Evaluate the Malignancy of Pulmonary Nodules Using the 3D Deep Leaky Noisy-or Network

22 November 2017

Papers citing "Evaluate the Malignancy of Pulmonary Nodules Using the 3D Deep Leaky Noisy-or Network"

33 / 33 papers shown

Title
Unsupervised Cross-domain Pulmonary Nodule Detection without Source Data Rui Xu Yong Luo Bo Du OOD 32 1 0 03 Apr 2023
A hybrid CNN-RNN approach for survival analysis in a Lung Cancer Screening study Yaozhi Lu S. Aslani A. Zhao Ahmed H. Shahin D. Barber M. Emberton Daniel C. Alexander Joseph Jacob 45 6 0 19 Mar 2023
Time-distance vision transformers in lung cancer diagnosis from longitudinal computed tomography Thomas Z. Li Kaiwen Xu Riqiang Gao Yucheng Tang Thomas A. Lasko Fabien Maldonado K. Sandler Bennett A. Landman ViT MedIm 22 11 0 04 Sep 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 19 4 0 30 Mar 2022
Vision Transformers in Medical Computer Vision -- A Contemplative Retrospection Arshi Parvaiz Muhammad Anwaar Khalid Rukhsana Zafar Huma Ameer M. Ali M. Fraz MedIm 18 59 0 29 Mar 2022
FIBA: Frequency-Injection based Backdoor Attack in Medical Image Analysis Yu Feng Benteng Ma Jing Zhang Shanshan Zhao Yong-quan Xia Dacheng Tao AAML 47 84 0 02 Dec 2021
AFTer-UNet: Axial Fusion Transformer UNet for Medical Image Segmentation Xiangyi Yan Hao Tang Shanlin Sun Haoyu Ma Deying Kong Xiaohui Xie ViT MedIm 29 128 0 20 Oct 2021
A Unified Framework for Generalized Low-Shot Medical Image Segmentation with Scarce Data H. Cui Dong Wei Kai Ma Shi Gu Yefeng Zheng 25 39 0 18 Oct 2021
Context-LGM: Leveraging Object-Context Relation for Context-Aware Object Recognition Mingzhou Liu Xinwei Sun Fandong Zhang Yizhou Yu Yizhou Wang 30 0 0 08 Oct 2021
Machine Learning based Medical Image Deepfake Detection: A Comparative Study Siddharth Solaiyappan Yuxin Wen AAML MedIm 40 42 0 27 Sep 2021
Lung Cancer Risk Estimation with Incomplete Data: A Joint Missing Imputation Perspective Riqiang Gao Yucheng Tang Kaiwen Xu Ho Hin Lee S. Deppen K. Sandler P. Massion Thomas A. Lasko Yuankai Huo Bennett A. Landman 35 10 0 25 Jul 2021
Medical Imaging with Deep Learning for COVID- 19 Diagnosis: A Comprehensive Review Subrato Bharati Prajoy Podder M. Rubaiyat Hossain Mondal V. B. Surya Prasath 25 39 0 13 Jul 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 19 48 0 03 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 18 572 0 27 May 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 13 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 13 25 0 22 Feb 2021
Mediastinal lymph nodes segmentation using 3D convolutional neural network ensembles and anatomical priors guiding D. Bouget André Pedersen J. Vanel H. O. Leira T. Langø 20 27 0 11 Feb 2021
Nodule2vec: a 3D Deep Learning System for Pulmonary Nodule Retrieval Using Semantic Representation Ilia Kravets Tal Heletz H. Greenspan 3DPC 16 0 0 11 Jul 2020
PGD-UNet: A Position-Guided Deformable Network for Simultaneous Segmentation of Organs and Tumors Ziqiang Li Hong Pan Yaping Zhu •. A. K. Qin 12 20 0 02 Jul 2020
Primary Tumor Origin Classification of Lung Nodules in Spectral CT using Transfer Learning L. Hesse P. A. Jong J. Pluim V. Cheplygina 6 1 0 30 Jun 2020
Universal Lesion Detection by Learning from Multiple Heterogeneously Labeled Datasets K. Yan Jinzheng Cai Adam P. Harrison D. Jin Jing Xiao Le Lu 18 17 0 28 May 2020
Deep Learning on Point Clouds for False Positive Reduction at Nodule Detection in Chest CT Scans I. Drokin Elena Ericheva 3DPC 20 8 0 07 May 2020
Re-Identification and Growth Detection of Pulmonary Nodules without Image Registration Using 3D Siamese Neural Networks Xavier Rafael-Palou A. Aubanell Ilaria Bonavita M. Ceresa Gemma Piella Vicent J. Ribas M. A. G. Ballester 16 29 0 22 Dec 2019
Accurate and Robust Pulmonary Nodule Detection by 3D Feature Pyramid Network with Self-supervised Feature Learning Jingya Liu Liangliang Cao O. Akin Yingli Tian OOD 19 12 0 25 Jul 2019
Improving Deep Lesion Detection Using 3D Contextual and Spatial Attention Qingyi Tao Z. Ge Jianfei Cai Jianxiong Yin Simon See 3DPC MedIm 24 37 0 09 Jul 2019
Attentive CT Lesion Detection Using Deep Pyramid Inference with Multi-Scale Booster Qingbin Shao Lijun Gong Kai Ma Hualuo Liu Yefeng Zheng MedIm 18 36 0 09 Jul 2019
Region-Manipulated Fusion Networks for Pancreatitis Recognition Jian Wang Xiaoyao Li Xiangbo Shu Wei-qiang Li MedIm 27 2 0 03 Jul 2019
Lung Cancer Detection using Co-learning from Chest CT Images and Clinical Demographics Jiachen Wang Riqiang Gao Yuankai Huo Shunxing Bao Yunxi Xiong S. Antic Travis J. Osterman P. Massion Bennett A. Landman 13 20 0 21 Feb 2019
3D Context Enhanced Region-based Convolutional Neural Network for End-to-End Lesion Detection Ke Yan M. Bagheri Ronald M. Summers 3DV 3DPC MedIm 53 121 0 25 Jun 2018
DeepEM: Deep 3D ConvNets With EM For Weakly Supervised Pulmonary Nodule Detection Wentao Zhu Y. S. Vang Yufang Huang Xiaohui Xie MedIm 33 57 0 14 May 2018
Towards radiologist-level cancer risk assessment in CT lung screening using deep learning S. Trajanovski Dimitrios Mavroeidis C. Swisher B. Gebre Bastiaan S. Veeling ... C. Wald Brady J. McKee Sebastian Flacke H. MacMahon H. Pien 18 51 0 05 Apr 2018
Thoracic Disease Identification and Localization with Limited Supervision Zhe Li Chong Wang Mei Han Yuan Xue Wei Wei Li-Jia Li F. Li 24 330 0 17 Nov 2017
A Survey on Deep Learning in Medical Image Analysis G. Litjens Thijs Kooi B. Bejnordi A. Setio F. Ciompi Mohsen Ghafoorian Jeroen van der Laak Bram van Ginneken C. I. Sánchez OOD 307 10,621 0 19 Feb 2017