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A Survey of Deep Learning Techniques for the Analysis of COVID-19 and their usability for Detecting Omicron

13 February 2022

Asifullah Khan

Dr. Saddam Hussain Khan

Papers citing "A Survey of Deep Learning Techniques for the Analysis of COVID-19 and their usability for Detecting Omicron"

35 / 35 papers shown

Title
Detection of Increased Time Intervals of Anti-Vaccine Tweets for COVID-19 Vaccine with BERT Model Ulku Tuncer Kuccuktacs Fatih Uysal Firat Hardalacc .Ismail Biri 20 1 0 12 Jan 2022
The Medical Segmentation Decathlon Michela Antonelli Annika Reinke Spyridon Bakas Keyvan Farahani AnnetteKopp-Schneider ... Zhanwei Xu Yefeng Zheng Amber L. Simpson Lena Maier-Hein M. Jorge Cardoso OOD 117 990 0 10 Jun 2021
Deep Learning for Chest X-ray Analysis: A Survey Ecem Sogancioglu E. Çallı Bram van Ginneken K. G. V. Leeuwen K. Murphy LM&MA 115 327 0 15 Mar 2021
Deep Learning in Detection and Diagnosis of Covid-19 using Radiology Modalities: A Systematic Review M. Ghaderzadeh F. Asadi 109 104 0 21 Dec 2020
COVID-19 Detection in Chest X-Ray Images using a New Channel Boosted CNN Dr. Saddam Hussain Khan A. Sohail Asifullah Khan 63 64 0 08 Dec 2020
COVID-19 Classification of X-ray Images Using Deep Neural Networks Elisha Goldstein Daphna Keidar Daniel Yaron Y. Shachar Ayelet Blass ... N. Bogot A. Grubstein N. Shabshin Yishai M. Elyada Yonina C. Eldar 36 66 0 03 Oct 2020
Classification and Region Analysis of COVID-19 Infection using Lung CT Images and Deep Convolutional Neural Networks Dr. Saddam Hussain Khan A. Sohail Asifullah Khan Yeon Soo Lee 67 27 0 16 Sep 2020
A Review on Deep Learning Techniques for the Diagnosis of Novel Coronavirus (COVID-19) Md. Milon Islam Fakhri Karray R. Alhajj Jia Zeng 81 217 0 09 Aug 2020
Comparative study of deep learning methods for the automatic segmentation of lung, lesion and lesion type in CT scans of COVID-19 patients Sofie Tilborghs Ine Dirks Lucas Fidon S. Willems Tom Eelbode ... D. Robben D. Smeets F. Maes Jef Vandemeulebroucke P. Suetens OOD 81 28 0 29 Jul 2020
COV-ELM classifier: An Extreme Learning Machine based identification of COVID-19 using Chest X-Ray Images Sheetal Rajpal Manoj Agarwal Ankit Rajpal Navin Lakhyani Arpita Saggar Naveen Kumar 32 26 0 16 Jul 2020
Stacked Convolutional Neural Network for Diagnosis of COVID-19 Disease from X-ray Images Mahesh Gour Sweta Jain 72 36 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 84 781 0 22 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 56 229 0 01 Jun 2020
Predicting COVID-19 Pneumonia Severity on Chest X-ray with Deep Learning Joseph Paul Cohen Lan Dao Paul Morrison Karsten Roth Yoshua Bengio ... A. Abbasi M. Hoshmand-Kochi Marzyeh Ghassemi Haifang Li T. Duong 67 224 0 24 May 2020
MosMedData: Chest CT Scans With COVID-19 Related Findings Dataset Sergey P. Morozov Anna E. Andreychenko Nikolay A. Pavlov A. Vladzymyrskyy N. Ledikhova V. Gombolevskiy I. Blokhin P. Gelezhe A. Gonchar V. Chernina 54 247 0 13 May 2020
A Critic Evaluation of Methods for COVID-19 Automatic Detection from X-Ray Images Gianluca Maguolo L. Nanni 67 202 0 27 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 62 976 0 22 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 57 318 0 14 Apr 2020
COVID-19 identification in chest X-ray images on flat and hierarchical classification scenarios R. M. Pereira Diego Bertolini Lucas O. Teixeira C. Silla Yandre M. G. Costa 62 404 0 13 Apr 2020
CoroNet: A deep neural network for detection and diagnosis of COVID-19 from chest x-ray images Asif Iqbal Khan Junaid Latief Shah M. Bhat 56 1,082 0 10 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 Dinggang Shen 106 1,059 0 06 Apr 2020
COVID-CT-Dataset: A CT Scan Dataset about COVID-19 Xingyi Yang Xuehai He Jinyu Zhao Yichen Zhang Shanghang Zhang P. Xie 97 848 0 30 Mar 2020
Can AI help in screening Viral and COVID-19 pneumonia? M. Chowdhury Tawsifur Rahman Amith Khandakar Rashid Mazhar M. A. Kadir ... Muhammad Salman Khan A. Iqbal N. Al-Emadi M. Reaz T. I. Islam 146 1,353 0 29 Mar 2020
Classification of COVID-19 in chest X-ray images using DeTraC deep convolutional neural network Asmaa Abbas M. Abdelsamea M. Gaber 60 856 0 26 Mar 2020
Covid-19: Automatic detection from X-Ray images utilizing Transfer Learning with Convolutional Neural Networks Ioannis D. Apostolopoulos Tzani Bessiana 75 1,916 0 25 Mar 2020
COVID-19 Image Data Collection Joseph Paul Cohen Paul Morrison Lan Dao 85 1,011 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 133 1,770 0 24 Mar 2020
PadChest: A large chest x-ray image dataset with multi-label annotated reports A. Bustos A. Pertusa J. M. Salinas M. Iglesia-Vayá LM&MA 76 619 0 22 Jan 2019
Transfer Learning and Meta Classification Based Deep Churn Prediction System for Telecom Industry Uzair Ahmed Asifullah Khan Dr. Saddam Hussain Khan Abdul Basit I. Haq Yeon Soo Lee 54 38 0 18 Jan 2019
DeepLung: Deep 3D Dual Path Nets for Automated Pulmonary Nodule Detection and Classification Wentao Zhu Chaochun Liu Wei Fan Xiaohui Xie MedIm 46 379 0 25 Jan 2018
CheXNet: Radiologist-Level Pneumonia Detection on Chest X-Rays with Deep Learning Pranav Rajpurkar Jeremy Irvin Kaylie Zhu Brandon Yang Hershel Mehta ... Aarti Bagul C. Langlotz K. Shpanskaya M. Lungren A. Ng LM&MA 99 2,712 0 14 Nov 2017
Medical Image Analysis using Convolutional Neural Networks: A Review Syed Muhammad Anwar Muhammad Majid A. Qayyum Muhammad Awais M. Alnowami Muhammad Khurram Khan MedIm 86 1,048 0 04 Sep 2017
ChestX-ray8: Hospital-scale Chest X-ray Database and Benchmarks on Weakly-Supervised Classification and Localization of Common Thorax Diseases Xiaosong Wang Yifan Peng Le Lu Zhiyong Lu M. Bagheri Ronald M. Summers LM&MA 188 2,547 0 05 May 2017
A Survey on Deep Learning in Medical Image Analysis G. Litjens Thijs Kooi B. Bejnordi A. Setio F. Ciompi Mohsen Ghafoorian Jeroen van der Laak Bram van Ginneken C. I. Sánchez OOD 705 10,826 0 19 Feb 2017
Deep Convolutional Neural Networks for Computer-Aided Detection: CNN Architectures, Dataset Characteristics and Transfer Learning Hoo-Chang Shin H. Roth Mingchen Gao Le Lu Ziyue Xu Isabella Nogues Jianhua Yao D. Mollura Ronald M. Summers 74 4,613 0 10 Feb 2016