Mursil M, Rashwan HA, Santos-Calderon L, Cavalle-Busquets P, Murphy MM, Puig D. M-TabNet: A Transformer-Based Multi-Encoder for Early Neonatal Birth Weight Prediction Using Multimodal Data. IEEE J Biomed Health Inform. 2025 Sep 29;PP. doi: 10.1109/JBHI.2025.3614285. Epub ahead of print.
PMID: 41021962.
Mursil M, Rashwan HA, Khalid A, Cavallé-Busquets P, Santos-Calderon L, Murphy MM, Puig D. Interpretable deep neural networks for advancing early neonatal birth weight prediction using multimodal maternal factors. J Biomed Inform. 2025 Jun;166:104838. doi: 10.1016/j.jbi.2025.104838. Epub 2025 May 6.
PMID: 40339967.
Mursil M, Rashwan HA, Cavallé-Busquets P, Santos-Calderón LA, Murphy MM, Puig D. Maternal nutritional factors enhance birthweight prediction: A super learner ensembe apporach. Information 2024;15(11):714; https://doi.org/10.3390/info15110714.
Santos-Calderón LA, Cavallé-Busquets P, Ramos-Rodríguez C, Grifoll C, Rojas-Gómez A, Ballesteros M, Ueland PM, Murphy MM. Folate and cobalamin status, indicators, modulators, interactions, and reference ranges from early pregnancy until birth: the Reus-Tarragona birth cohort study. Am J Clin Nutr. 2024; 120(5): 1269-1283. doi: 10.1016/j.ajcnut.2024.09.015
PMID: 39326699
Rojas-Gómez A, Solé-Navais P, Cavallé-Busquets P, Ornosa-Martin G, Grifoll C, Ramos-Rodriguez C, Fernandez-Ballart J, Masana L, Ballesteros M, Ueland PM, Murphy MM. Pregnancy homocysteine and cobalamin status predict childhood metabolic health in the offspring. Pediatr Res. 2023 Feb;93(3):633-642.
doi: 10.1038/s41390-022-02117-5.
PMID: 35641553.
Roigé-Castellví, J., Murphy, M.M., Voltas, N. et al. A Prospective Study of Maternal Exposure to Smoking during Pregnancy and Behavioral Development in the Child. J Child Fam Stud 30, 2204–2214 (2021).
https://doi.org/10.1007/s10826-021-01978-4
Roigé-Castellví J, Murphy M, Hernández-Martínez C, Solé-Navais P, Cavallé-Busquets P, Fernández-Ballart J, Ballesteros M, Canals J. The effect of prenatal smoke exposure on child neuropsychological function: a prospective mother-child cohort study. J Reprod Infant Psychol. 2020 Feb;38(1):25-37.
doi: 10.1080/02646838.2019.1580350.
PMID: 30777448.
Cavallé-Busquets P, Inglès-Puig M, Fernandez-Ballart JD, Haro-Barceló J, Rojas-Gómez A, Ramos-Rodriguez C, Ballesteros M, Meyer K, Ueland PM, Murphy MM. Moderately elevated first trimester fasting plasma total homocysteine is associated with increased probability of miscarriage. The Reus-Tarragona Birth Cohort Study. Biochimie. 2020 Jun;173:62-67.
doi: 10.1016/j.biochi.2020.01.008.
PMID: 31962182.
Solé-Navais P, Salat-Batlle J, Cavallé-Busquets P, Fernandez-Ballart J, Ueland PM, Ballesteros M, Ornosa-Martín G, Inglès-Puig M, Colomina JM, Murphy MM. Early pregnancy folate-cobalamin interactions and their effects on cobalamin status and hematologic variables throughout pregnancy.
Am J Clin Nutr. 2018 Feb 1;107(2):173-182.
doi: 10.1093/ajcn/nqx041.
PMID: 29529156.
Colomina JM, Cavallé-Busquets P, Fernàndez-Roig S, Solé-Navais P, Fernandez-Ballart JD, Ballesteros M, Ueland PM, Meyer K, Murphy MM. Maternal Folate Status and the BHMT c.716G>A Polymorphism Affect the Betaine Dimethylglycine Pathway during Pregnancy. Nutrients. 2016 Oct 9;8(10):621.
doi: 10.3390/nu8100621.
PMID: 27735840.
Fernàndez-Roig S, Cavallé-Busquets P, Fernandez-Ballart JD, Ballesteros M, Berrocal-Zaragoza MI, Salat-Batlle J, Ueland PM, Murphy MM. Low folate status enhances pregnancy changes in plasma betaine and dimethylglycine concentrations and the association between betaine and homocysteine. Am J Clin Nutr. 2013 Jun;97(6):1252-9.
doi: 10.3945/ajcn.112.054189.
PMID: 23595875.
