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researcher

C. Fernandez‐Granda

47 papers hereh-index 245.6k citations78 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • middle author26
  • last author20

Across the 46 of 47 papers where every author was matched, so the position is known.

fields
  • cs.CV13
  • cs.LG13
  • physics.ao-ph8
  • eess.IV3
  • cond-mat.mtrl-sci2
  • cs.AI2

identity via Semantic Scholar / OpenAlex

activity
20182026
most citedEarly-Learning Regularization Prevents Memorization of Noisy Labels

261 citations · 600 across the 44 of their papers we have counts for

collaborators
Showing cs.AIShow all

2 papers · 1 filter

cs.AI2025★ 3 cited

Leveraging Fine-Tuned Large Language Models for Interpretable Pancreatic Cystic Lesion Feature Extraction and Risk Categorization

Ebrahim Rasromani, Stella K. Kang, Yanqi Xu +14

Background: Manual extraction of pancreatic cystic lesion (PCL) features from radiology reports is labor-intensive, limiting large-scale studies needed to advance PCL research. Pur…

cs.AI2024

Multi-modal AI for comprehensive breast cancer prognostication

Jan Witowski, Ken G. Zeng, Joseph Cappadona +48

Treatment selection in breast cancer is guided by molecular subtypes and clinical characteristics. However, current tools including genomic assays lack the accuracy required for op…

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