Standout Papers

UNet++: A Nested U-Net Architecture for Medical Image Segmentation 2015 2026 2018 2022 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
  3. Convolutional Neural Networks for Medical Image Analysis: Full Training or Fine Tuning? (2016)
    Nima Tajbakhsh, J. Shin et al. IEEE Transactions on Medical Imaging
  4. Automated Polyp Detection in Colonoscopy Videos Using Shape and Context Information (2015)
    Nima Tajbakhsh, Suryakanth Gurudu et al. IEEE Transactions on Medical Imaging

Immediate Impact

1 by Nobel laureates 15 from Science/Nature 69 standout
Sub-graph 1 of 23

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 Jianming Liang 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
Jianming Liang 4015 3426 4352 72 10.4k
Nima Tajbakhsh 4011 3348 4357 20 9.9k
Zongwei Zhou 2839 2484 3448 26 7.5k
I. Dinstein 2870 2779 4531 55 13.9k
Karthikeyan Shanmugam 2826 2817 4271 49 14.2k
Md Mahfuzur Rahman Siddiquee 2535 2071 3225 16 6.8k
Xiaojuan Qi 2251 3580 7744 168 14.1k
Jonathan Krause 2758 6713 10197 34 18.8k
Robert M. Haralick 3193 3495 7618 130 18.8k
Hao Su 2091 6436 10761 43 18.3k
George Papandreou 1659 3098 7325 38 12.7k

All Works

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Rankless by CCL
2026