OpenAlex · Aktualisierung stündlich · Letzte Aktualisierung: 13.03.2026, 11:57

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Meistzitierte Publikationen im Bereich Gesundheit & MedTech

The future of digital health with federated learning

Nicola Rieke, Jonny Hancox, Wenqi Li et al.

2020 · 2.200 Zit.

Federated learning in medicine: facilitating multi-institutional collaborations without sharing patient data

Micah Sheller, Brandon Edwards, G. Anthony Reina et al.

2020 · 1.253 Zit.

Fusion of medical imaging and electronic health records using deep learning: a systematic review and implementation guidelines

Shih-Cheng Huang, Anuj Pareek, Saeed Seyyedi et al.

2020 · 727 Zit.

Multi-institutional Deep Learning Modeling Without Sharing Patient Data: A Feasibility Study on Brain Tumor Segmentation

Micah Sheller, G. Anthony Reina, Brandon Edwards et al.

2019 · 517 Zit.

CheckList for EvaluAtion of Radiomics research (CLEAR): a step-by-step reporting guideline for authors and reviewers endorsed by ESR and EuSoMII

Burak Koçak, Bettina Baeßler, Spyridon Bakas et al.

2023 · 376 Zit.

Machine Learning and the Future of Cardiovascular Care

Giorgio Quer, Ramy Arnaout, Michael Henne et al.

2021 · 316 Zit.

Federated Learning for Medical Applications: A Taxonomy, Current Trends, Challenges, and Future Research Directions

Ashish Rauniyar, Desta Haileselassie Hagos, Debesh Jha et al.

2023 · 214 Zit.

Use of Artificial Intelligence Chatbots for Cancer Treatment Information

Shan Chen, Benjamin H. Kann, Michael B. Foote et al.

2023 · 208 Zit.

Artificial intelligence technologies and compassion in healthcare: A systematic scoping review

Elizabeth Morrow, Teodor Zidaru, Fiona Ross et al.

2023 · 203 Zit.

Artificial intelligence approaches to predicting and detecting cognitive decline in older adults: A conceptual review

Sarah Graham, Ellen Lee, Dilip V. Jeste et al.

2019 · 194 Zit.

An exploratory survey about using ChatGPT in education, healthcare, and research

Mohammad Hosseini, Catherine A. Gao, David Liebovitz et al.

2023 · 162 Zit.

OpenFL: the open federated learning library

Patrick Foley, Micah Sheller, Brandon Edwards et al.

2022 · 113 Zit.

Z-Inspection<sup>®</sup>: A Process to Assess Trustworthy AI

Roberto V. Zicari, John Brodersen, James Brusseau et al.

2021 · 111 Zit.

Federated benchmarking of medical artificial intelligence with MedPerf

Alexandros Karargyris, Renato Umeton, Micah Sheller et al.

2023 · 110 Zit.

Privacy preservation for federated learning in health care

Sarthak Pati, Sourav Kumar, A. Varma et al.

2024 · 108 Zit.