Standout Papers

Prediction of cardiovascular risk factors from retinal fundus photographs via deep learning 2018 2026 2020 2023 924
  1. Prediction of cardiovascular risk factors from retinal fundus photographs via deep learning (2018)
    Ryan Poplin, Avinash V. Varadarajan et al. Nature Biomedical Engineering
  2. Deep learning-enabled medical computer vision (2021)
    Andre Esteva, Katherine Chou et al. npj Digital Medicine
  3. Impact of Deep Learning Assistance on the Histopathologic Review of Lymph Nodes for Metastatic Breast Cancer (2018)
    David F. Steiner, Robert MacDonald et al. The American Journal of Surgical Pathology
  4. Development and validation of a deep learning algorithm for improving Gleason scoring of prostate cancer (2019)
    Kunal Nagpal, Davis Foote et al. npj Digital Medicine

Immediate Impact

1 by Nobel laureates 15 from Science/Nature 97 standout
Sub-graph 1 of 19

Citing Papers

A vision–language foundation model for precision oncology
2025 StandoutNature
Applied body-fluid analysis by wearable devices
2024 StandoutNature
31 intermediate papers

Works of Yun Liu being referenced

Deep learning-enabled medical computer vision
2021 Standout
How to Read Articles That Use Machine Learning
2019
and 10 more

Author Peers

Author Last Decade Papers Cites
Yun Liu 2179 1724 663 790 100 4.8k
Martin C. Stumpe 3088 1782 1268 785 47 6.6k
Jessica L. Mega 2799 999 1272 578 79 12.4k
Marc Coram 2567 1078 1376 589 30 5.5k
Georg Langs 4090 1510 877 442 185 8.4k
Kim Ramasamy 3820 1009 3204 598 141 6.4k
Roberto A. Novoa 2199 2899 190 1073 78 7.4k
Justin Ko 2266 3070 197 1179 86 8.4k
Arunachalam Narayanaswamy 2588 1083 1371 616 14 4.6k
Jorge Cuadros 3004 1039 1776 606 27 4.6k
Ming Y. Lu 1138 1122 452 391 69 3.9k

All Works

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Rankless by CCL
2026