Lung Infection Quantification of COVID-19 in CT Images with Deep Learning

10 March 2020

Papers citing "Lung Infection Quantification of COVID-19 in CT Images with Deep Learning"

47 / 97 papers shown

Title
Considerations, Good Practices, Risks and Pitfalls in Developing AI Solutions Against COVID-19 A. Luccioni Joseph Aylett-Bullock K. H. Pham C. Lam M. Luengo-Oroz 19 3 0 13 Aug 2020
Study of Different Deep Learning Approach with Explainable AI for Screening Patients with COVID-19 Symptoms: Using CT Scan and Chest X-ray Image Dataset M. Ahsan Kishor Datta Gupta Mohammad Maminur Islam Sajib Sen Md Lutfar Rahman Mohammad Shakhawat Hossain 9 34 0 24 Jul 2020
COVID TV-UNet: Segmenting COVID-19 Chest CT Images Using Connectivity Imposed U-Net N. Saeedizadeh Shervin Minaee R. Kafieh Shakib Yazdani Milan Sonka 13 43 0 24 Jul 2020
Integrative Analysis for COVID-19 Patient Outcome Prediction Hanqing Chao Xi Fang Jiajin Zhang F. Homayounieh C. Arru ... Z. Falaschi Alessio Pasché Ge Wang M. Kalra Pingkun Yan 6 3 0 20 Jul 2020
Automated Detection and Forecasting of COVID-19 using Deep Learning Techniques: A Review A. Shoeibi Marjane Khodatars M. Jafari Navid Ghassemi Delaram Sadeghi ... Z. Sani F. Khozeimeh S. Nahavandi U. Acharya Juan M Gorriz 51 178 0 16 Jul 2020
A Weakly Supervised Region-Based Active Learning Method for COVID-19 Segmentation in CT Images I. Laradji Pau Rodríguez López Frederic Branchaud-Charron Keegan Lensink Parmida Atighehchian William Parker David Vazquez Derek Nowrouzezahrai 33 19 0 07 Jul 2020
A Survey on Applications of Artificial Intelligence in Fighting Against COVID-19 Jianguo Chen KenLi Li Zhaolei Zhang Keqin Li Philip S. Yu 27 101 0 04 Jul 2020
A Weakly Supervised Consistency-based Learning Method for COVID-19 Segmentation in CT Images I. Laradji Pau Rodríguez López Oscar Manas Keegan Lensink M. Law Lironne Kurzman William Parker David Vazquez Derek Nowrouzezahrai 21 84 0 04 Jul 2020
An encoder-decoder-based method for COVID-19 lung infection segmentation O. Elharrouss Nandhini Subramanian S. Al-Maadeed 9 36 0 02 Jul 2020
Automated Detection of COVID-19 from CT Scans Using Convolutional Neural Networks R. Lokwani A. Gaikwad V. Kulkarni Aniruddha Pant A. Kharat 22 21 0 23 Jun 2020
COVID-CXNet: Detecting COVID-19 in Frontal Chest X-ray Images using Deep Learning Arman Haghanifar Mahdiyar Molahasani Younhee Choi S. Deivalakshmi Seokbum Ko 14 4 0 16 Jun 2020
Momentum Contrastive Learning for Few-Shot COVID-19 Diagnosis from Chest CT Images Xiaocong Chen Lina Yao Tao Zhou Jinming Dong Yu Zhang 35 169 0 16 Jun 2020
Improving performance of CNN to predict likelihood of COVID-19 using chest X-ray images with preprocessing algorithms Morteza Heidari Seyedehnafiseh Mirniaharikandehei Abolfazl Zargari Khuzani Gopichandh Danala Y. Qiu Santa Cruz 11 349 0 11 Jun 2020
A Review of Automated Diagnosis of COVID-19 Based on Scanning Images Delong Chen Shunhui Ji Fan Liu Zewen Li Xinyu Zhou MedIm 21 11 0 09 Jun 2020
Deep learning to estimate the physical proportion of infected region of lung for COVID-19 pneumonia with CT image set Wei Wu Yu Shi Xukun Li Yukun Zhou Peng Du Shuangzhi Lv T. Liang J. Sheng 32 6 0 09 Jun 2020
CT-based COVID-19 Triage: Deep Multitask Learning Improves Joint Identification and Severity Quantification M. Goncharov Maxim Pisov A. Shevtsov B. Shirokikh Anvar Kurmukov ... V. Chernina A. Solovev V. Gombolevskiy S. Morozov Mikhail Belyaev OOD 6 74 0 02 Jun 2020
Multi-Channel Transfer Learning of Chest X-ray Images for Screening of COVID-19 Sampa Misra Seungwan Jeon Seiyon Lee R. Managuli Chulhong Kim 15 80 0 12 May 2020
Synergistic Learning of Lung Lobe Segmentation and Hierarchical Multi-Instance Classification for Automated Severity Assessment of COVID-19 in CT Images Kelei He Wei-Ye Zhao Xingzhi Xie Wen Ji Mingxia Liu ... F. Shi Yang Gao Jun Liu Junfeng Zhang D. Shen 20 96 0 08 May 2020
Joint Prediction and Time Estimation of COVID-19 Developing Severe Symptoms using Chest CT Scan Xiaofeng Zhu Bin Song F. Shi Yanbo Chen Rongyao Hu ... Man Li Liye Wang Yaozong Gao F. Shan D. Shen 31 62 0 07 May 2020
Hypergraph Learning for Identification of COVID-19 with CT Imaging Donglin Di F. Shi Fuhua Yan L. Xia Zhanhao Mo ... Miaofei Han Yaozong Gao H. Sui Yue Gao D. Shen OOD 25 67 0 07 May 2020
Adaptive Feature Selection Guided Deep Forest for COVID-19 Classification with Chest CT Liang Sun Zhanhao Mo Fuhua Yan L. Xia F. Shan ... Yaozong Gao Wanchun Gao H. Sui Daoqiang Zhang D. Shen 8 179 0 07 May 2020
Diagnosis of Coronavirus Disease 2019 (COVID-19) with Structured Latent Multi-View Representation Learning Hengyuan Kang L. Xia Fuhua Yan Zhibin Wan F. Shi ... Huiting Jiang Dijia Wu H. Sui Changqing Zhang D. Shen SSL 43 203 0 06 May 2020
Dual-Sampling Attention Network for Diagnosis of COVID-19 from Community Acquired Pneumonia Xi Ouyang Jiayu Huo L. Xia F. Shan Jun Liu ... Xiaohuan Cao Yaozong Gao Dijia Wu Qian Wang D. Shen 22 312 0 06 May 2020
3D Tomographic Pattern Synthesis for Enhancing the Quantification of COVID-19 Siqi Liu Bogdan Georgescu Zhoubing Xu Y. Yoo G. Chabin ... Brian Teixeira A. Balachandran R. Vishwanath Thomas J. Re D. Comaniciu 41 18 0 05 May 2020
Zero-Shot Learning and its Applications from Autonomous Vehicles to COVID-19 Diagnosis: A Review Mahdi Rezaei Mahsa Shahidi 24 53 0 29 Apr 2020
Robust Screening of COVID-19 from Chest X-ray via Discriminative Cost-Sensitive Learning Tianyang Li Zhongyi Han B. Wei Yuanjie Zheng Yanfei Hong Jinyu Cong OOD 16 61 0 27 Apr 2020
Towards Data-Efficient Learning: A Benchmark for COVID-19 CT Lung and Infection Segmentation Jun Ma Yixin Wang Xingle An Cheng Ge Ziqi Yu ... Jian He Zhiqiang He Yuntao Zhu Ziwei Nie Xiaoping Yang 32 206 0 27 Apr 2020
POCOVID-Net: Automatic Detection of COVID-19 From a New Lung Ultrasound Imaging Dataset (POCUS) Jannis Born G. Brändle M. Cossio Marion Disdier Julie Goulet Jérémie Roulin Nina Wiedemann OOD 27 149 0 25 Apr 2020
COVID-19 Chest CT Image Segmentation -- A Deep Convolutional Neural Network Solution Qingsen Yan Bo Wang Dong Gong Chuan Luo Wei Zhao Jianhuo Shen Anton van den Hengel Shuo Jin Liang Zhang Zheng You 17 151 0 23 Apr 2020
Inf-Net: Automatic COVID-19 Lung Infection Segmentation from CT Images Deng-Ping Fan Tao Zhou Ge-Peng Ji Yi Zhou Geng Chen Huazhu Fu Jianbing Shen Ling Shao 11 962 0 22 Apr 2020
A modified deep convolutional neural network for detecting COVID-19 and pneumonia from chest X-ray images based on the concatenation of Xception and ResNet50V2 Mohammad Rahimzadeh Abolfazl Attar 11 128 0 17 Apr 2020
CAggNet: Crossing Aggregation Network for Medical Image Segmentation Xu Cao Yanghao Lin SSeg 14 8 0 16 Apr 2020
JCS: An Explainable COVID-19 Diagnosis System by Joint Classification and Segmentation Yu-Huan Wu Shanghua Gao Jie Mei Jun Xu Deng-Ping Fan Chao Zhao Ming-Ming Cheng 17 374 0 15 Apr 2020
Weakly Supervised Deep Learning for COVID-19 Infection Detection and Classification from CT Images Shaoping Hu Yuan Gao Zhangming Niu Yinghui Jiang Lao Li ... E. Fang Wade Menpes-Smith Jun Xia Hui Ye Guang Yang 13 318 0 14 Apr 2020
An automatic COVID-19 CT segmentation network using spatial and channel attention mechanism Tongxue Zhou S. Canu S. Ruan 10 54 0 14 Apr 2020
Residual Attention U-Net for Automated Multi-Class Segmentation of COVID-19 Chest CT Images Xiaocong Chen Lina Yao Yu Zhang 31 197 0 12 Apr 2020
Coronavirus (COVID-19) Classification using Deep Features Fusion and Ranking Technique U. Ozkaya Ş. Öztürk Mücahid Barstuğan OOD 30 152 0 07 Apr 2020
Review of Artificial Intelligence Techniques in Imaging Data Acquisition, Segmentation and Diagnosis for COVID-19 F. Shi Jun Wang Jun Shi Zi-xiang Wu Qian Wang Zhenyu Tang Kelei He Yinghuan Shi D. Shen 30 1,053 0 06 Apr 2020
Deep Learning on Chest X-ray Images to Detect and Evaluate Pneumonia Cases at the Era of COVID-19 K. Hammoudi H. Benhabiles Mahmoud Melkemi Fadi Dornaika Ignacio Arganda-Carreras Dominique Collard A. Scherpereel 31 171 0 05 Apr 2020
Diagnosing COVID-19 Pneumonia from X-Ray and CT Images using Deep Learning and Transfer Learning Algorithms H. Maghdid Aras T. Asaad K. Ghafoor A. Sadiq M. Khan 6 403 0 31 Mar 2020
COVID-CT-Dataset: A CT Scan Dataset about COVID-19 Xingyi Yang Xuehai He Jinyu Zhao Yichen Zhang Shanghang Zhang P. Xie 20 842 0 30 Mar 2020
Severity Assessment of Coronavirus Disease 2019 (COVID-19) Using Quantitative Features from Chest CT Images Zhenyu Tang Wei-Ye Zhao Xingzhi Xie Zheng Zhong F. Shi Jun Liu D. Shen 28 171 0 26 Mar 2020
Mapping the Landscape of Artificial Intelligence Applications against COVID-19 Joseph Aylett-Bullock A. Luccioni K. H. Pham C. Lam M. Luengo-Oroz AI4CE 39 406 0 25 Mar 2020
Automatic Detection of Coronavirus Disease (COVID-19) Using X-ray Images and Deep Convolutional Neural Networks A. Narin Ceren Kaya Ziynet Pamuk 80 1,761 0 24 Mar 2020
Estimating Uncertainty and Interpretability in Deep Learning for Coronavirus (COVID-19) Detection Biraja Ghoshal A. Tucker UQCV OOD 14 378 0 22 Mar 2020
Large-Scale Screening of COVID-19 from Community Acquired Pneumonia using Infection Size-Aware Classification Feng Shi Liming Xia Fei Shan Dijia Wu Ying Wei Huan Yuan Huiting Jiang Yaozong Gao H. Sui Dinggang Shen 6 199 0 22 Mar 2020
Coronavirus (COVID-19) Classification using CT Images by Machine Learning Methods Mücahid Barstuğan U. Ozkaya Ş. Öztürk OOD 67 340 0 20 Mar 2020