Standout Papers

A survey on deep learning in medical image analysis 2016 2026 2019 2022 7.0k
  1. A survey on deep learning in medical image analysis (2017)
    Geert Litjens, Thijs Kooi et al. Medical Image Analysis
  2. Pulmonary Nodule Detection in CT Images: False Positive Reduction Using Multi-View Convolutional Networks (2016)
    Arnaud A. A. Setio, Francesco Ciompi et al. IEEE Transactions on Medical Imaging
  3. Deep learning in histopathology: the path to the clinic (2021)
    Jeroen van der Laak, Geert Litjens et al. Nature Medicine
  4. Quantifying the effects of data augmentation and stain color normalization in convolutional neural networks for computational pathology (2019)
    David Tellez, Geert Litjens et al. Medical Image Analysis

Immediate Impact

1 by Nobel laureates 33 from Science/Nature 87 standout
Sub-graph 1 of 21

Citing Papers

A vision–language foundation model for precision oncology
2025 StandoutNature
A broadband hyperspectral image sensor with high spatio-temporal resolution
2024 StandoutNature
9 intermediate papers

Works of Francesco Ciompi being referenced

HookNet: Multi-resolution convolutional neural networks for semantic segmentation in histopathology whole-slide images
2021
A survey on deep learning in medical image analysis
2017 Standout
and 5 more

Author Peers

Author Last Decade Papers Cites
Francesco Ciompi 5481 4540 1772 2715 82 10.4k
Clara I. Sá‎nchez 7019 4615 1622 3221 93 12.1k
Geert Litjens 7274 6560 2811 3583 85 13.7k
Jeroen van der Laak 6206 6469 1737 3346 185 14.7k
Qi Dou 3856 3479 835 3407 142 8.5k
Holger R. Roth 3702 2995 1050 2661 70 7.8k
Hao Chen 4969 4799 1095 5087 293 12.7k
Daniel L. Rubin 7609 5061 2310 1794 353 14.2k
Jianming Liang 4015 3426 801 4352 72 10.4k
Arnaud A. A. Setio 4440 3486 1407 2310 17 8.4k
Mohsen Ghafoorian 3776 3191 918 2179 24 7.8k

All Works

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2026