Scholar
Enzo Ferrante
Google Scholar ID: ArqlkTUAAAAJ
CONICET & Universidad de Buenos Aires
Medical Imaging
Machine Learning
Computer Vision
ML Fairness
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Citations & Impact
All-time
Citations
8,630
H-index
31
i10-index
49
Publications
20
Co-authors
66
list available
Contact
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Publications
21 items
On the Cone Effect and Modality Gap in Medical Vision-Language Embeddings
2026
Cited
0
Inference-Time Toxicity Mitigation in Protein Language Models
2026
Cited
0
Mask-HybridGNet: Graph-based segmentation with emergent anatomical correspondence from pixel-level supervision
2026
Cited
0
CheXmask-U: Quantifying uncertainty in landmark-based anatomical segmentation for X-ray images
2025
Cited
0
PVeRA: Probabilistic Vector-Based Random Matrix Adaptation
2025
Cited
0
BM-CL: Bias Mitigation through the lens of Continual Learning
2025
Cited
0
On the Risk of Misleading Reports: Diagnosing Textual Biases in Multimodal Clinical AI
2025
Cited
0
Fairness and Robustness of CLIP-Based Models for Chest X-rays
2025
Cited
0
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Resume (English only)
Academic Achievements
Paper 'Domain Generalization via Gradient Surgery' accepted at ICCV 2021
Multiple papers accepted at MICCAI 2021, including 'HybridGNet' and 'Orthogonal Ensemble Networks for Biomedical Image Segmentation'
Best Paper Award at MICCAI Autoimplant Workshop 2020 for work on cranial implant design
Young Investigator Award from the National Academy of Exact, Physical and Natural Sciences of Argentina (2020)
Mercosur Science and Technology Award in Artificial Intelligence (2020)
Honorable Mention Reviewer Award for MICCAI 2021
Outstanding Reviewer Award for CVPR 2021
Invited keynote speaker at Khipu 2021 alongside Yann LeCun and Sandra Avila
Co-organized the 3rd International Workshop on Graphs in Biomedical Image Analysis (GRAIL) at MICCAI 2020
PhD student Franco Matzkin interviewed by Computer Vision News (2020) about skull reconstruction research
Collaborator Nicolás Nieto awarded the Junior Research Parasite Award (2021) for PNAS paper on gender imbalance in medical imaging datasets
Co-authors
66 total
Ben Glocker
Imperial College London
Diego H. Milone
Full Professor UNL. Principal Investigator CONICET.
Daniel Rueckert
Technical University of Munich and Imperial College London
Sarah Parisot
Imperial College London
Konstantinos Kamnitsas
Associate Professor of Biomedical Imaging @ University of Oxford
Co-author 6
Co-author 7
Ira Ktena
Ellison Institute of Technology
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