@proceedings {988,
	title = {Comparison of data-driven and physics-informed learning approaches for optimising multi-contrast MRI acquisition protocols},
	volume = {3701},
	year = {2023},
	month = {2023},
	abstract = {<p>Multi-contrast MRI is used to assess the biological properties of tissues, but excessively long times are required to acquire high-quality datasets. To reduce acquisition time, physics-informed Machine Learning approaches were developed to select the optimal subset of measurements, decreasing the number of volumes by approximately 63\%, and predict the MRI signal and quantitative maps. These selection methods were compared to a full data-driven and two manual strategies. Synthetic and real 5D-Diffusion-T1-T2* data from five healthy participants were used. Feature selection via a combination of Machine Learning and physics modelling provides accurate estimation of quantitative parameters and prediction of MRI signal.</p>
},
	author = {{\'A}lvaro Planchuelo-G{\'o}mez and Descoteaux, Maxime and Aja-Fern{\'a}ndez, Santiago and Hutter, Jana and Jones, Derek K and Tax, Chantal M W}
}
@conference {975,
	title = {Comparing signal models for correcting diffusion-weighted MR images for free water partial volume effects},
	booktitle = {ISMRM Workshop on Diffusion MRI: From Research to Clinic},
	year = {2022},
	address = {Amsterdam, The Netherlands},
	author = {Guadilla, Irene and Fouto, Ana R. and {\'A}lvaro Planchuelo-G{\'o}mez and Trist{\'a}n-Vega, Antonio and Ruiz-Tagle, Amparo and Esteves, In{\^e}s and Caetano, Gina and Aja-Fern{\'a}ndez, Santiago and Figueiredo, Patr{\'\i}cia and Nunes, Rita G.}
}
@article {816,
	title = {Computation of exact g-factor maps in 3D GRAPPA reconstructions},
	journal = {Magnetic resonance in medicine},
	volume = {81},
	year = {2019},
	pages = {1353{\textendash}1367},
	author = {I{\~n}aki Rabanillo-Viloria and Zhu, Ante and Santiago Aja-Fern{\'a}ndez and Alberola-L{\'o}pez, Carlos and Hernando, Diego}
}
@conference {405,
	title = {Cuantificaci{\'o}n de la insuficiencia mitral funcional mediante el esfuerzo y la velocidad del miocardio},
	booktitle = {XXIX Congreso Anual de la Sociedad Espa{\~n}ola de Ingenier{\'\i}a Biom{\'e}dica},
	year = {2011},
	address = {Centro de Cirug{\'\i}a de M{\'\i}nima Invasi{\'o}n Jes{\'u}s Us{\'o}n},
	author = {Ariel H. Curiale and S{\'a}nchez-Ferrero, G Vegas and Teresa P{\'e}rez-Sanz and Santiago Aja-Fern{\'a}ndez}
}
@article {aja2004computational,
	title = {A computational TW3 classifier for skeletal maturity assessment. A Computing with Words approach},
	journal = {Journal of Biomedical Informatics},
	volume = {37},
	number = {2},
	year = {2004},
	pages = {99{\textendash}107},
	publisher = {Academic Press},
	author = {Santiago Aja-Fern{\'a}ndez and Rodrigo de Luis-Garc{\'\i}a and Miguel Angel Martin-Fernandez and Carlos Alberola-Lopez}
}
