Enzo Ferrante - Concepedia

Author

Enzo Ferrante

Consejo Nacional de Investigaciones Científicas y Técnicas ORCID

Also Known As

E Ferrante, E. Di Ferrante, E. FERRANTE, E. Ferrante, Enzo Ferrante, Ferrante, Enzo, Ippolito, Daphne, Martos, Domonkos, Milone, Diego H., Ricardi, Martiniano María

195

Publications

5.4K

Citations

H-Index

123

Concepts

All Affiliations

Consejo Nacional de Investigaciones Científicas y Técnicas Universidad Nacional del Litoral Imperial College London Institute of Group Analysis Università Cattolica del Sacro Cuore

About

Enzo Ferrante is an author at Consejo Nacional de Investigaciones Científicas y Técnicas specializing in engineering, medical image computing, and deep learning.

Top Concepts

#	Concept	H-Index	Publications	Citations
1	Engineering	14	14	2.1K
2	Medicine	9	9	197
3	Health Sciences	6	6	460
4	Public Health	6	6	699
5	Natural Sciences	3	3	76

Enzo Ferrante

Publications

3.6K

Citations

H-Index

Page 1

	Year	Citations
Anatomically Constrained Neural Networks (ACNNs): Application to Cardiac Image Enhancement and Segmentation Ozan Oktay, Enzo Ferrante, Konstantinos Kamnitsas, IEEE Transactions on Medical Imaging	2017	724
Disease prediction using graph convolutional networks: Application to Autism Spectrum Disorder and Alzheimer’s disease Sarah Parisot, Sofia Ira Ktena, Enzo Ferrante, Medical Image Analysis Graph Neural NetworkGraph Representation LearningGraph TheoryMachine LearningData Science	2018	713
Gender imbalance in medical imaging datasets produces biased classifiers for computer-aided diagnosis Agostina J. Larrazabal, Nicolás Nieto, Victoria Peterson, Proceedings of the National Academy of Sciences Artificial IntelligenceEngineeringMachine LearningIntelligent DiagnosticsDiagnosis	2020	598
Metric learning with spectral graph convolutions on brain connectivity networks Sofia Ira Ktena, Sarah Parisot, Enzo Ferrante, NeuroImage Spectral TheorySpectral Graph ConvolutionsManifold LearningGraph TheoryComputational Neuroscience	2017	365
Addressing fairness in artificial intelligence for medical imaging María Agustina Ricci Lara, Rodrigo Echeveste, Enzo Ferrante Nature Communications Artificial IntelligenceEngineeringResponsible AiMedical ImagingData Science	2022	184
Multiclass semantic segmentation and quantification of traumatic brain injury lesions on head CT using deep learning: an algorithm development and multicentre validation study Miguel Monteiro, Virginia Newcombe, François Mathieu, The Lancet Digital Health	2020	154
Sub-cortical brain structure segmentation using F-CNN'S Mahsa Shakeri, Stavros Tsogkas, Enzo Ferrante, Geometric LearningConvolutional Neural NetworkEngineeringMagnetic ResonanceBrain Mapping	2016	100
Learning deformable registration of medical images with anatomical constraints Lucas Mansilla, Diego H. Milone, Enzo Ferrante Neural Networks Geometric ModelingImage AnalysisEngineeringMedical ImagingImage Registration	2020	88
Unsupervised Lesion Detection in Brain CT using Bayesian Convolutional Autoencoders Nick Pawlowski, Matthew C. H. Lee, Martin Rajchl, Image AnalysisEngineeringMedical ImagingBrain CtMedical Image Computing	2018	85
Improving Anatomical Plausibility in Medical Image Segmentation via Hybrid Graph Neural Networks: Applications to Chest X-Ray Analysis Nicolás Gaggion, Lucas Mansilla, Candelaria Mosquera, IEEE Transactions on Medical Imaging Geometric LearningConvolutional Neural NetworkMedical Image SegmentationEngineeringMachine Learning	2022	60

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