COVID-19 Image Data Collection

25 March 2020

Papers citing "COVID-19 Image Data Collection"

50 / 195 papers shown

Title
Predicting intubation support requirement of patients using Chest X-ray with Deep Representation Learning A. Maurya 19 1 0 28 Oct 2020
Triple-view Convolutional Neural Networks for COVID-19 Diagnosis with Chest X-ray Jianjia Zhang 14 2 0 27 Oct 2020
Synthesis of COVID-19 Chest X-rays using Unpaired Image-to-Image Translation H. Zunair A. Ben Hamza MedIm 43 38 0 20 Oct 2020
An Empirical Study on Detecting COVID-19 in Chest X-ray Images Using Deep Learning Based Methods Ramtin Babaeipour E. Azizi H. Khotanlou 8 1 0 10 Oct 2020
RANDGAN: Randomized Generative Adversarial Network for Detection of COVID-19 in Chest X-ray Saman Motamed Patrik Rogalla Farzad Khalvati OOD MedIm 14 62 0 06 Oct 2020
Assessing Automated Machine Learning service to detect COVID-19 from X-Ray and CT images: A Real-time Smartphone Application case study Razib Mustafiz K. Mohsin 9 2 0 03 Oct 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
GraphXCOVID: Explainable Deep Graph Diffusion Pseudo-Labelling for Identifying COVID-19 on Chest X-rays Angelica I Aviles-Rivero P. Sellars Carola-Bibiane Schönlieb Nicolas Papadakis DiffM MedIm SSL 17 30 0 30 Sep 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 22 58 0 28 Sep 2020
Potential Features of ICU Admission in X-ray Images of COVID-19 Patients D. Gomes Anwaar Ulhaq M. Paul M. J. Horry Subrata Chakraborty M. Saha Tanmoy Debnath D. M. Motiur 24 9 0 26 Sep 2020
Generating Realistic COVID19 X-rays with a Mean Teacher + Transfer Learning GAN Sumeet Menon Joshua Galita David Chapman A. Gangopadhyay Jayalakshmi Mangalagiri Phuong Nguyen Y. Yesha Yelena Yesha Babak Saboury Michael Morris MedIm 15 14 0 26 Sep 2020
ECOVNet: An Ensemble of Deep Convolutional Neural Networks Based on EfficientNet to Detect COVID-19 From Chest X-rays N. K. Chowdhury M. A. Kabir Md. Muhtadir Rahman Noortaz Rezoana 14 57 0 24 Sep 2020
An Attention Mechanism with Multiple Knowledge Sources for COVID-19 Detection from CT Images D. M. Nguyen Duy M. Nguyen Huong Vu Binh T. Nguyen Fabrizio Nunnari Daniel Sonntag 25 1 0 23 Sep 2020
A free web service for fast COVID-19 classification of chest X-Ray images J. D. B. Castro Ricardo Rei J. E. Ruiz Pedro Marco Achanccaray Diaz S. A. Canchumuni C. M. Villalobos Felipe Borges Coelho L. Mendoza M. Pacheco 13 0 0 27 Aug 2020
Correcting Data Imbalance for Semi-Supervised Covid-19 Detection Using X-ray Chest Images Saul Calderon-Ramirez Shengxiang-Yang Armaghan Moemeni David Elizondo Simon Colreavy-Donnelly Luis Fernando Chavarria-Estrada Miguel A. Molina-Cabello 29 43 0 19 Aug 2020
A Data-Efficient Deep Learning Based Smartphone Application For Detection Of Pulmonary Diseases Using Chest X-rays H. Shalu P. Harikrishnan Akash Das Megdut Mandal Harshavardhan M Sali Juned Kadiwala MedIm 16 0 0 19 Aug 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 27 216 0 09 Aug 2020
Improving Explainability of Image Classification in Scenarios with Class Overlap: Application to COVID-19 and Pneumonia E. Verenich Alvaro Velasquez Nazar Khan Faraz Hussain 21 2 0 06 Aug 2020
MultiCheXNet: A Multi-Task Learning Deep Network For Pneumonia-like Diseases Diagnosis From X-ray Scans Abdullah Tarek Farag A. A. El-Wahab Mahmoud Nada M. A. El-Hakeem Omar Sayed Mahmoud Reem Khaled Rashwan Ahmad El-Sallab 26 5 0 05 Aug 2020
COVID-19 in CXR: from Detection and Severity Scoring to Patient Disease Monitoring Rula Amer Maayan Frid-Adar Ophir Gozes Jannette Nassar H. Greenspan 18 62 0 04 Aug 2020
Multi-Task Driven Explainable Diagnosis of COVID-19 using Chest X-ray Images Aakarsh Malhotra S. Mittal P. Majumdar S. Chhabra K. Thakral Mayank Vatsa Richa Singh S. Chaudhury Ashwin Pudrod A. Agrawal 27 60 0 03 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 36 190 0 30 Jul 2020
PDCOVIDNet: A Parallel-Dilated Convolutional Neural Network Architecture for Detecting COVID-19 from Chest X-Ray Images N. K. Chowdhury Md. Muhtadir Rahman M. A. Kabir 30 86 0 29 Jul 2020
CovMUNET: A Multiple Loss Approach towards Detection of COVID-19 from Chest X-ray A. Sayyed Dipayan Saha Abdul Rakib Hossain 12 8 0 28 Jul 2020
An Uncertainty-aware Transfer Learning-based Framework for Covid-19 Diagnosis Afshar Shamsi Hamzeh Asgharnezhad Shirin Shamsi Jokandan Abbas Khosravi P. Kebria D. Nahavandi S. Nahavandi D. Srinivasan OOD 14 133 0 26 Jul 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 17 34 0 24 Jul 2020
CovidDeep: SARS-CoV-2/COVID-19 Test Based on Wearable Medical Sensors and Efficient Neural Networks Shayan Hassantabar Novati Stefano Vishweshwar Ghanakota A. Ferrari G. Nicola R. Bruno I. Marino Kenza Hamidouche N. Jha 18 69 0 20 Jul 2020
Probabilistic Neighbourhood Component Analysis: Sample Efficient Uncertainty Estimation in Deep Learning Ankur Mallick Chaitanya Dwivedi B. Kailkhura Gauri Joshi T. Y. Han UQCV BDL 42 6 0 18 Jul 2020
An Efficient Mixture of Deep and Machine Learning Models for COVID-19 and Tuberculosis Detection Using X-Ray Images in Resource Limited Settings Ali H. Al-timemy R. Khushaba Zahraa M. Mosa Javier Escudero 21 40 0 16 Jul 2020
Predicting Clinical Outcomes in COVID-19 using Radiomics and Deep Learning on Chest Radiographs: A Multi-Institutional Study Joseph Bae S. Kapse Gagandeep Singh Rishabh Gattu S. Ali ... T. Phatak Amit Gupta Jeremy Green N. Madan Prateek Prasanna 9 0 0 15 Jul 2020
EMIXER: End-to-end Multimodal X-ray Generation via Self-supervision Siddharth Biswal Peiye Zhuang A. Pyrros Nasir Siddiqui Oluwasanmi Koyejo Jimeng Sun MedIm 27 5 0 10 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 35 101 0 04 Jul 2020
An encoder-decoder-based method for COVID-19 lung infection segmentation O. Elharrouss Nandhini Subramanian S. Al-Maadeed 14 36 0 02 Jul 2020
M3d-CAM: A PyTorch library to generate 3D data attention maps for medical deep learning Karol Gotkowski Camila González A. Bucher Anirban Mukhopadhyay 3DPC MedIm 9 44 0 01 Jul 2020
Evaluation of Contemporary Convolutional Neural Network Architectures for Detecting COVID-19 from Chest Radiographs N. Albert 6 3 0 30 Jun 2020
COVID-19 Screening Using Residual Attention Network an Artificial Intelligence Approach V. Sharma Curtis E. Dyreson 30 18 0 26 Jun 2020
4S-DT: Self Supervised Super Sample Decomposition for Transfer learning with application to COVID-19 detection Asmaa Abbas M. Abdelsamea M. Gaber OOD ViT 11 65 0 26 Jun 2020
Was there COVID-19 back in 2012? Challenge for AI in Diagnosis with Similar Indications Imon Banerjee Priyanshu Sinha S. Purkayastha Nazanin Mashhaditafreshi Amara Tariq J. Jeong Hari M. Trivedi J. Gichoya 8 8 0 23 Jun 2020
Stacked Convolutional Neural Network for Diagnosis of COVID-19 Disease from X-ray Images Mahesh Gour Sweta Jain 8 37 0 22 Jun 2020
COVID-19 Image Data Collection: Prospective Predictions Are the Future Joseph Paul Cohen Paul Morrison Lan Dao Karsten Roth T. Duong Marzyeh Ghassemi 20 776 0 22 Jun 2020
How does this interaction affect me? Interpretable attribution for feature interactions Michael Tsang Sirisha Rambhatla Yan Liu FAtt 22 85 0 19 Jun 2020
COVIDLite: A depth-wise separable deep neural network with white balance and CLAHE for detection of COVID-19 Manu Siddhartha Avik Santra 6 44 0 19 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 16 4 0 16 Jun 2020
COVID-19-CT-CXR: a freely accessible and weakly labeled chest X-ray and CT image collection on COVID-19 from biomedical literature Yifan Peng Yuxing Tang Sungwon Lee Yingying Zhu Ronald M. Summers Zhiyong Lu OOD 14 16 0 11 Jun 2020
BS-Net: learning COVID-19 pneumonia severity on a large Chest X-Ray dataset A. Signoroni Mattia Savardi Sergio Benini Nicola Adami R. Leonardi ... F. Vaccher M. Ravanelli A. Borghesi R. Maroldi D. Farina 19 37 0 08 Jun 2020
UMLS-ChestNet: A deep convolutional neural network for radiological findings, differential diagnoses and localizations of COVID-19 in chest x-rays G. González A. Bustos J. M. Salinas M. Iglesia-Vayá J. Galant Carlos Cano-Espinosa X. Barber Domingo Orozco-Beltrán M. Cazorla A. Pertusa 27 7 0 06 Jun 2020
Exploration of Interpretability Techniques for Deep COVID-19 Classification using Chest X-ray Images S. Chatterjee Fatima Saad Chompunuch Sarasaen Suhita Ghosh Valerie Krug ... Petia Radeva G. Rose Sebastian Stober Oliver Speck A. Nürnberger 19 25 0 03 Jun 2020
COVIDGR dataset and COVID-SDNet methodology for predicting COVID-19 based on Chest X-Ray images Siham Tabik A. Gómez-Ríos J. L. Martín-Rodríguez I. Sevillano-García M. Rey-Area ... J. Luengo M. A. Valero-González P. García-Villanova E. Olmedo-Sánchez Francisco Herrera 22 269 0 02 Jun 2020
BIMCV COVID-19+: a large annotated dataset of RX and CT images from COVID-19 patients M. Iglesia-Vayá J. Saborit J. Montell A. Pertusa A. Bustos ... Domingo Orozco-Beltrán Francisco García-García M. Caparrós G. González J. M. Salinas 14 227 0 01 Jun 2020