CARMEN
JIMÉNEZ MESA
AYUDA PUENTE DOCTORAS PLAN PROPIO
University of Cambridge
Cambridge, Reino UnidoPublicaciones en colaboración con investigadores/as de University of Cambridge (10)
2024
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Machine learning in small sample neuroimaging studies: Novel measures for schizophrenia analysis
Human Brain Mapping, Vol. 45, Núm. 5
2023
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A non-parametric statistical inference framework for Deep Learning in current neuroimaging
Information Fusion, Vol. 91, pp. 598-611
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Applications of machine learning and deep learning in SPECT and PET imaging: General overview, challenges and future prospects
Pharmacological Research, Vol. 197
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Computational approaches to Explainable Artificial Intelligence: Advances in theory, applications and trends
Information Fusion, Vol. 100
2022
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A Connection between Pattern Classification by Machine Learning and Statistical Inference with the General Linear Model
IEEE Journal of Biomedical and Health Informatics, Vol. 26, Núm. 11, pp. 5332-5343
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Quantifying Differences between Affine and Nonlinear Spatial Normalization of FP-CIT Spect Images
International Journal of Neural Systems, Vol. 32, Núm. 5
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Standardization of Agnostic Learning Techniques in Neuroimaging: a Case Study in EEG
2022 IEEE NSS/MIC RTSD - IEEE Nuclear Science Symposium, Medical Imaging Conference and Room Temperature Semiconductor Detector Conference
2021
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Statistical Agnostic Mapping: A framework in neuroimaging based on concentration inequalities
Information Fusion, Vol. 66, pp. 198-212
2020
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Advances in multimodal data fusion in neuroimaging: Overview, challenges, and novel orientation
Information Fusion, Vol. 64, pp. 149-187
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Granger causality-based information fusion applied to electrical measurements from power transformers
Information Fusion, Vol. 57, pp. 59-70