Standout Papers

UNet++: A Nested U-Net Architecture for Medical Image Segmentation 2018 2026 2020 2023 4.3k
  1. UNet++: A Nested U-Net Architecture for Medical Image Segmentation (2018)
    Zongwei Zhou, Md Mahfuzur Rahman Siddiquee et al. Lecture notes in computer science
  2. UNet++: Redesigning Skip Connections to Exploit Multiscale Features in Image Segmentation (2019)
    Zongwei Zhou, Md Mahfuzur Rahman Siddiquee et al. IEEE Transactions on Medical Imaging

Immediate Impact

3 from Science/Nature 50 standout
Sub-graph 1 of 25

Citing Papers

Explainable attention based breast tumor segmentation using a combination of UNet, ResNet, DenseNet, and EfficientNet models
2025 Standout
A vision–language foundation model for precision oncology
2025 StandoutNature
1 intermediate paper

Works of Zongwei Zhou being referenced

Active, continual fine tuning of convolutional neural networks for reducing annotation efforts
2021
UNet++: Redesigning Skip Connections to Exploit Multiscale Features in Image Segmentation
2019 Standout

Author Peers

Author Last Decade Papers Cites
Zongwei Zhou 2484 3448 2839 26 7.5k
Md Mahfuzur Rahman Siddiquee 2071 3225 2535 16 6.8k
Nima Tajbakhsh 3348 4357 4011 20 9.9k
Jianming Liang 3426 4352 4015 72 10.4k
Karthikeyan Shanmugam 2817 4271 2826 49 14.2k
I. Dinstein 2779 4531 2870 55 13.9k
George Papandreou 3098 7325 1659 38 12.7k
Jonathan Long 1602 3358 1494 6 7.2k
Evan Shelhamer 1658 3377 1506 5 7.2k
Iasonas Kokkinos 3544 8230 1649 27 13.0k
Alexander C. Berg 6664 10564 2087 19 18.0k

All Works

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2026