COVID-CT-Dataset: A CT Scan Dataset about COVID-19

30 March 2020

Shanghang Zhang

Papers citing "COVID-CT-Dataset: A CT Scan Dataset about COVID-19"

50 / 125 papers shown

Title
The Prominence of Artificial Intelligence in COVID-19 Md Abdullah Al Nasim Aditi Dhali Faria Afrin Noshin Tasnim Zaman Nazmul Karim Md. Mahim Anjum Haque 24 12 0 18 Nov 2021
CNN Filter Learning from Drawn Markers for the Detection of Suggestive Signs of COVID-19 in CT Images A. M. Sousa F. Reis R. Zerbini J. Comba A. X. Falcão MedIm 14 8 0 16 Nov 2021
QU-net++: Image Quality Detection Framework for Segmentation of Medical 3D Image Stacks Sohini Roychowdhury 14 1 0 27 Oct 2021
Studying the Effects of Self-Attention for Medical Image Analysis Adrit Rao Jongchan Park Sanghyun Woo Joon-Young Lee Oliver Aalami 22 26 0 02 Sep 2021
Spatio-Temporal Split Learning for Privacy-Preserving Medical Platforms: Case Studies with COVID-19 CT, X-Ray, and Cholesterol Data Yoo Jeong Ha M. Yoo Gusang Lee Soyi Jung Sae Won Choi Joongheon Kim Seehwan Yoo OOD 19 24 0 20 Aug 2021
Resetting the baseline: CT-based COVID-19 diagnosis with Deep Transfer Learning is not as accurate as widely thought F. Altaf Syed Mohammed Shamsul Islam Naveed Akhtar MedIm OOD 22 1 0 12 Aug 2021
A Survey of Machine Learning Techniques for Detecting and Diagnosing COVID-19 from Imaging Aishwarza Panday M. A. Kabir N. K. Chowdhury 39 7 0 25 Jul 2021
Visual Transformer with Statistical Test for COVID-19 Classification Chih-Chung Hsu Guan-Lin Chen Mei-Hsuan Wu ViT MedIm 65 15 0 12 Jul 2021
COVID-VIT: Classification of COVID-19 from CT chest images based on vision transformer models Xiaohong W. Gao Y. Qian Alice Gao MedIm 9 72 0 04 Jul 2021
A Systematic Collection of Medical Image Datasets for Deep Learning Johann Li Guangming Zhu Cong Hua Mingtao Feng Basheer Bennamoun ... Xu Xu Lin Mei Liang Zhang Syed Afaq Ali Shah Bennamoun OOD 41 49 0 24 Jun 2021
Learning from Pseudo Lesion: A Self-supervised Framework for COVID-19 Diagnosis Zhongliang Li Zhihao Jin Xuechen Li Linlin Shen SSL MedIm 15 1 0 23 Jun 2021
CT Image Synthesis Using Weakly Supervised Segmentation and Geometric Inter-Label Relations For COVID Image Analysis Dwarikanath Mahapatra Ankur Singh 30 8 0 15 Jun 2021
A Unified Framework for Task-Driven Data Quality Management Tianhao Wang Yi Zeng Ming Jin R. Jia 19 13 0 10 Jun 2021
Generation of COVID-19 Chest CT Scan Images using Generative Adversarial Networks Prerak Mann S. Jain S. Mittal Aruna Bhat MedIm 14 14 0 20 May 2021
COVID-19 Detection in Computed Tomography Images with 2D and 3D Approaches Sara Atito Ali Ahmed Mehmet Can Yavuz M. U. Sen F. Gulsen O. Tutar ... Sabri Şirolu Rauf Hamid A. Eryurekli Toghrul Mammadov Berrin Yanikoglu 26 1 0 16 May 2021
An Automated Approach for Timely Diagnosis and Prognosis of Coronavirus Disease Abbas Raza Ali M. Budka 27 5 0 29 Apr 2021
Systematic investigation into generalization of COVID-19 CT deep learning models with Gabor ensemble for lung involvement scoring M. J. Horry Subrata Chakraborty B. Pradhan M. Fallahpoor Chegeni Hossein M. Paul 21 6 0 20 Apr 2021
Detecting COVID-19 and Community Acquired Pneumonia using Chest CT scan images with Deep Learning Shubham Chaudhary Sadbhawna V. Jakhetiya B. Subudhi Ujjwal Baid Sharath Chandra Guntuku 15 37 0 11 Apr 2021
DenResCov-19: A deep transfer learning network for robust automatic classification of COVID-19, pneumonia, and tuberculosis from X-rays Michail Mamalakis Andrew J Swift Bart Vorselaars Surajit Ray S. Weeks Weiping Ding R. Clayton L. S. Mackenzie Abhirup Banerjee OOD 25 70 0 08 Apr 2021
Explainability Guided Multi-Site COVID-19 CT Classification Ameen Ali Tal Shaharabany Lior Wolf 13 4 0 25 Mar 2021
Extracting Causal Visual Features for Limited label Classification Mohit Prabhushankar Ghassan AlRegib CML 11 21 0 23 Mar 2021
QUCoughScope: An Artificially Intelligent Mobile Application to Detect Asymptomatic COVID-19 Patients using Cough and Breathing Sounds M. Chowdhury Nabil Ibtehaz Tawsifur Rahman Y. Mekki Yazan Qibalwey S. Mahmud Maymouna Ezeddin S. Zughaier S. Al-Máadeed 23 28 0 20 Mar 2021
Boosting Deep Transfer Learning for COVID-19 Classification F. Altaf Syed Mohammed Shamsul Islam N. Janjua Naveed Akhtar OOD 16 8 0 16 Feb 2021
Uncertainty-Aware Semi-Supervised Method Using Large Unlabeled and Limited Labeled COVID-19 Data R. Alizadehsani Danial Sharifrazi N. H. Izadi Javad Hassannataj Joloudari A. Shoeibi ... F. Khozeimeh Abbas Khosravi S. Nahavandi Sheikh Mohammed Shariful Islam U. Acharya 24 59 0 12 Feb 2021
COVID-19 detection from scarce chest x-ray image data using few-shot deep learning approach Shruti Jadon 21 39 0 11 Feb 2021
COVID-19 identification from volumetric chest CT scans using a progressively resized 3D-CNN incorporating segmentation, augmentation, and class-rebalancing Md. Kamrul Hasan Md. Tasnim Jawad Kazi N. Hasan Sajal Basak Partha Md. Masum Al Masba Shumit Saha 13 21 0 11 Feb 2021
Searching for Pneumothorax in X-Ray Images Using Autoencoded Deep Features Antonio Sze-To Abtin Riasatian Hamid R. Tizhoosh 14 13 0 11 Feb 2021
Diagnosis of COVID-19 and Non-COVID-19 Patients by Classifying Only a Single Cough Sound Mesut Melek 24 42 0 08 Feb 2021
Collaborative Federated Learning For Healthcare: Multi-Modal COVID-19 Diagnosis at the Edge A. Qayyum Kashif Ahmad Muhammad Ahtazaz Ahsan Ala I. Al-Fuqaha Junaid Qadir FedML 36 187 0 19 Jan 2021
Covid-19 classification with deep neural network and belief functions Ling Huang S. Ruan Thierry Denoeux 17 25 0 18 Jan 2021
Automated Model Design and Benchmarking of 3D Deep Learning Models for COVID-19 Detection with Chest CT Scans Xin He Shihao Wang X. Chu S. Shi J. Tang Xin Liu C. Yan Jiyong Zhang G. Ding 3DPC OOD 22 38 0 14 Jan 2021
Survey of the Detection and Classification of Pulmonary Lesions via CT and X-Ray Yixuan Sun Chengyao Li Qian Zhang Aimin Zhou Guixu Zhang OOD 18 2 0 31 Dec 2020
Screening COVID-19 Based on CT/CXR Images & Building a Publicly Available CT-scan Dataset of COVID-19 Maryam Dialameh A. Hamzeh Hossein Rahmani A. Radmard Safoura Dialameh 17 2 0 28 Dec 2020
Diagnosis/Prognosis of COVID-19 Images: Challenges, Opportunities, and Applications Arash Mohammadi Yingxu Wang Nastaran Enshaei Parnian Afshar F. Naderkhani A. Oikonomou M. Rafiee H. C. R. Oliveira Svetlana Yanushkevich Konstantinos N. Plataniotis LM&MA 30 5 0 28 Dec 2020
Ranking and Rejecting of Pre-Trained Deep Neural Networks in Transfer Learning based on Separation Index Mostafa Kalhor Ahmad Kalhor M. Rahmani 11 5 0 26 Dec 2020
Deep Learning in Detection and Diagnosis of Covid-19 using Radiology Modalities: A Systematic Review M. Ghaderzadeh F. Asadi 16 104 0 21 Dec 2020
Deep Neural Networks for COVID-19 Detection and Diagnosis using Images and Acoustic-based Techniques: A Recent Review Walid Hariri A. Narin 19 35 0 10 Dec 2020
Distant Domain Transfer Learning for Medical Imaging Shuteng Niu Meryl Liu Yongxin Liu Jian Wang H. Song OOD 53 69 0 10 Dec 2020
COVID-CLNet: COVID-19 Detection with Compressive Deep Learning Approaches Khalfalla Awedat Almabrok E. Essa 6 2 0 03 Dec 2020
Accurate and Rapid Diagnosis of COVID-19 Pneumonia with Batch Effect Removal of Chest CT-Scans and Interpretable Artificial Intelligence Rassa Ghavami Massinissa Hamidi Saeed Masoudian Amir Mohseni Hamzeh Lotfalinezhad ... A. Khaleghi A. Foroutan H. Ghanaati H. Dashti Hamid R. Rabiee 12 6 0 23 Nov 2020
Explainable-by-design Semi-Supervised Representation Learning for COVID-19 Diagnosis from CT Imaging Abel Díaz Berenguer Hichem Sahli Boris Joukovsky Maryna Kvasnytsia Ine Dirks ... P. Meunier S. Gryspeerdt K. Smet B. Jansen Jef Vandemeulebroucke 23 8 0 23 Nov 2020
Targeted Self Supervision for Classification on a Small COVID-19 CT Scan Dataset Nicolas Ewen N. Khan 14 28 0 20 Nov 2020
Medical Imaging and Computational Image Analysis in COVID-19 Diagnosis: A Review Shahabedin Nabavi Azar Ejmalian M. Moghaddam A. A. Abin Alejandro F. Frangi M. Mohammadi H. S. Rad 16 34 0 01 Oct 2020
COVID-CT-MD: COVID-19 Computed Tomography (CT) Scan Dataset Applicable in Machine Learning and Deep Learning Parnian Afshar Shahin Heidarian Nastaran Enshaei F. Naderkhani M. Rafiee A. Oikonomou Faranak Babaki Fard K. Samimi Konstantinos N. Plataniotis Arash Mohammadi OOD 16 58 0 28 Sep 2020
Classification of COVID-19 in CT Scans using Multi-Source Transfer Learning A. Martínez OOD 6 12 0 22 Sep 2020
Contrastive Cross-site Learning with Redesigned Net for COVID-19 CT Classification Zhao Wang Quande Liu Qi Dou OOD 19 162 0 15 Sep 2020
Fuzzy Unique Image Transformation: Defense Against Adversarial Attacks On Deep COVID-19 Models A. Tripathi Ashish Mishra AAML MedIm 11 10 0 08 Sep 2020
Common pitfalls and recommendations for using machine learning to detect and prognosticate for COVID-19 using chest radiographs and CT scans M. Roberts D. Driggs Matthew Thorpe J. Gilbey Michael Yeung ... Kang Zhang S. Stranks James H. F. Rudd Evis Sala Carola-Bibiane Schönlieb OOD 16 766 0 14 Aug 2020
A Review on Deep Learning Techniques for the Diagnosis of Novel Coronavirus (COVID-19) Md. Milon Islam Fakhri Karray R. Alhajj Jia Zeng 22 216 0 09 Aug 2020
Artificial Intelligence in the Battle against Coronavirus (COVID-19): A Survey and Future Research Directions Thanh Thi Nguyen Quoc Viet Hung Nguyen Dung Tien Nguyen Samuel Yang Peter W. Eklund Thien Huynh-The Thanh Tam Nguyen Quoc-Viet Pham Imran Razzak Edbert B. Hsu 36 191 0 30 Jul 2020