💀 The Wall of Shame

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

Page 2, showing 50 papers

# Paper Cause of Death Category Citations Published
51 A Multi-Scale CNN and Curriculum Learning Strategy for Mammogram Classification
William Lotter, Greg Sorensen, David Cox
👻 Ghosted cs.CV 154 8 years ago
52 Spatial Aggregation of Holistically-Nested Networks for Automated Pancreas Segmentation
Holger R. Roth, Le Lu, ... (+3 more)
👻 Ghosted cs.CV 152 9 years ago
53 Synthesis of Positron Emission Tomography (PET) Images via Multi-channel Generative Adversarial Networks (GANs)
Lei Bi, Jinman Kim, ... (+3 more)
👻 Ghosted cs.CV 145 8 years ago
54 Conditional Infilling GANs for Data Augmentation in Mammogram Classification
Eric Wu, Kevin Wu, ... (+2 more)
👻 Ghosted cs.CV 145 7 years ago
55 Fast CapsNet for Lung Cancer Screening
Aryan Mobiny, Hien Van Nguyen
👻 Ghosted cs.CV 144 7 years ago
56 Can we trust deep learning models diagnosis? The impact of domain shift in chest radiograph classification
Eduardo H. P. Pooch, Pedro L. Ballester, Rodrigo C. Barros
👻 Ghosted eess.IV 143 6 years ago
57 Adversarial training and dilated convolutions for brain MRI segmentation
Pim Moeskops, Mitko Veta, ... (+3 more)
👻 Ghosted cs.CV 136 8 years ago
58 Star Shape Prior in Fully Convolutional Networks for Skin Lesion Segmentation
Zahra Mirikharaji, Ghassan Hamarneh
👻 Ghosted cs.CV 135 7 years ago
59 Progressive and Multi-Path Holistically Nested Neural Networks for Pathological Lung Segmentation from CT Images
Adam P. Harrison, Ziyue Xu, ... (+4 more)
👻 Ghosted cs.CV 131 8 years ago
60 Semi-Supervised Deep Learning for Fully Convolutional Networks
Christoph Baur, Shadi Albarqouni, Nassir Navab
👻 Ghosted cs.CV 130 9 years ago
61 Double-Uncertainty Weighted Method for Semi-supervised Learning
Yixin Wang, Yao Zhang, ... (+5 more)
👻 Ghosted cs.CV 130 5 years ago
62 Fast Predictive Image Registration
Xiao Yang, Roland Kwitt, Marc Niethammer
👻 Ghosted cs.CV 128 9 years ago
63 DeepPhase: Surgical Phase Recognition in CATARACTS Videos
Odysseas Zisimopoulos, Evangello Flouty, ... (+5 more)
👻 Ghosted cs.CV 128 7 years ago
64 The Domain Shift Problem of Medical Image Segmentation and Vendor-Adaptation by Unet-GAN
Wenjun Yan, Yuanyuan Wang, ... (+5 more)
👻 Ghosted eess.IV 127 6 years ago
65 IVD-Net: Intervertebral disc localization and segmentation in MRI with a multi-modal UNet
Jose Dolz, Christian Desrosiers, Ismail Ben Ayed
👻 Ghosted cs.CV 125 7 years ago
66 2D-3D Fully Convolutional Neural Networks for Cardiac MR Segmentation
Jay Patravali, Shubham Jain, Sasank Chilamkurthy
👻 Ghosted cs.CV 124 8 years ago
67 Deep Residual Learning for Instrument Segmentation in Robotic Surgery
Daniil Pakhomov, Vittal Premachandran, ... (+3 more)
👻 Ghosted cs.CV 123 9 years ago
68 Recurrent neural networks for aortic image sequence segmentation with sparse annotations
Wenjia Bai, Hideaki Suzuki, ... (+5 more)
👻 Ghosted cs.CV 123 7 years ago
69 Automatic Segmentation and Disease Classification Using Cardiac Cine MR Images
Jelmer M. Wolterink, Tim Leiner, ... (+2 more)
👻 Ghosted cs.CV 120 8 years ago
70 S4ND: Single-Shot Single-Scale Lung Nodule Detection
Naji Khosravan, Ulas Bagci
👻 Ghosted cs.CV 116 8 years ago
71 Dense Multi-path U-Net for Ischemic Stroke Lesion Segmentation in Multiple Image Modalities
Jose Dolz, Ismail Ben Ayed, Christian Desrosiers
👻 Ghosted cs.CV 115 7 years ago
72 ORBSLAM-based Endoscope Tracking and 3D Reconstruction
Nader Mahmoud, Iñigo Cirauqui, ... (+5 more)
👻 Ghosted cs.CV 113 9 years ago
73 CardiacNET: Segmentation of Left Atrium and Proximal Pulmonary Veins from MRI Using Multi-View CNN
Aliasghar Mortazi, Rashed Karim, ... (+3 more)
👻 Ghosted cs.CV 113 9 years ago
74 Gland Instance Segmentation by Deep Multichannel Side Supervision
Yan Xu, Yang Li, ... (+4 more)
👻 Ghosted cs.CV 111 9 years ago
75 Voxel2Mesh: 3D Mesh Model Generation from Volumetric Data
Udaranga Wickramasinghe, Edoardo Remelli, ... (+2 more)
👻 Ghosted cs.CV 111 6 years ago
76 Real-Time Segmentation of Non-Rigid Surgical Tools based on Deep Learning and Tracking
Luis C. García-Peraza-Herrera, Wenqi Li, ... (+8 more)
👻 Ghosted cs.CV 109 5 years ago
77 Iterative Multi-domain Regularized Deep Learning for Anatomical Structure Detection and Segmentation from Ultrasound Images
Hao Chen, Yefeng Zheng, ... (+3 more)
👻 Ghosted cs.CV 108 9 years ago
78 FAIM -- A ConvNet Method for Unsupervised 3D Medical Image Registration
Dongyang Kuang, Tanya Schmah
👻 Ghosted cs.CV 107 7 years ago
79 Adversarial and Perceptual Refinement for Compressed Sensing MRI Reconstruction
Maximilian Seitzer, Guang Yang, ... (+10 more)
👻 Ghosted cs.CV 105 7 years ago
80 Multi-Scale Coarse-to-Fine Segmentation for Screening Pancreatic Ductal Adenocarcinoma
Zhuotun Zhu, Yingda Xia, ... (+3 more)
👻 Ghosted cs.CV 105 7 years ago
81 Cost-Sensitive Active Learning for Intracranial Hemorrhage Detection
Weicheng Kuo, Christian Häne, ... (+3 more)
👻 Ghosted cs.CV 105 7 years ago
82 End-To-End Alzheimer's Disease Diagnosis and Biomarker Identification
Soheil Esmaeilzadeh, Dimitrios Ioannis Belivanis, ... (+2 more)
👻 Ghosted cs.CV 104 7 years ago
83 Dilated Convolutional Neural Networks for Cardiovascular MR Segmentation in Congenital Heart Disease
Jelmer M. Wolterink, Tim Leiner, ... (+2 more)
👻 Ghosted cs.CV 101 9 years ago
84 Error Corrective Boosting for Learning Fully Convolutional Networks with Limited Data
Abhijit Guha Roy, Sailesh Conjeti, ... (+4 more)
👻 Ghosted cs.CV 100 9 years ago
85 Deep Supervision for Pancreatic Cyst Segmentation in Abdominal CT Scans
Yuyin Zhou, Lingxi Xie, ... (+2 more)
👻 Ghosted cs.CV 100 8 years ago
86 Virtual PET Images from CT Data Using Deep Convolutional Networks: Initial Results
Avi Ben-Cohen, Eyal Klang, ... (+3 more)
👻 Ghosted cs.CV 100 8 years ago
87 Learning to Segment Medical Images with Scribble-Supervision Alone
Yigit B. Can, Krishna Chaitanya, ... (+4 more)
👻 Ghosted cs.CV 100 7 years ago
88 Pathological OCT Retinal Layer Segmentation using Branch Residual U-shape Networks
Stefanos Apostolopoulos, Sandro De Zanet, ... (+3 more)
👻 Ghosted cs.CV 98 8 years ago
89 Cephalometric Landmark Detection by AttentiveFeature Pyramid Fusion and Regression-Voting
Runnan Chen, Yuexin Ma, ... (+3 more)
👻 Ghosted cs.CV 97 6 years ago
90 Monte-Carlo Sampling applied to Multiple Instance Learning for Histological Image Classification
Marc Combalia, Veronica Vilaplana
👻 Ghosted cs.CV 96 7 years ago
91 Towards safe deep learning: accurately quantifying biomarker uncertainty in neural network predictions
Zach Eaton-Rosen, Felix Bragman, ... (+3 more)
👻 Ghosted cs.CV 93 7 years ago
92 GridNet with automatic shape prior registration for automatic MRI cardiac segmentation
Clement Zotti, Zhiming Luo, ... (+3 more)
👻 Ghosted cs.CV 92 9 years ago
93 Visualizing Convolutional Networks for MRI-based Diagnosis of Alzheimer's Disease
Johannes Rieke, Fabian Eitel, ... (+3 more)
👻 Ghosted cs.CV 91 7 years ago
94 Dense Volume-to-Volume Vascular Boundary Detection
Jameson Merkow, David Kriegman, ... (+2 more)
👻 Ghosted cs.CV 90 10 years ago
95 Capsule Networks against Medical Imaging Data Challenges
Amelia Jiménez-Sánchez, Shadi Albarqouni, Diana Mateus
👻 Ghosted cs.CV 89 7 years ago
96 Simultaneous Recognition and Pose Estimation of Instruments in Minimally Invasive Surgery
Thomas Kurmann, Pablo Marquez Neila, ... (+5 more)
👻 Ghosted cs.CV 88 8 years ago
97 Automatically Designing CNN Architectures for Medical Image Segmentation
Aliasghar Mortazi, Ulas Bagci
👻 Ghosted stat.ML 88 7 years ago
98 Brain Tumor Segmentation and Tractographic Feature Extraction from Structural MR Images for Overall Survival Prediction
Po-Yu Kao, Thuyen Ngo, ... (+3 more)
👻 Ghosted cs.CV 87 7 years ago
99 Generating Highly Realistic Images of Skin Lesions with GANs
Christoph Baur, Shadi Albarqouni, Nassir Navab
👻 Ghosted cs.CV 87 7 years ago
100 One Network to Segment Them All: A General, Lightweight System for Accurate 3D Medical Image Segmentation
Mathias Perslev, Erik Bjørnager Dam, ... (+2 more)
👻 Ghosted cs.LG 87 6 years ago