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

25 January 2018

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

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Title
Hybrid CNN with Chebyshev Polynomial Expansion for Medical Image Analysis Abhinav Roy Bhavesh Gyanchandani Aditya Oza 50 0 0 09 Apr 2025
A Language Vision Model Approach for Automated Tumor Contouring in Radiation Oncology Yi Luo H. Hooshangnejad Xue Feng Gaofeng Huang Xiao Chen Rui Zhang Quan Chen Wil Ngwa Kai Ding 75 0 0 19 Mar 2025
IAFI-FCOS: Intra- and across-layer feature interaction FCOS model for lesion detection of CT images Q. Guan Mengjie Pan Feng Chen Zhiqiang Yang Zhongwen Yu Qianwei Zhou Haigen Hu 66 0 0 01 Sep 2024
AttentNet: Fully Convolutional 3D Attention for Lung Nodule Detection Majedaldein Almahasneh Xianghua Xie A. Paiement 3DPC MedIm 49 2 0 19 Jul 2024
Lung-CADex: Fully automatic Zero-Shot Detection and Classification of Lung Nodules in Thoracic CT Images Furqan Shaukat Syed Muhammad Anwar Abhijeet Parida Van Lam M. Linguraru Mubarak Shah 54 2 0 02 Jul 2024
Multimodal Deep Learning for Personalized Renal Cell Carcinoma Prognosis: Integrating CT Imaging and Clinical Data Maryamalsadat Mahootiha H. Qadir Jacob Bergsland I. Balasingham 60 9 0 07 Jul 2023
AutoShot: A Short Video Dataset and State-of-the-Art Shot Boundary Detection Wentao Zhu Yufang Huang Xi Xie Wenxian Liu Jincan Deng Debing Zhang Zhangyang Wang Ji Liu 68 17 0 12 Apr 2023
Unsupervised Cross-domain Pulmonary Nodule Detection without Source Data Rui Xu Yong Luo Bo Du OOD 82 1 0 03 Apr 2023
Integration of Radiomics and Tumor Biomarkers in Interpretable Machine Learning Models L. Brocki N. C. Chung 36 6 0 20 Mar 2023
SGDA: Towards 3D Universal Pulmonary Nodule Detection via Slice Grouped Domain Attention Rui Xu Zhi Liu Yong Luo Han Hu Li Shen Bo Du Kaiming Kuang Jiancheng Yang ViT 214 14 0 07 Mar 2023
Deep Learning in Healthcare: An In-Depth Analysis Farzan Shenavarmasouleh F. Mohammadi Khaled Rasheed H. Arabnia BDL 84 1 0 12 Feb 2023
Adjacent Slice Feature Guided 2.5D Network for Pulmonary Nodule Segmentation Xinwei Xue Gaoyu Wang Long Ma Qi Jia Yi Wang MedIm 31 0 0 19 Nov 2022
LSSANet: A Long Short Slice-Aware Network for Pulmonary Nodule Detection Rui Xu Yong Luo Bo Du Kaiming Kuang Jiancheng Yang 38 10 0 03 Aug 2022
Gastrointestinal Polyps and Tumors Detection Based on Multi-scale Feature-fusion with WCE Sequences Zhu Falin Liu Haihua Pan Ning MedIm 36 1 0 03 Apr 2022
Enhancing Cancer Prediction in Challenging Screen-Detected Incident Lung Nodules Using Time-Series Deep Learning S. Aslani P. Alluri E. Gudmundsson E. Chandy J. McCabe ... Rahul Chakkara A. Nair Daniel C. Alexander Summit consortium Joseph Jacob 47 5 0 30 Mar 2022
A Survey of Deep Learning Techniques for the Analysis of COVID-19 and their usability for Detecting Omicron Asifullah Khan Dr. Saddam Hussain Khan Mahrukh Saif Asiya Batool A. Sohail Muhammad Waleed Khan 73 50 0 13 Feb 2022
MHSnet: Multi-head and Spatial Attention Network with False-Positive Reduction for Pulmonary Nodules Detection Juanyun Mai Ming-hui Wang Jiayin Zheng Yanbo Shao Zhaoqi Diao ... Yang Yang Xiangcheng Qiu Jin Tao Bo Wang Hua Ji 81 1 0 31 Jan 2022
Dual Skip Connections Minimize the False Positive Rate of Lung Nodule Detection in CT images Jiahua Xu Philipp Ernst Tung-Lung Liu A. Nürnberger 52 1 0 25 Oct 2021
Uncertainty-Guided Lung Nodule Segmentation with Feature-Aware Attention Robert J. Moss Lu Shen Mengke Zhang Qiuli Wang 75 16 0 24 Oct 2021
AI-Based Detection, Classification and Prediction/Prognosis in Medical Imaging: Towards Radiophenomics F. Yousefirizi P. Decazes Amine Amyar S. Ruan Babak Saboury Arman Rahmim LM&MA MedIm 87 45 0 20 Oct 2021
The Pitfalls of Sample Selection: A Case Study on Lung Nodule Classification V. Baltatzis Kyriaki-Margarita Bintsi Loic Le Folgoc O. M. Manzanera S. Ellis A. Nair S. Desai Ben Glocker Julia A. Schnabel 41 6 0 11 Aug 2021
DeepMMSA: A Novel Multimodal Deep Learning Method for Non-small Cell Lung Cancer Survival Analysis Yujiao Wu Jie Ma Xiaoshui Huang S. Ling Steven W. Su 55 21 0 12 Jun 2021
SSMD: Semi-Supervised Medical Image Detection with Adaptive Consistency and Heterogeneous Perturbation Hong-Yu Zhou Chengdi Wang Haofeng Li Gang Wang Shu Zhen Zhang Wei-min Li Yizhou Yu 59 52 0 03 Jun 2021
nnDetection: A Self-configuring Method for Medical Object Detection Michael Baumgartner Paul F. Jaeger Hyunjin Park Klaus H. Maier-Hein 62 91 0 01 Jun 2021
Recent advances and clinical applications of deep learning in medical image analysis Xuxin Chen Ximing Wang Kecheng Zhang K. Fung T. Thai K. Moore Robert S. Mannel Hong Liu B. Zheng Y. Qiu OOD 138 615 0 27 May 2021
Lesion-Inspired Denoising Network: Connecting Medical Image Denoising and Lesion Detection Kecheng Chen Kun Long Yazhou Ren Jiayu Sun X. Pu MedIm 36 20 0 18 Apr 2021
Robust Classification from Noisy Labels: Integrating Additional Knowledge for Chest Radiography Abnormality Assessment Sebastian Gündel A. Setio Florin-Cristian Ghesu Sasa Grbic Bogdan Georgescu Andreas Maier Dorin Comaniciu NoLa 70 28 0 12 Apr 2021
SCPM-Net: An Anchor-free 3D Lung Nodule Detection Network using Sphere Representation and Center Points Matching Xiangde Luo Tao Song Guotai Wang Jieneng Chen Yinan Chen Kang Li Dimitris N. Metaxas Shaoting Zhang 68 74 0 12 Apr 2021
Detection, growth quantification and malignancy prediction of pulmonary nodules using deep convolutional networks in follow-up CT scans Xavier Rafael-Palou A. Aubanell M. Ceresa Vicent J. Ribas Gemma Piella M. A. G. Ballester MedIm 64 3 0 26 Mar 2021
Interpretative Computer-aided Lung Cancer Diagnosis: from Radiology Analysis to Malignancy Evaluation Shaohua Zheng Zhiqiang Shen Chenhao Pei Wangbin Ding Haojin Lin Jie-xuan Zheng Lin Pan Bin Zheng Liqin Huang 33 25 0 22 Feb 2021
Learning Efficient, Explainable and Discriminative Representations for Pulmonary Nodules Classification Hanliang Jiang Fuhao Shen Fei Gao Weidong Han 59 86 0 19 Jan 2021
Exploring Instance-Level Uncertainty for Medical Detection Jiawei Yang Yuan Liang Yao Zhang Weinan Song Kun Wang Lei He UQCV 50 5 0 23 Dec 2020
A new semi-supervised self-training method for lung cancer prediction Kelvin Shak M. Al-Shabi Andre Liew B. Lan W. Chan K. Ng Maxine Tan 43 3 0 17 Dec 2020
ProCAN: Progressive Growing Channel Attentive Non-Local Network for Lung Nodule Classification M. Al-Shabi Kelvin Shak Maxine Tan 78 56 0 29 Oct 2020
Multi-Class 3D Object Detection Within Volumetric 3D Computed Tomography Baggage Security Screening Imagery Qian Wang Neelanjan Bhowmik T. Breckon 51 14 0 03 Aug 2020
MeDaS: An open-source platform as service to help break the walls between medicine and informatics Liang Zhang Johann Li Ping Li Xiaoyuan Lu Peiyi Shen Guangming Zhu Syed Afaq Ali Shah Bennamoun Kun Qian Björn W. Schuller MedIm 59 6 0 12 Jul 2020
LAMP: Large Deep Nets with Automated Model Parallelism for Image Segmentation Wentao Zhu Can Zhao Wenqi Li H. Roth Ziyue Xu Daguang Xu 3DV 90 19 0 22 Jun 2020
Deep Learning Based Detection and Localization of Intracranial Aneurysms in Computed Tomography Angiography Dufan Wu D. Montes Ziheng Duan Yangsibo Huang J. Romero R. González Quanzheng Li 23 0 0 22 May 2020
Deep Learning on Point Clouds for False Positive Reduction at Nodule Detection in Chest CT Scans I. Drokin Elena Ericheva 3DPC 49 8 0 07 May 2020
A Survey on Incorporating Domain Knowledge into Deep Learning for Medical Image Analysis Xiaozhen Xie J. Niu Xuefeng Liu Zhengsu Chen Shaojie Tang Shui Yu 92 15 0 25 Apr 2020
An Image Labeling Tool and Agricultural Dataset for Deep Learning Patrick Wspanialy J. Brooks M. Moussa VLM 13 11 0 06 Apr 2020
SenseCare: A Research Platform for Medical Image Informatics and Interactive 3D Visualization Qi Duan Guotai Wang Rui Wang Chaohao Fu Xinjun Li ... Xinglong Liu Qing Xia Zhiqiang Hu Ning Huang Shaoting Zhang 99 19 0 03 Apr 2020
FocalMix: Semi-Supervised Learning for 3D Medical Image Detection Dong Wang Yuan Zhang Kexin Zhang Liwei Wang 133 121 0 20 Mar 2020
Experimenting with Convolutional Neural Network Architectures for the automatic characterization of Solitary Pulmonary Nodules' malignancy rating Ioannis D. Apostolopoulos 47 3 0 15 Mar 2020
No Surprises: Training Robust Lung Nodule Detection for Low-Dose CT Scans by Augmenting with Adversarial Attacks Siqi Liu A. Setio Florin-Cristian Ghesu Eli Gibson Sasa Grbic Bogdan Georgescu Dorin Comaniciu AAML OOD 117 40 0 08 Mar 2020
Hybrid Deep Learning for Detecting Lung Diseases from X-ray Images Subrato Bharati Prajoy Podder M. Rubaiyat Hossain Mondal ViT 32 5 0 02 Mar 2020
T-Net: Learning Feature Representation with Task-specific Supervision for Biomedical Image Analysis Weinan Song Yuan Liang Jiawei Yang Kun Wang Lei He 35 0 0 19 Feb 2020
3D Aggregated Faster R-CNN for General Lesion Detection Ning Zhang Yu Cao Benyuan Liu Yan Luo MedIm 74 9 0 29 Jan 2020
Secure and Robust Machine Learning for Healthcare: A Survey A. Qayyum Junaid Qadir Muhammad Bilal Ala I. Al-Fuqaha AAML OOD 98 392 0 21 Jan 2020
Integration of Convolutional Neural Networks for Pulmonary Nodule Malignancy Assessment in a Lung Cancer Classification Pipeline Ilaria Bonavita Xavier Rafael-Palou M. Ceresa Gemma Piella Vicent J. Ribas M. A. G. Ballester 49 74 0 18 Dec 2019