Mariano Cabezas - Concepedia

Author

Mariano Cabezas

Universitat de Girona ORCID

Also Known As

Cabezas Grebol, Mariano, Cabezas, Mariano, M. Cabezas, Mariano Cabezas

Publications

2.9K

Citations

H-Index

Concepts

All Affiliations

Universitat de Girona Vall d'Hebron Hospital Universitari Clínica Girona The University of Sydney Hospital Universitari de Girona Doctor Josep Trueta

About

Mariano Cabezas is an author at Universitat de Girona specializing in engineering, medical image computing, and neurology.

Top Concepts

#	Concept	H-Index	Publications	Citations
1	Engineering	14	14	1.1K
2	Medicine	12	12	1.1K
3	Public Health	2	2	36
4	Biostatistics	2	2	36
5	Health Sciences	1	1	48

Mariano Cabezas

Publications

1.9K

Citations

H-Index

Page 1

	Year	Citations
Improving automated multiple sclerosis lesion segmentation with a cascaded 3D convolutional neural network approach Sergi Valverde, Mariano Cabezas, Eloy Roura, NeuroImage Cascaded 3DConvolutional Neural NetworkImage AnalysisEngineeringMedical Imaging	2017	381
Objective Evaluation of Multiple Sclerosis Lesion Segmentation using a Data Management and Processing Infrastructure Olivier Commowick, Audrey Istace, Michaël Kain, Scientific Reports Image AnalysisEngineeringData ScienceMedical ImagingMedical Image Computing	2018	272
One-shot domain adaptation in multiple sclerosis lesion segmentation using convolutional neural networks Sergi Valverde, Mostafa Salem, Mariano Cabezas, LA Referencia (Red Federada de Repositorios Institucionales de Publicaciones Científicas)	2019	154
Improving the detection of autism spectrum disorder by combining structural and functional MRI information Mladen Rakić, Mariano Cabezas, Kaisar Kushibar, NeuroImage Clinical	2020	134
Automated sub-cortical brain structure segmentation combining spatial and deep convolutional features Kaisar Kushibar, Sergi Valverde, Sandra González-Villà, Medical Image Analysis Convolutional Neural NetworkEngineeringMachine LearningBrain MappingImage Analysis	2018	118
A toolbox for multiple sclerosis lesion segmentation Eloy Roura, Arnau Oliver, Mariano Cabezas, Neuroradiology EngineeringMedical ImagingBiomedical ImagingNeuroimagingNeurology	2015	98
Comparison of 10 brain tissue segmentation methods using revisited IBSR annotations Sergi Valverde, Arnau Oliver, Mariano Cabezas, Journal of Magnetic Resonance Imaging	2014	88
A fully convolutional neural network for new T2-w lesion detection in multiple sclerosis Mostafa Salem, Sergi Valverde, Mariano Cabezas, NeuroImage Clinical	2019	74
A supervised framework with intensity subtraction and deformation field features for the detection of new T2-w lesions in multiple sclerosis Mostafa Salem, Mariano Cabezas, Sergi Valverde, NeuroImage Clinical	2017	55
Supervised Domain Adaptation for Automatic Sub-cortical Brain Structure Segmentation with Minimal User Interaction Kaisar Kushibar, Sergi Valverde, Sandra González-Villà, Scientific Reports	2019	53

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