ENZO FERRANTE

Datos académicos

Lugar de trabajo	CONSEJO NACIONAL DE INVESTIGACIONES CIENTIFICAS Y TECNICAS / CENTRO CIENTIFICO TECNOLOGICO CONICET - SANTA FE / INSTITUTO DE INVESTIGACION EN SEÑALES, SISTEMAS E INTELIGENCIA COMPUTACIONAL \| UNIVERSIDAD NACIONAL DEL LITORAL / FACULTAD DE INGENIERIA Y CIENCIAS HIDRICAS / INSTITUTO DE INVESTIGACION EN SEÑALES, SISTEMAS E INTELIGENCIA COMPUTACIONAL
Título	Doctor en Matemática e Informática
Grado	Universitario de posgrado/doctorado
Campo de aplicación	Salud humana
Especialidad	Visión computacional e imágenes médicas

PRODUCCION CIENTÍFICO TECNOLÓGICA

Mostrando ítems 1-20 de 20

Artículo Addressing fairness in artificial intelligence for medical imaging

Ricci Lara, María Agustina; Echeveste, Rodrigo Sebastián ; Ferrante, Enzo (Nature Research, 2022-08)
Artículo Assessing robustness and generalization of a deep neural network for brain MS lesion segmentation on real-world data

Chaves, Hernan; Serra, María M.; Shalóm, Diego Edgar ; Ananía, Pilar; Rueda, Fernanda; Osa Sanz, Emilia; Stefanoff, Nadia I.; Rodríguez Murúa, Sofía; Costa, Martín E.; Kitamura, Felipe C.; Yañez, Paulina; Cejas, Claudia; Correale, Jorge; Ferrante, Enzo ; Fernández Slezak, Diego; Farez, Mauricio Franco (Springer, 2024-03)
Artículo AutoImplant 2020-First MICCAI Challenge on Automatic Cranial Implant Design

Li, Jianning; Pimentel, Pedro; Szengel, Angelika; Ehlke, Moritz; Lamecker, Hans; Zachow, Stefan; Estacio, Laura; Doenitz, Christian; Ramm, Heiko; Shi, Haochen; Chen, Xiaojun; Matzkin, Victor Franco ; Newcombe, Virginia; Ferrante, Enzo ; Jin, Yuan; Ellis, David G.; Aizenberg, Michele R.; Kodym, Oldrich; Spanel, Michal; Herout, Adam; Mainprize, James G.; Fishman, Zachary; Hardisty, Michael R.; Bayat, Amirhossein; Shit, Suprosanna; Wang, Bomin; Liu, Zhi; Eder, Matthias; Pepe, Antonio; Gsaxner, Christina; Alves, Victor; Zefferer, Ulrike; Von Campe, Gord; Pistracher, Karin; Schafer, Ute; Schmalstieg, Dieter; Menze, Bjoern H.; Glocker, Ben; Egger, Jan (Institute of Electrical and Electronics Engineers, 2021-09)
Artículo Bridging physiological and perceptual views of autism by means of sampling-based Bayesian inference

Echeveste, Rodrigo Sebastián ; Ferrante, Enzo ; Milone, Diego Humberto ; Samengo, Ines (MIT Press, 2022-03)
Artículo CheXmask: a large-scale dataset of anatomical segmentation masks for multi-center chest x-ray images

Gaggion Zulpo, Rafael Nicolás ; Mosquera, Candelaria; Mansilla, Lucas Andrés ; Saidman, Julia Mariel; Aineseder, Martina; Milone, Diego Humberto ; Ferrante, Enzo (Nature, 2024-05)
Artículo ChronoRoot: High-throughput phenotyping by deep segmentation networks reveals novel temporal parameters of plant root system architecture

Gaggion Zulpo, Rafael Nicolás ; Ariel, Federico Damian ; Daric, Vladimir; Lambert, Éric; Legendre, Simon; Roulé, Thomas; Camoirano, Alejandra ; Milone, Diego Humberto ; Crespi, Martin; Blein, Thomas; Ferrante, Enzo (Oxford Academic, 2021-07)
Artículo Class imbalance on medical image classification: towards better evaluation practices for discrimination and calibration performance

Mosquera, Candelaria; Ferrer, Luciana ; Milone, Diego Humberto ; Luna, Daniel; Ferrante, Enzo (Springer, 2024-06)
Artículo Deep net detection and onset prediction of electrographic seizure patterns in responsive neurostimulation

Peterson, Victoria ; Kokkinos, Vasileios; Ferrante, Enzo ; Walton, Ashley; Merk, Timon; Hadanny, Amir; Saravanan, Varun; Sisterson, Nathaniel; Zaher, Naoir; Urban, Alexandra; Richardson, R. Mark (Wiley Blackwell Publishing, Inc, 2023-06)
Artículo Demographically-Informed Prediction Discrepancy Index: Early Warnings of Demographic Biases for Unlabeled Populations

Mansilla, Lucas Andrés ; Claucich, Estanislao ; Echeveste, Rodrigo Sebastián ; Milone, Diego Humberto ; Ferrante, Enzo (MIT Press, 2024-02)
Artículo Gender imbalance in medical imaging datasets produces biased classifiers for computer-aided diagnosis

Larrazabal, Agostina Juliana ; Nieto, Nicolás ; Peterson, Victoria ; Milone, Diego Humberto ; Ferrante, Enzo (National Academy of Sciences, 2020-06)
Artículo Hierarchical Template Matching for 3D Myocardial Tracking and Cardiac Strain Estimation

Bhalodiya, Jayendra M.; Palit, Arnab; Ferrante, Enzo ; Tiwari, Manoj K.; Bhudia, Sunil K.; Arvanitis, Theodoros N.; Williams, Mark A. (Nature, 2019-08)
Artículo Improving anatomical plausibility in medical image segmentation via hybrid graph neural networks: applications to chest x-ray analysis

Gaggion Zulpo, Rafael Nicolás ; Mansilla, Lucas Andrés ; Mosquera, Candelaria; Milone, Diego Humberto ; Ferrante, Enzo (Institute of Electrical and Electronics Engineers, 2022-12)
Artículo Learning deformable registration of medical images with anatomical constraints

Mansilla, Lucas Andrés ; Milone, Diego Humberto ; Ferrante, Enzo (Pergamon-Elsevier Science Ltd, 2020-04)
Artículo Left Ventricle Quantification Challenge: A Comprehensive Comparison and Evaluation of Segmentation and Regression for Mid-Ventricular Short-Axis Cardiac MR Data

Xue, Wufeng; Li, Jiahui; Hu, Zhiqiang; Kerfoot, Eric; Clough, James; Oksuz, Ilkay; Xu, Hao; Grau, Vicente; Guo, Fumin; Ng, Matthew; Li, Xiang; Li, Quanzheng; Liu, Lihong; Ma, Jin; Grinias, Elias; Tziritas, Georgios; Yan, Wenjun; Atehortua, Angelica; Garreau, Mireille; Jang, Yeonggul; Debus, Alejandro; Ferrante, Enzo ; Yang, Guanyu; Hua, Tiancong; Li, Shuo (Institute of Electrical and Electronics Engineers, 2021-09)
Artículo Multiclass semantic segmentation and quantification of traumatic brain injury lesions on head CT using deep learning: an algorithm development and multicentre validation study

Monteiro, Miguel; Newcombe, Virginia F J; Mathieu, Francois; Adatia, Krishma; Kamnitsas, Konstantinos; Ferrante, Enzo ; Das, Tilak; Whitehouse, Daniel; Rueckert, Daniel; Menon, David K; Glocker, Ben (Elsevier, 2020-05)
Artículo On the relationship between research parasites and fairness in machine learning: challenges and opportunities

Nieto, Nicolás ; Larrazabal, Agostina Juliana ; Peterson, Victoria ; Milone, Diego Humberto ; Ferrante, Enzo (Oxford University Press, 2021-12)
Artículo Post-DAE: Anatomically Plausible Segmentation via Post-Processing with Denoising Autoencoders

Larrazabal, Agostina Juliana ; Martínez, César Ernesto; Glocker, Ben; Ferrante, Enzo (Institute of Electrical and Electronics Engineers, 2020-12)
Artículo Supervision by Denoising

Young, Sean I.; Dalca, Adrian V.; Ferrante, Enzo ; Golland, Polina; Metzler, Christopher A.; Fischl, Bruce; Iglesias, Juan Eugenio (IEEE Computer Society, 2023-05)
Capítulo de Libro Vera Cartonera, entre Gilda y Derrida

Título del libro: Más allá de la anécdota: una pretensión

Pérez Aguilar, Anahí Lucía; Airaldi, Candela; Ariel, Federico; Balangero, Julián; Baldini, Virginia; Bitar, Francisco Miguel ; Bonetti, Carola; Bórtoli, Pamela ; Carrio, Cintia Valeria ; Coutaz, Federico; Cumin, Larisa Belén; Chávez, Félix; Cherri, Guillermina; Chialva, Ivana Selene ; Dolzani, Sofía Macarena; Ferrante, Enzo ; Gauna, Daniela Fernanda ; Gerbaudo, Analía Isabel ; Gómez Anziani, Guillermina; Gudiño, Micaela; Ibáñez, Susana; Kiener, Laura; Larker, Vera; Molinas, Isabel Sabina; Miglioli, Valentina; Mihal, Ivana Julieta ; Nudelman, Ianina; Perticará, Mariana Andrea; Ramírez, Cristian; Sabena, María Julia ; Sanseverinatt, Zoe; Santomero, Lucila ; Sierra, Gabriela ; Sobré, Amalia; Sterli, Laura; Szpilbarg, Daniela ; Torres, Patricia; Tosti, Ivana; Venturini, Santiago ; Yódice, Paula - Otros responsables: Gerbaudo, Analía Isabel Torres, Patricia Tosti, Ivana - (Universidad Nacional del Litoral, 2021)
Artículo Weakly Supervised Learning of Metric Aggregations for Deformable Image Registration

Ferrante, Enzo ; Dokania, Puneet Kumar; Silva, Rafael Marini; Paragios, Nikos (Institute of Electrical and Electronics Engineers Inc., 2019-07)

Mostrando ítems 1-20 de 20