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1708.03867
Cited By

Automated Pulmonary Nodule Detection via 3D ConvNets with Online Sample
Filtering and Hybrid-Loss Residual Learning

Automated Pulmonary Nodule Detection via 3D ConvNets with Online Sample Filtering and Hybrid-Loss Residual Learning

International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2017

13 August 2017

Hao Chen

Pheng-Ann Heng

ArXiv (abs)PDF HTML

Papers citing "Automated Pulmonary Nodule Detection via 3D ConvNets with Online Sample Filtering and Hybrid-Loss Residual Learning"

22 / 22 papers shown

MHSnet: Multi-head and Spatial Attention Network with False-Positive Reduction for Pulmonary Nodules Detection

...

218

1

0

31 Jan 2022

nnDetection: A Self-configuring Method for Medical Object Detection

nnDetection: A Self-configuring Method for Medical Object DetectionInternational Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2021

Michael Baumgartner

Klaus H. Maier-Hein

359

116

0

01 Jun 2021

SCPM-Net: An Anchor-free 3D Lung Nodule Detection Network using Sphere
Representation and Center Points Matching

SCPM-Net: An Anchor-free 3D Lung Nodule Detection Network using Sphere Representation and Center Points Matching

Guotai Wang

Dimitris N. Metaxas

262

84

0

12 Apr 2021

Hierarchical Classification of Pulmonary Lesions: A Large-Scale
Radio-Pathomics Study

Hierarchical Classification of Pulmonary Lesions: A Large-Scale Radio-Pathomics Study

102

9

0

08 Oct 2020

Deep Learning on Point Clouds for False Positive Reduction at Nodule
Detection in Chest CT Scans

Deep Learning on Point Clouds for False Positive Reduction at Nodule Detection in Chest CT Scans

218

10

0

07 May 2020

Integration of Convolutional Neural Networks for Pulmonary Nodule
Malignancy Assessment in a Lung Cancer Classification Pipeline

Integration of Convolutional Neural Networks for Pulmonary Nodule Malignancy Assessment in a Lung Cancer Classification Pipeline

Ilaria Bonavita

Xavier Rafael-Palou

Vicent J. Ribas

M. A. G. Ballester

136

78

0

18 Dec 2019

Accurate and Robust Pulmonary Nodule Detection by 3D Feature Pyramid
Network with Self-supervised Feature Learning

Accurate and Robust Pulmonary Nodule Detection by 3D Feature Pyramid Network with Self-supervised Feature Learning

121

12

0

25 Jul 2019

Multi-Task Recurrent Convolutional Network with Correlation Loss for
Surgical Video Analysis

Multi-Task Recurrent Convolutional Network with Correlation Loss for Surgical Video Analysis

Huaxia Li

Hao Chen

Pheng-Ann Heng

191

205

0

13 Jul 2019

3DFPN-HS$^2$: 3D Feature Pyramid Network Based High Sensitivity and
Specificity Pulmonary Nodule Detection

^2

: 3D Feature Pyramid Network Based High Sensitivity and Specificity Pulmonary Nodule Detection

160

36

0

08 Jun 2019

Two-Stage Convolutional Neural Network Architecture for Lung Nodule
Detection

Two-Stage Convolutional Neural Network Architecture for Lung Nodule Detection

97

9

0

09 May 2019

DeepSEED: 3D Squeeze-and-Excitation Encoder-Decoder Convolutional Neural
Networks for Pulmonary Nodule Detection

DeepSEED: 3D Squeeze-and-Excitation Encoder-Decoder Convolutional Neural Networks for Pulmonary Nodule Detection

156

90

0

06 Apr 2019

Automated pulmonary nodule detection using 3D deep convolutional neural
networks

Automated pulmonary nodule detection using 3D deep convolutional neural networks

84

81

0

23 Mar 2019

Deep Learning for Automated Medical Image Analysis

Deep Learning for Automated Medical Image Analysis

98

3

0

12 Mar 2019

A 3D Probabilistic Deep Learning System for Detection and Diagnosis of
Lung Cancer Using Low-Dose CT Scans

A 3D Probabilistic Deep Learning System for Detection and Diagnosis of Lung Cancer Using Low-Dose CT ScansIEEE Transactions on Medical Imaging (TMI), 2019

Rebecca L. Russell

262

192

0

08 Feb 2019

Robust Learning at Noisy Labeled Medical Images: Applied to Skin Lesion
Classification

Robust Learning at Noisy Labeled Medical Images: Applied to Skin Lesion Classification

Hao Chen

Pheng Ann Heng

168

120

0

23 Jan 2019

Integrating Feature and Image Pyramid: A Lung Nodule Detector Learned in
Curriculum Fashion

Integrating Feature and Image Pyramid: A Lung Nodule Detector Learned in Curriculum Fashion

110

1

0

21 Jul 2018

A Pulmonary Nodule Detection Model Based on Progressive Resolution and
Hierarchical Saliency

A Pulmonary Nodule Detection Model Based on Progressive Resolution and Hierarchical Saliency

49

3

0

02 Jul 2018

Semantic-Aware Generative Adversarial Nets for Unsupervised Domain
Adaptation in Chest X-ray Segmentation

Semantic-Aware Generative Adversarial Nets for Unsupervised Domain Adaptation in Chest X-ray Segmentation

Hao Chen

Pheng-Ann Heng

111

165

0

02 Jun 2018

RUN:Residual U-Net for Computer-Aided Detection of Pulmonary Nodules
without Candidate Selection

RUN:Residual U-Net for Computer-Aided Detection of Pulmonary Nodules without Candidate Selection

Jonah Kimani Murugi

90

22

0

30 May 2018

DeepEM: Deep 3D ConvNets With EM For Weakly Supervised Pulmonary Nodule
Detection

DeepEM: Deep 3D ConvNets With EM For Weakly Supervised Pulmonary Nodule Detection

192

58

0

14 May 2018

DeepLung: Deep 3D Dual Path Nets for Automated Pulmonary Nodule
Detection and Classification

DeepLung: Deep 3D Dual Path Nets for Automated Pulmonary Nodule Detection and Classification

176

413

0

25 Jan 2018

DeepLung: 3D Deep Convolutional Nets for Automated Pulmonary Nodule
Detection and Classification

DeepLung: 3D Deep Convolutional Nets for Automated Pulmonary Nodule Detection and Classification

135

72

0

16 Sep 2017

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