Joint Learning for Pulmonary Nodule Segmentation, Attributes and Malignancy Prediction

10 February 2018

Papers citing "Joint Learning for Pulmonary Nodule Segmentation, Attributes and Malignancy Prediction"

20 / 20 papers shown

Title
Autoregressive Sequence Modeling for 3D Medical Image Representation Siwen Wang Churan Wang Fei Gao Lixian Su Fandong Zhang Yizhou Wang Yizhou Yu MedIm 127 1 0 13 Sep 2024
Diagnose Like a Radiologist: Hybrid Neuro-Probabilistic Reasoning for Attribute-Based Medical Image Diagnosis Gangming Zhao Quanlong Feng Chaoqi Chen Zhen Zhou Yizhou Yu 129 35 0 19 Aug 2022
Re-thinking and Re-labeling LIDC-IDRI for Robust Pulmonary Cancer Prediction Hanxiao Zhang Xiao Gu Minghui Zhang Weihao Yu Liang Chen Zhexin Wang Feng Yao Yun Gu Guangyao Yang 62 6 0 28 Jul 2022
AWEU-Net: An Attention-Aware Weight Excitation U-Net for Lung Nodule Segmentation Syeda Furruka Banu Md. Mostafa Kamal Sarker M. Abdel-Nasser D. Puig Hatem A. Rashwan 48 23 0 11 Oct 2021
Explainable artificial intelligence (XAI) in deep learning-based medical image analysis Bas H. M. van der Velden Hugo J. Kuijf K. Gilhuijs M. Viergever XAI 106 677 0 22 Jul 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 136 612 0 27 May 2021
Contextual Information Enhanced Convolutional Neural Networks for Retinal Vessel Segmentation in Color Fundus Images Muyi Sun Guanhong Zhang 60 17 0 25 Mar 2021
Attention-Enhanced Cross-Task Network for Analysing Multiple Attributes of Lung Nodules in CT Xiaohang Fu Lei Bi Ashnil Kumar M. Fulham Jinman Kim 50 29 0 05 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 25 25 0 22 Feb 2021
Transferable Visual Words: Exploiting the Semantics of Anatomical Patterns for Self-supervised Learning F. Haghighi M. Taher Zongwei Zhou Michael B. Gotway Jianming Liang MedIm 95 107 0 21 Feb 2021
Convolutional neural network based deep-learning architecture for intraprostatic tumour contouring on PSMA PET images in patients with primary prostate cancer D. Kostyszyn T. Fechter N. Bartl Anca-Ligia Grosu C. Gratzke ... D. Baltas P. Meyer T. Derlin Mengxia Chen* C. Zamboglou 13 2 0 07 Aug 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
Volumetric Lung Nodule Segmentation using Adaptive ROI with Multi-View Residual Learning Muhammad Usman B. Lee Shi-Sub Byon Sung Hyun Kim Byung-il Lee 39 70 0 31 Dec 2019
LNDb: A Lung Nodule Database on Computed Tomography J. Pedrosa Guilherme Aresta Carlos A. Ferreira Márcio Rodrigues P. Leitão ... João Rebelo E. Negrão Isabel Ramos António Cunha A. Campilho 42 63 0 19 Nov 2019
MULAN: Multitask Universal Lesion Analysis Network for Joint Lesion Detection, Tagging, and Segmentation K. Yan Youbao Tang Yifan Peng V. Sandfort M. Bagheri Zhiyong Lu Ronald M. Summers MedIm 51 85 0 12 Aug 2019
NoduleNet: Decoupled False Positive Reductionfor Pulmonary Nodule Detection and Segmentation Hao Tang Chupeng Zhang Xiaohui Xie 58 95 0 25 Jul 2019
Lung Nodules Detection and Segmentation Using 3D Mask-RCNN E. Kopelowitz G. Engelhard 3DPC 56 48 0 17 Jul 2019
iW-Net: an automatic and minimalistic interactive lung nodule segmentation deep network Guilherme Aresta Colin Jacobs Teresa Araújo António Cunha Isabel Ramos Bram van Ginneken A. Campilho 31 77 0 30 Nov 2018
Shape and Margin-Aware Lung Nodule Classification in Low-dose CT Images via Soft Activation Mapping Yiming Lei Yukun Tian Hongming Shan Junping Zhang Ge Wang Mannudeep K. Kalra 53 79 0 30 Oct 2018
Automated Characterization of Stenosis in Invasive Coronary Angiography Images with Convolutional Neural Networks Benjamin Au Uri Shaham S. Dhruva G. Bouras Ecaterina Cristea A. Lansky A. Coppi F. Warner Shu-Xia Li H. Krumholz 32 18 0 19 Jul 2018