Renato Umeton

Automated machine learning: Review of the state-of-the-art and opportunities for healthcare

2020 · 812 Zit. · Artificial Intelligence in Medicine

The TRIPOD-LLM reporting guideline for studies using large language models

2025 · 232 Zit. · Nature Medicine

Federated benchmarking of medical artificial intelligence with MedPerf

2023 · 110 Zit. · Nature Machine Intelligence

A Review of Medical Federated Learning: Applications in Oncology and Cancer Research

2022 · 56 Zit. · Lecture notes in computer science

ChatGPT for digital pathology research

2024 · 31 Zit. · The Lancet Digital Health

GPT-4 in a Cancer Center — Institute-Wide Deployment Challenges and Lessons Learned

2024 · 26 Zit. · NEJM AI

ESMO basic requirements for AI-based biomarkers in oncology (EBAI)

2025 · 8 Zit. · Annals of Oncology

ESMO guidance on the use of Large Language Models in Clinical Practice (ELCAP)

2025 · 5 Zit. · Annals of Oncology

GPT-4 in a Cancer Center: Institute-Wide Deployment Challenges and Lessons Learned

2023 · 3 Zit.

MedPerf: Open Benchmarking Platform for Medical Artificial Intelligence using Federated Evaluation

2021 · 2 Zit. · White Rose Research Online (University of Leeds, The University of Sheffield, University of York)

The TRIPOD-LLM reporting guideline for studies using large language models: a Korean translation

2025 · 1 Zit. · The Ewha Medical Journal

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

2025 · 0 Zit. · ArXiv.org