An Automated Approach for Timely Diagnosis and Prognosis of Coronavirus Disease
暂无分享,去创建一个
[1] Dinggang Shen,et al. Review of Artificial Intelligence Techniques in Imaging Data Acquisition, Segmentation, and Diagnosis for COVID-19 , 2020, IEEE Reviews in Biomedical Engineering.
[2] Yoshua Bengio,et al. How transferable are features in deep neural networks? , 2014, NIPS.
[3] Bo Liu,et al. Spectrum of Chest CT Findings in a Familial Cluster of COVID-19 Infection , 2020, Radiology. Cardiothoracic imaging.
[4] Jimmy Ba,et al. Adam: A Method for Stochastic Optimization , 2014, ICLR.
[5] Ling Shao,et al. Inf-Net: Automatic COVID-19 Lung Infection Segmentation From CT Images , 2020, IEEE Transactions on Medical Imaging.
[6] Michael Arens,et al. Analysis of Explainers of Black Box Deep Neural Networks for Computer Vision: A Survey , 2019, Mach. Learn. Knowl. Extr..
[7] Lian-lian Wu,et al. Deep learning-based model for detecting 2019 novel coronavirus pneumonia on high-resolution computed tomography: a prospective study , 2020, medRxiv.
[8] Abhishek Das,et al. Grad-CAM: Visual Explanations from Deep Networks via Gradient-Based Localization , 2016, 2017 IEEE International Conference on Computer Vision (ICCV).
[9] Yoshua Bengio,et al. Understanding the difficulty of training deep feedforward neural networks , 2010, AISTATS.
[10] Development and Evaluation of an AI System for COVID-19 Diagnosis , 2020 .
[11] P. Xie,et al. COVID-CT-Dataset: A CT Scan Dataset about COVID-19 , 2020, ArXiv.
[12] Gerald Friedland,et al. Efficient Saliency Maps for Explainable AI , 2019, ArXiv.
[13] Bogdan Gabrys,et al. A Meta-Reinforcement Learning Approach to Optimize Parameters and Hyper-parameters Simultaneously , 2019, PRICAI.
[14] Z. Tong,et al. Combination of RT‐qPCR testing and clinical features for diagnosis of COVID‐19 facilitates management of SARS‐CoV‐2 outbreak , 2020, Journal of medical virology.
[15] J. Sung,et al. The Spectrum of Severe Acute Respiratory SyndromeAssociated Coronavirus Infection , 2004, Annals of Internal Medicine.
[16] Mojtaba Mousavi,et al. Application of CAD systems for the automatic detection of lung nodules , 2019, Informatics in Medicine Unlocked.
[17] F. Hsiao,et al. Acute Respiratory Infection and Use of Nonsteroidal Anti-Inflammatory Drugs on Risk of Acute Myocardial Infarction: A Nationwide Case-Crossover Study , 2017, The Journal of infectious diseases.
[18] Guigang Zhang,et al. Deep Learning , 2016, Int. J. Semantic Comput..
[19] Sushmita Mitra,et al. Deep Learning for Screening COVID-19 using Chest X-Ray Images , 2020, 2020 IEEE Symposium Series on Computational Intelligence (SSCI).
[20] Bolei Zhou,et al. Learning Deep Features for Discriminative Localization , 2015, 2016 IEEE Conference on Computer Vision and Pattern Recognition (CVPR).
[21] A. Mitchell,et al. An assessment of the safety of pediatric ibuprofen. A practitioner-based randomized clinical trial. , 1995, JAMA.
[22] X. He,et al. Sample-Efficient Deep Learning for COVID-19 Diagnosis Based on CT Scans , 2020, medRxiv.
[23] Hayit Greenspan,et al. Rapid AI Development Cycle for the Coronavirus (COVID-19) Pandemic: Initial Results for Automated Detection & Patient Monitoring using Deep Learning CT Image Analysis , 2020, ArXiv.
[24] Bingliang Zeng,et al. Diagnosis of the Coronavirus disease (COVID-19): rRT-PCR or CT? , 2020, European Journal of Radiology.
[25] G. Gao,et al. A Novel Coronavirus from Patients with Pneumonia in China, 2019 , 2020, The New England journal of medicine.
[26] Ting Yu,et al. Epidemiological and clinical characteristics of 99 cases of 2019 novel coronavirus pneumonia in Wuhan, China: a descriptive study , 2020, The Lancet.
[27] Mert R. Sabuncu,et al. Unsupervised deep learning for Bayesian brain MRI segmentation , 2019, MICCAI.
[28] Hayit Greenspan,et al. Improving the Segmentation of Anatomical Structures in Chest Radiographs Using U-Net with an ImageNet Pre-trained Encoder , 2018, RAMBO+BIA+TIA@MICCAI.
[29] Xiaohu Li,et al. COVID-19 Infection Presenting with CT Halo Sign , 2020, Radiology. Cardiothoracic imaging.
[30] Qingzeng Song,et al. Using Deep Learning for Classification of Lung Nodules on Computed Tomography Images , 2017, Journal of healthcare engineering.
[31] Jun Zhou,et al. Chest CT findings of COVID-19 pneumonia by duration of symptoms , 2020, European Journal of Radiology.
[32] Yaozong Gao,et al. Adaptive Feature Selection Guided Deep Forest for COVID-19 Classification With Chest CT , 2020, IEEE Journal of Biomedical and Health Informatics.
[33] Sergey Ioffe,et al. Rethinking the Inception Architecture for Computer Vision , 2015, 2016 IEEE Conference on Computer Vision and Pattern Recognition (CVPR).
[34] Yicheng Fang,et al. Sensitivity of Chest CT for COVID-19: Comparison to RT-PCR , 2020, Radiology.
[35] Nourhan Zayed,et al. Automatic Classification of Normal and Cancer Lung CT Images Using Multiscale AM-FM Features , 2015, Int. J. Biomed. Imaging.
[36] Ronald M. Summers,et al. ChestX-ray: Hospital-Scale Chest X-ray Database and Benchmarks on Weakly Supervised Classification and Localization of Common Thorax Diseases , 2019, Deep Learning and Convolutional Neural Networks for Medical Imaging and Clinical Informatics.
[37] Yan Wang,et al. Evolution of CT findings in patients with mild COVID-19 pneumonia , 2020, European Radiology.
[38] Ronald M. Summers,et al. Learning to Read Chest X-Rays: Recurrent Neural Cascade Model for Automated Image Annotation , 2016, 2016 IEEE Conference on Computer Vision and Pattern Recognition (CVPR).
[39] Nima Tajbakhsh,et al. UNet++: A Nested U-Net Architecture for Medical Image Segmentation , 2018, DLMIA/ML-CDS@MICCAI.
[40] Bo Xu,et al. A deep learning algorithm using CT images to screen for Corona virus disease (COVID-19) , 2020, European Radiology.
[41] Q. Tao,et al. Correlation of Chest CT and RT-PCR Testing in Coronavirus Disease 2019 (COVID-19) in China: A Report of 1014 Cases , 2020, Radiology.
[42] Ran Yang,et al. Chest CT Severity Score: An Imaging Tool for Assessing Severe COVID-19 , 2020, Radiology. Cardiothoracic imaging.
[43] Bogdan Gabrys,et al. Towards Meta-learning of Deep Architectures for Efficient Domain Adaptation , 2019, PRICAI.
[44] L. Xia,et al. Coronavirus Disease 2019 (COVID-19): Role of Chest CT in Diagnosis and Management. , 2020, AJR. American journal of roentgenology.
[45] X. Tang,et al. Clinical and immunological assessment of asymptomatic SARS-CoV-2 infections , 2020, Nature Medicine.
[46] A. Tahamtan,et al. Real-time RT-PCR in COVID-19 detection: issues affecting the results , 2020, Expert review of molecular diagnostics.
[47] Jianhua Yao,et al. Early triage of critically ill COVID-19 patients using deep learning , 2020, Nature Communications.
[48] Bryan Voss,et al. Efficacy and Safety of Ibuprofen and Acetaminophen in Children and Adults: A Meta-Analysis and Qualitative Review , 2010, The Annals of pharmacotherapy.
[49] Michael S. Bernstein,et al. ImageNet Large Scale Visual Recognition Challenge , 2014, International Journal of Computer Vision.
[50] Jian Sun,et al. Deep Residual Learning for Image Recognition , 2015, 2016 IEEE Conference on Computer Vision and Pattern Recognition (CVPR).
[51] J. Vinetz,et al. Dexamethasone in the management of covid -19 , 2020, BMJ.