118551. PubMed PMID:34813887 .
  16. van Hemert, ND, Voskuil, M, Rozemeijer, R, Stein, M, Frambach, P, Pereira, B et al.. 3-Year Clinical Outcomes After Implantation of Permanent-Polymer Versus Polymer-Free Stent: ReCre8 Landmark Analysis. JACC Cardiovasc Interv. 2021;14 (22):2477-2486. doi: 10.1016/j.jcin.2021.08.078. PubMed PMID:34794654 .
  17. Huang, X, Sang, S, Yuan, Z, Duan, Q, Guo, X, Zhang, H et al.. Magnetoelastic Immunosensor via Antibody Immobilization for the Specific Detection of Lysozymes. ACS Sens. 2021;6 (11):3933-3939. doi: 10.1021/acssensors.1c00802. PubMed PMID:34677933 .
  18. Yoo, HJ, Li, YG, Cui, WY, Chung, W, Shin, YB, Kim, YS et al.. Discrimination and isolation of the virus from free RNA fragments for the highly sensitive measurement of SARS-CoV-2 abundance on surfaces using a graphene oxide nano surface. Nano Converg. 2021;8 (1):31. doi: 10.1186/s40580-021-00281-8. PubMed PMID:34661769 PubMed Central PMC8521082.
  19. Ko, E, Hur, W, Son, SE, Seong, GH, Han, DK. Au nanoparticle-hydrogel nanozyme-based colorimetric detection for on-site monitoring of mercury in river water. Mikrochim Acta. 2021;188 (11):382. doi: 10.1007/s00604-021-05032-4. PubMed PMID:34657212 .
  20. Hanfi, MY, Yarmoshenko, IV, Zhukovsky, MV. ASSESSMENT OF RADIATION DOSE FROM INHALATION OF OUTDOOR DUST CONTAINING NATURAL RADIONUCLIDES. Radiat Prot Dosimetry. 2021;196 (3-4):184-189. doi: 10.1093/rpd/ncab148. PubMed PMID:34608944 .
Search PubMed
  1. Irigoyen-Arredondo, MS, Moreno-Sánchez, XG, Escobar-Sánchez, O, Soto-Jiménez, MF, Marín-Enríquez, E, Abitia-Cárdenas, LA et al.. Essential (Cu, Zn) and nonessential (Pb, Cd) metals in the muscle of leopard groupers (Mycteroperca rosacea) from a mining port in the Gulf of California, Mexico: human health risk assessment. Environ Sci Pollut Res Int. 2022; :. doi: 10.1007/s11356-022-18753-7. PubMed PMID:35048347 .
  2. Yozova, ID, Londoño, LA, Millar, KK, Sano, H, Weidgraaf, K, Thomson, NA et al.. Rapid Patient-Side Evaluation of Endothelial Glycocalyx Thickness in Healthy Sedated Cats Using GlycoCheck® Software. Front Vet Sci. 2021;8 :727063. doi: 10.3389/fvets.2021.727063. PubMed PMID:35047583 PubMed Central PMC8761653.
  3. Mehta, PK, Jeon, J, Ryu, K, Park, SH, Lee, KH. Ratiometric fluorescent detection of lead ions in aquatic environment and living cells using a fluorescent peptide-based probe. J Hazard Mater. 2021;427 :128161. doi: 10.1016/j.jhazmat.2021.128161. PubMed PMID:35033727 .
  4. Alghamdi, AG, El-Saeid, MH, Alzahrani, AJ, Ibrahim, HM. Heavy metal pollution and associated health risk assessment of urban dust in Riyadh, Saudi Arabia. PLoS One. 2022;17 (1):e0261957. doi: 10.1371/journal.pone.0261957. PubMed PMID:34990460 PubMed Central PMC8735667.
  5. Bennett, G, Van Reybrouck, J, Shemsanga, C, Kisaka, M, Tomašek, I, Fontijn, K et al.. Identification of low fluoride areas using conceptual groundwater flow model and hydrogeochemical system analysis in the aquifer system on the flanks of an active volcano: Mount Meru, Northern Tanzania. Sci Total Environ. 2021;814 :152682. doi: 10.1016/j.scitotenv.2021.152682. PubMed PMID:34971682 .
  6. Cummings, JL, Atri, A, Ismail, Z, Dickerson, BC, Ballard, C, Grossberg, GT et al.. Development and assessment of a brief screening tool for psychosis in dementia. Alzheimers Dement. 2021;17 Suppl 8 :e057766. doi: 10.1002/alz.057766. PubMed PMID:34971295 .
  7. Yang, H, Sun, Z, Qin, X, Wu, H, Zhang, H, Liu, G et al.. Ultrasmall Au nanoparticles modified 2D metalloporphyrinic metal-organic framework nanosheets with high peroxidase-like activity for colorimetric detection of organophosphorus pesticides. Food Chem. 2021;376 :131906. doi: 10.1016/j.foodchem.2021.131906. PubMed PMID:34968912 .
  8. Zerizghi, T, Guo, Q, Tian, L, Wei, R, Zhao, C. An integrated approach to quantify ecological and human health risks of soil heavy metal contamination around coal mining area. Sci Total Environ. 2021;814 :152653. doi: 10.1016/j.scitotenv.2021.152653. PubMed PMID:34954188 .
  9. Huang, J, Wu, Y, Li, Y, Sun, J, Xie, Y, Fan, Z et al.. Do trace metal(loid)s in road soils pose health risks to tourists? A case of a highly-visited national park in China. J Environ Sci (China). 2022;111 :61-74. doi: 10.1016/j.jes.2021.02.032. PubMed PMID:34949374 .
  10. Kelekis, A, Bonaldi, G, Cianfoni, A, Filippiadis, D, Scarone, P, Bernucci, C et al.. Intradiscal oxygen-ozone chemonucleolysis versus microdiscectomy for lumbar disc herniation radiculopathy: a non-inferiority randomized control trial. Spine J. 2021; :. doi: 10.1016/j.spinee.2021.11.017. PubMed PMID:34896609 .
  11. Giazitzi, K, Ventat Oglou, B, Boskou, G. Do ready-to-eat meals of Greek supermarkets need reformulation?. Int J Food Sci Nutr. 2021; :1-10. doi: 10.1080/09637486.2021.2012645. PubMed PMID:34886768 .
  12. Krupnova, TG, Rakova, OV, Bondarenko, KA, Saifullin, AF, Popova, DA, Potgieter-Vermaak, S et al.. Elemental Composition of PM2.5 and PM10 and Health Risks Assessment in the Industrial Districts of Chelyabinsk, South Ural Region, Russia. Int J Environ Res Public Health. 2021;18 (23):. doi: 10.3390/ijerph182312354. PubMed PMID:34886089 PubMed Central PMC8657131.
  13. Li, Q, Li, G, Fan, L, Yu, Y, Liu, J. Click reaction triggered turn-on fluorescence strategy for highly sensitive and selective determination of steroid hormones in food samples. Food Chem. 2022;374 :131565. doi: 10.1016/j.foodchem.2021.131565. PubMed PMID:34875430 .
  14. Liu, Z, Duan, C, Liu, F, Chan, CCS, Zhu, H, Yuan, L et al.. Perovskite Bifunctional Diode with High Photovoltaic and Electroluminescent Performance by Holistic Defect Passivation. Small. 2021; :e2105196. doi: 10.1002/smll.202105196. PubMed PMID:34874619 .
  15. Cao, S, Wen, D, Chen, X, Duan, X, Zhang, L, Wang, B et al.. Source identification of pollution and health risks to metals in household indoor and outdoor dust: A cross-sectional study in a typical mining town, China. Environ Pollut. 2022;293 :118551. doi: 10.1016/j.envpol.2021.118551. PubMed PMID:34813887 .
  16. van Hemert, ND, Voskuil, M, Rozemeijer, R, Stein, M, Frambach, P, Pereira, B et al.. 3-Year Clinical Outcomes After Implantation of Permanent-Polymer Versus Polymer-Free Stent: ReCre8 Landmark Analysis. JACC Cardiovasc Interv. 2021;14 (22):2477-2486. doi: 10.1016/j.jcin.2021.08.078. PubMed PMID:34794654 .
  17. Huang, X, Sang, S, Yuan, Z, Duan, Q, Guo, X, Zhang, H et al.. Magnetoelastic Immunosensor via Antibody Immobilization for the Specific Detection of Lysozymes. ACS Sens. 2021;6 (11):3933-3939. doi: 10.1021/acssensors.1c00802. PubMed PMID:34677933 .
  18. Yoo, HJ, Li, YG, Cui, WY, Chung, W, Shin, YB, Kim, YS et al.. Discrimination and isolation of the virus from free RNA fragments for the highly sensitive measurement of SARS-CoV-2 abundance on surfaces using a graphene oxide nano surface. Nano Converg. 2021;8 (1):31. doi: 10.1186/s40580-021-00281-8. PubMed PMID:34661769 PubMed Central PMC8521082.
  19. Ko, E, Hur, W, Son, SE, Seong, GH, Han, DK. Au nanoparticle-hydrogel nanozyme-based colorimetric detection for on-site monitoring of mercury in river water. Mikrochim Acta. 2021;188 (11):382. doi: 10.1007/s00604-021-05032-4. PubMed PMID:34657212 .
  20. Hanfi, MY, Yarmoshenko, IV, Zhukovsky, MV. ASSESSMENT OF RADIATION DOSE FROM INHALATION OF OUTDOOR DUST CONTAINING NATURAL RADIONUCLIDES. Radiat Prot Dosimetry. 2021;196 (3-4):184-189. doi: 10.1093/rpd/ncab148. PubMed PMID:34608944 .
Search PubMed
  1. Urda, D, Aragón, F, Bautista, R, Franco, L, Veredas, FJ, Claros, MG et al.. BLASSO: integration of biological knowledge into a regularized linear model. BMC Syst Biol. 2018;12 (Suppl 5):94. doi: 10.1186/s12918-018-0612-8. PubMed PMID:30458775 PubMed Central PMC6245593.
Search PubMed
  1. Sánchez-Muñoz, A, Vicioso, L, Santonja, A, Álvarez, M, Plata-Fernández, Y, Miramón, J et al.. Male breast cancer: correlation between immunohistochemical subtyping and PAM50 intrinsic subtypes, and the subsequent clinical outcomes. Mod Pathol. 2018;31 (2):299-306. doi: 10.1038/modpathol.2017.129. PubMed PMID:28984296 .
Search PubMed

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