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Renato Umeton

6 papers hereh-index 81.1k citations23 works total

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

author position
  • middle author3
  • last author1

Across the 4 of 6 papers where every author was matched, so the position is known.

fields
  • cs.CY2
  • cs.CV1
  • cs.DC1
  • cs.LG1
  • q-bio.TO1
same name
  • Renato Umeton — 1 paper

Either other researchers who publish under this name, or the same person where the external sources have not merged their records.

identity via Semantic Scholar / OpenAlex

activity
20212025
most citedMedPerf: Open Benchmarking Platform for Medical Artificial Intelligence using Federated Evaluation

173 citations · 175 across the 6 of their papers we have counts for

collaborators
Showing 2025Show all

3 papers · 1 filter

cs.CY2025★ 1 cited

A Technical Policy Blueprint for Trustworthy Decentralized AI

Hasan Kassem, Orion Banks, Omar Benjelloun +20

Decentralized AI systems, such as federated learning, can play a critical role in further unlocking AI asset marketplaces (e.g., healthcare data marketplaces) thanks to increased a…

cs.CV2025

Beyond Diagnosis: Evaluating Multimodal LLMs for Pathology Localization in Chest Radiographs

Advait Gosai, Arun Kavishwar, Stephanie L. McNamara +4

Recent work has shown promising performance of frontier large language models (LLMs) and their multimodal counterparts in medical quizzes and diagnostic tasks, highlighting their p…

cs.CY2025

Red Teaming for Generative AI, Report on a Copyright-Focused Exercise Completed in an Academic Medical Center

James Wen, Sahil Nalawade, Zhiwei Liang +38

Background: Generative artificial intelligence (AI) deployment in academic medical settings raises copyright compliance concerns. Dana-Farber Cancer Institute implemented GPT4DFCI,…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.