Longitudinal Assessment of COVID-19 Using a Deep Learning–based Quantitative CT Pipeline: Illustration of Two Cases

Type: Article

Publication Date: 2020-03-23

Citations: 107

DOI: https://doi.org/10.1148/ryct.2020200082

Locations

  • PubMed Central - View
  • Radiology Cardiothoracic Imaging - View
  • PubMed - View

Similar Works

Action Title Year Authors
+ Longitudinal Quantitative Assessment of COVID-19 Infection Progression from Chest CTs 2021 Seong Tae Kim
Leili Goli
Magdalini Paschali
Ashkan Khakzar
Matthias Keicher
Tobias Czempiel
Egon Burian
Rickmer Braren
Nassir Navab
Thomas Wendler
+ CovidCTNet: An Open-Source Deep Learning Approach to Identify Covid-19 Using CT Image 2020 Tahereh Javaheri
Morteza Homayounfar
Zohreh Amoozgar
Reza Reiazi
Fatemeh Homayounieh
Engy Abbas
Azadeh Laali
Amir Reza Radmard
Mohammad Hadi Gharib
Seyed Ali Mousavi
+ Rapid AI Development Cycle for the Coronavirus (COVID-19) Pandemic: Initial Results for Automated Detection & Patient Monitoring using Deep Learning CT Image Analysis 2020 Ophir Gozes
Maayan Frid-Adar
Hayit Greenspan
Patrick D. Browning
Huangqi Zhang
Wenbin Ji
Adam Bernheim
Eliot L. Siegel
+ PDF Chat COVID-Net CT-2: Enhanced Deep Neural Networks for Detection of COVID-19 From Chest CT Images Through Bigger, More Diverse Learning 2022 Hayden Gunraj
Ali Sabri
David Koff
Alexander Wong
+ Rapid AI Development Cycle for the Coronavirus (COVID-19) Pandemic: Initial Results for Automated Detection & Patient Monitoring using Deep Learning CT Image Analysis 2020 Ophir Gozes
Maayan Frid-Adar
Hayit Greenspan
Patrick D. Browning
Huangqi Zhang
Wenbin Ji
Adam Bernheim
Eliot L. Siegel
+ PDF Chat Automated Quantification of CT Patterns Associated with COVID-19 from Chest CT 2020 Shikha Chaganti
Philippe Greniér
Abishek Balachandran
Guillaume Chabin
Stuart L. Cohen
Thomas Flohr
Bogdan Georgescu
Saša Grbić
Siqi Liu
François Mellot
+ Enhanced detection of the presence and severity of COVID-19 from CT scans using lung segmentation 2023 Robert Turnbull
+ COVIDNet-CT: A Tailored Deep Convolutional Neural Network Design for Detection of COVID-19 Cases from Chest CT Images 2020 Hayden Gunraj
Linda Wang
Alexander Wong
+ COVIDNet-CT: A Tailored Deep Convolutional Neural Network Design for Detection of COVID-19 Cases From Chest CT Images 2020 Hayden Gunraj
Linda Wang
Alexander Wong
+ COVID-Net CXR-2: An Enhanced Deep Convolutional Neural Network Design for Detection of COVID-19 Cases from Chest X-ray Images 2021 Maya Pavlova
Naomi Terhljan
Audrey G. Chung
Andy Zhao
Siddharth Surana
Hossein Aboutalebi
Hayden Gunraj
Ali Sabri
Amer Alaref
Alexander Wong
+ Deep Learning Models for Classification of COVID-19 Cases by Medical Images 2023 Amir Ali
+ Longitudinal Self-Supervision for COVID-19 Pathology Quantification 2022 Tobias Czempiel
Coco Rogers
Matthias Keicher
Magdalini Paschali
Rickmer Braren
Egon Burian
Marcus R. Makowski
Nassir Navab
Thomas Wendler
Seong Tae Kim
+ PDF Chat CoRSAI: A System for Robust Interpretation of CT Scans of COVID-19 Patients Using Deep Learning 2021 Manvel Avetisian
Ilya Burenko
Konstantin Egorov
Vladimir Kokh
A. Yu. Nesterov
А. Е. Николаев
Alexander Ponomarchuk
Elena Sokolova
Alex Tuzhilin
Dmitriy Umerenkov
+ Medical Imaging with Deep Learning for COVID- 19 Diagnosis: A Comprehensive Review 2021 Subrato Bharati
Prajoy Podder
M. Rubaiyat Hossain Mondal
V. B. Surya Prasath
+ PDF Chat Deep learning-based automated COVID-19 classification from computed tomography images 2023 Kenan Morani
Devrim Ünay
+ Deep Learning Based Automated COVID-19 Classification from Computed Tomography Images 2021 Kenan Morani
Devrim Ünay
+ Detection of COVID-19 from Chest Computed Tomography (CT) images using Deep learning: Comparing COGNEX VisionPro Deep Learning 1.0 Software with Open Source Convolutional Neural Networks 2020 Abhijit Sarkar
Joerg Vandenhirtz
János Nagy
David Bacsa
Mitchell R. Riley
+ Detection and Severity Classification of COVID-19 in CT Images Using Deep Learning 2021 Yazan Qiblawey
Anas Tahir
Muhammad E. H. Chowdhury
Amith Khandakar
Serkan Kıranyaz
Tawsifur Rahman
Nabil Ibtehaz
Sakib Mahmud
Somaya Al-Máadeed
Farayi Musharavati
+ Cov3d: Detection of the presence and severity of COVID-19 from CT scans using 3D ResNets 2022 Robert Turnbull
+ PDF Chat COVID-Net CXR-2: An Enhanced Deep Convolutional Neural Network Design for Detection of COVID-19 Cases From Chest X-ray Images 2022 Maya Pavlova
Naomi Terhljan
Audrey G. Chung
Andy Zhao
Siddharth Surana
Hossein Aboutalebi
Hayden Gunraj
Ali Sabri
Amer Alaref
Alexander Wong

Works That Cite This (17)

Action Title Year Authors
+ PDF Chat Diagnosis of COVID-19 Using Machine Learning and Deep Learning: A Review 2021 M. Rubaiyat Hossain Mondal
Subrato Bharati
Prajoy Podder
+ Review of Artificial Intelligence Techniques in Imaging Data Acquisition, Segmentation, and Diagnosis for COVID-19 2020 Feng Shi
Jun Wang
Jun Shi
Ziyan Wu
Qian Wang
Zhenyu Tang
Kelei He
Yinghuan Shi
Dinggang Shen
+ Abnormal lung quantification in chest CT images of COVID‐19 patients with deep learning and its application to severity prediction 2020 Fei Shan
Yaozong Gao
Jun Wang
Weiya Shi
Nannan Shi
Miaofei Han
Zhong Xue
Dinggang Shen
Yuxin Shi
+ Synergistic learning of lung lobe segmentation and hierarchical multi-instance classification for automated severity assessment of COVID-19 in CT images 2021 Kelei He
Wei Zhao
Xingzhi Xie
Wen Ji
Mingxia Liu
Zhenyu Tang
Yinghuan Shi
Feng Shi
Yang Gao
Jun Liu
+ PDF Chat Calibrated bagging deep learning for image semantic segmentation: A case study on COVID-19 chest X-ray image 2022 Lucy Nwosu
Xiangfang Li
Lijun Qian
Seungchan Kim
Xishuang Dong
+ PDF Chat Boosting COVID-19 Severity Detection with Infection-Aware Contrastive Mixup Classification 2023 Junlin Hou
Jilan Xu
Nan Zhang
Yuejie Zhang
Xiaobo Zhang
Rui Feng
+ Towards Efficient COVID-19 CT Annotation: A Benchmark for Lung and Infection Segmentation 2020 Jun Ma
Yixin Wang
Xingle An
Cheng Ge
Ziqi Yu
Jianan Chen
Qiongjie Zhu
Guoqiang Dong
Jian He
Zhiqiang He
+ Synergistic Learning of Lung Lobe Segmentation and Hierarchical Multi-Instance Classification for Automated Severity Assessment of COVID-19 in CT Images 2020 Kelei He
Wei Zhao
Xingzhi Xie
Wen Ji
Mingxia Liu
Zhenyu Tang
Feng Shi
Yang Gao
Jun Liu
Junfeng Zhang
+ PDF Chat Diagnosis of COVID-19 Using Machine Learning and Deep Learning: A Review 2021 M. Rubaiyat Hossain Mondal
+ PDF Chat Label-Free Segmentation of COVID-19 Lesions in Lung CT 2021 Qingsong Yao
Li Xiao
Peihang Liu
S. Kevin Zhou

Works Cited by This (0)

Action Title Year Authors