💀 The Wall of Shame

The most cited papers with no code. Sorted by the weight of their sins.

Page 1, showing 50 papers

# Paper Cause of Death Category Citations Published
1 UNet++: A Nested U-Net Architecture for Medical Image Segmentation
Zongwei Zhou, Md Mahfuzur Rahman Siddiquee, ... (+2 more)
👻 Ghosted cs.CV 8.1K 7 years ago
2 3D U-Net: Learning Dense Volumetric Segmentation from Sparse Annotation
Özgün Çiçek, Ahmed Abdulkadir, ... (+3 more)
👻 Ghosted cs.CV 7.6K 9 years ago
3 Generalised Dice overlap as a deep learning loss function for highly unbalanced segmentations
Carole H Sudre, Wenqi Li, ... (+3 more)
👻 Ghosted cs.CV 2.5K 8 years ago
4 3D MRI brain tumor segmentation using autoencoder regularization
Andriy Myronenko
👻 Ghosted cs.CV 1.3K 7 years ago
5 The Importance of Skip Connections in Biomedical Image Segmentation
Michal Drozdzal, Eugene Vorontsov, ... (+3 more)
👻 Ghosted cs.CV 1.1K 9 years ago
6 Tversky loss function for image segmentation using 3D fully convolutional deep networks
Seyed Sadegh Mohseni Salehi, Deniz Erdogmus, Ali Gholipour
👻 Ghosted cs.CV 1.0K 8 years ago
7 DeepOrgan: Multi-level Deep Convolutional Networks for Automated Pancreas Segmentation
Holger R. Roth, Le Lu, ... (+5 more)
👻 Ghosted cs.CV 821 10 years ago
8 Medical Image Synthesis with Context-Aware Generative Adversarial Networks
Dong Nie, Roger Trullo, ... (+3 more)
👻 Ghosted cs.CV 742 9 years ago
9 Automatic Liver and Lesion Segmentation in CT Using Cascaded Fully Convolutional Neural Networks and 3D Conditional Random Fields
Patrick Ferdinand Christ, Mohamed Ezzeldin A. Elshaer, ... (+11 more)
🌅 Old Age cs.CV 665 9 years ago
10 Deep MR to CT Synthesis using Unpaired Data
Jelmer M. Wolterink, Anna M. Dinkla, ... (+4 more)
👻 Ghosted cs.CV 655 8 years ago
11 Medical Image Synthesis for Data Augmentation and Anonymization using Generative Adversarial Networks
Hoo-Chang Shin, Neil A Tenenholtz, ... (+6 more)
👻 Ghosted cs.CV 627 7 years ago
12 Multi-Institutional Deep Learning Modeling Without Sharing Patient Data: A Feasibility Study on Brain Tumor Segmentation
Micah J Sheller, G Anthony Reina, ... (+3 more)
👻 Ghosted cs.LG 549 7 years ago
13 Suggestive Annotation: A Deep Active Learning Framework for Biomedical Image Segmentation
Lin Yang, Yizhe Zhang, ... (+3 more)
👻 Ghosted cs.CV 543 8 years ago
14 Privacy-preserving Federated Brain Tumour Segmentation
Wenqi Li, Fausto Milletarì, ... (+9 more)
👻 Ghosted cs.CV 530 6 years ago
15 Deep Retinal Image Understanding
Kevis-Kokitsi Maninis, Jordi Pont-Tuset, ... (+2 more)
👻 Ghosted cs.CV 529 9 years ago
16 Automatic Brain Tumor Segmentation using Cascaded Anisotropic Convolutional Neural Networks
Guotai Wang, Wenqi Li, ... (+2 more)
👻 Ghosted cs.CV 526 8 years ago
17 Exploring Uncertainty Measures in Deep Networks for Multiple Sclerosis Lesion Detection and Segmentation
Tanya Nair, Doina Precup, ... (+2 more)
👻 Ghosted cs.CV 481 7 years ago
18 End-to-End Unsupervised Deformable Image Registration with a Convolutional Neural Network
Bob D. de Vos, Floris F. Berendsen, ... (+3 more)
👻 Ghosted cs.CV 472 8 years ago
19 Ensembles of Multiple Models and Architectures for Robust Brain Tumour Segmentation
Konstantinos Kamnitsas, Wenjia Bai, ... (+9 more)
👻 Ghosted cs.CV 451 8 years ago
20 nnU-Net for Brain Tumor Segmentation
Fabian Isensee, Paul F. Jaeger, ... (+3 more)
👻 Ghosted eess.IV 396 5 years ago
21 3D Deeply Supervised Network for Automatic Liver Segmentation from CT Volumes
Qi Dou, Hao Chen, ... (+4 more)
👻 Ghosted cs.CV 365 9 years ago
22 Accurate Pulmonary Nodule Detection in Computed Tomography Images Using Deep Convolutional Neural Networks
Jia Ding, Aoxue Li, ... (+2 more)
👻 Ghosted cs.CV 362 8 years ago
23 Deep Learning for Multi-Task Medical Image Segmentation in Multiple Modalities
Pim Moeskops, Jelmer M. Wolterink, ... (+5 more)
👻 Ghosted cs.CV 329 8 years ago
24 Optimizing the Dice Score and Jaccard Index for Medical Image Segmentation: Theory & Practice
Jeroen Bertels, Tom Eelbode, ... (+5 more)
👻 Ghosted cs.CV 317 6 years ago
25 HeMIS: Hetero-Modal Image Segmentation
Mohammad Havaei, Nicolas Guizard, ... (+2 more)
👻 Ghosted cs.CV 311 9 years ago
26 Zoom-in-Net: Deep Mining Lesions for Diabetic Retinopathy Detection
Zhe Wang, Yanxin Yin, ... (+4 more)
👻 Ghosted cs.CV 267 8 years ago
27 An Exploration of 2D and 3D Deep Learning Techniques for Cardiac MR Image Segmentation
Christian F. Baumgartner, Lisa M. Koch, ... (+2 more)
👻 Ghosted cs.CV 263 8 years ago
28 Recurrent Fully Convolutional Neural Networks for Multi-slice MRI Cardiac Segmentation
Rudra P K Poudel, Pablo Lamata, Giovanni Montana
👻 Ghosted stat.ML 255 9 years ago
29 Automatic Liver Segmentation Using an Adversarial Image-to-Image Network
Dong Yang, Daguang Xu, ... (+6 more)
👻 Ghosted cs.CV 244 8 years ago
30 Spectral Graph Convolutions for Population-based Disease Prediction
Sarah Parisot, Sofia Ira Ktena, ... (+5 more)
👻 Ghosted stat.ML 237 9 years ago
31 Automatic 3D Cardiovascular MR Segmentation with Densely-Connected Volumetric ConvNets
Lequan Yu, Jie-Zhi Cheng, ... (+5 more)
👻 Ghosted cs.CV 236 8 years ago
32 Automatic Radiology Report Generation based on Multi-view Image Fusion and Medical Concept Enrichment
Jianbo Yuan, Haofu Liao, ... (+2 more)
👻 Ghosted eess.IV 220 6 years ago
33 A Deep Metric for Multimodal Registration
Martin Simonovsky, Benjamín Gutiérrez-Becker, ... (+3 more)
👻 Ghosted cs.CV 219 9 years ago
34 Semi-Supervised Medical Image Segmentation via Learning Consistency under Transformations
Gerda Bortsova, Florian Dubost, ... (+3 more)
👻 Ghosted cs.CV 211 6 years ago
35 Distance Metric Learning using Graph Convolutional Networks: Application to Functional Brain Networks
Sofia Ira Ktena, Sarah Parisot, ... (+5 more)
👻 Ghosted cs.CV 208 9 years ago
36 3D Segmentation with Exponential Logarithmic Loss for Highly Unbalanced Object Sizes
Ken C. L. Wong, Mehdi Moradi, ... (+2 more)
👻 Ghosted cs.CV 207 7 years ago
37 Lesion detection and Grading of Diabetic Retinopathy via Two-stages Deep Convolutional Neural Networks
Yehui Yang, Tao Li, ... (+4 more)
👻 Ghosted cs.CV 191 8 years ago
38 Understanding the Mechanisms of Deep Transfer Learning for Medical Images
Hariharan Ravishankar, Prasad Sudhakar, ... (+5 more)
👻 Ghosted cs.CV 190 8 years ago
39 Overcoming Data Limitation in Medical Visual Question Answering
Binh D. Nguyen, Thanh-Toan Do, ... (+4 more)
👻 Ghosted cs.CV 189 6 years ago
40 Data Augmentation for Skin Lesion Analysis
Fábio Perez, Cristina Vasconcelos, ... (+2 more)
👻 Ghosted cs.CV 183 7 years ago
41 SCAN: Structure Correcting Adversarial Network for Organ Segmentation in Chest X-rays
Wei Dai, Joseph Doyle, ... (+5 more)
👻 Ghosted cs.CV 178 9 years ago
42 Unpaired Brain MR-to-CT Synthesis using a Structure-Constrained CycleGAN
Heran Yang, Jian Sun, ... (+5 more)
👻 Ghosted cs.CV 171 7 years ago
43 Attention-Guided Curriculum Learning for Weakly Supervised Classification and Localization of Thoracic Diseases on Chest Radiographs
Yuxing Tang, Xiaosong Wang, ... (+4 more)
👻 Ghosted cs.CV 171 7 years ago
44 Automated Pulmonary Nodule Detection via 3D ConvNets with Online Sample Filtering and Hybrid-Loss Residual Learning
Qi Dou, Hao Chen, ... (+4 more)
👻 Ghosted cs.CV 170 8 years ago
45 Automatic Brain Tumor Segmentation using Convolutional Neural Networks with Test-Time Augmentation
Guotai Wang, Wenqi Li, ... (+2 more)
👻 Ghosted cs.CV 166 7 years ago
46 Discriminative Localization in CNNs for Weakly-Supervised Segmentation of Pulmonary Nodules
Xinyang Feng, Jie Yang, ... (+2 more)
👻 Ghosted cs.CV 164 8 years ago
47 Multi-Modal Masked Autoencoders for Medical Vision-and-Language Pre-Training
Zhihong Chen, Yuhao Du, ... (+5 more)
💀 404 Not Found cs.CV 163 3 years ago
48 Self-supervised Feature Learning for 3D Medical Images by Playing a Rubik's Cube
Xinrui Zhuang, Yuexiang Li, ... (+4 more)
👻 Ghosted cs.CV 162 6 years ago
49 Generalised Wasserstein Dice Score for Imbalanced Multi-class Segmentation using Holistic Convolutional Networks
Lucas Fidon, Wenqi Li, ... (+5 more)
👻 Ghosted cs.CV 162 8 years ago
50 3D Anisotropic Hybrid Network: Transferring Convolutional Features from 2D Images to 3D Anisotropic Volumes
Siqi Liu, Daguang Xu, ... (+8 more)
👻 Ghosted cs.CV 157 8 years ago