Mapping the Landscape of Artificial Intelligence Applications against COVID-19

25 March 2020

Joseph Aylett-Bullock

Papers citing "Mapping the Landscape of Artificial Intelligence Applications against COVID-19"

39 / 39 papers shown

Title
Comparative Evaluation of Radiomics and Deep Learning Models for Disease Detection in Chest Radiography Zhijin He Alan B. McMillan LM&MA 58 0 0 16 Apr 2025
From Lab to Pocket: A Novel Continual Learning-based Mobile Application for Screening COVID-19 Danny Falero Muhammad Ashad Kabir Nusrat Homaira 23 0 0 16 Oct 2024
Transferring Domain Knowledge with (X)AI-Based Learning Systems Philipp Spitzer Niklas Kühl Marc Goutier Manuel Kaschura G. Satzger 27 2 0 03 Jun 2024
Empowering Medical Imaging with Artificial Intelligence: A Review of Machine Learning Approaches for the Detection, and Segmentation of COVID-19 Using Radiographic and Tomographic Images Sayed Amir Mousavi Mobarakeh K. Kazemi A. Aarabi H. Danyali 32 2 0 13 Jan 2024
Training Novices: The Role of Human-AI Collaboration and Knowledge Transfer Philipp Spitzer Niklas Kühl Marc Goutier 23 7 0 01 Jul 2022
Forecasting new diseases in low-data settings using transfer learning Kirstin Roster C. Connaughton F. Rodrigues AI4TS 16 22 0 07 Apr 2022
Internationalizing AI: Evolution and Impact of Distance Factors Xuli Tang Xin Li Feicheng Ma 16 14 0 10 Nov 2021
OpenClinicalAI: enabling AI to diagnose diseases in real-world clinical settings Yunyou Huang Nana Wang Suqin Tang Li Ma Tianshu Hao ... Xiuxia Miao Xianglong Guan Ruchang Zhang Zhifei Zhang Jianfeng Zhan OOD 20 0 0 09 Sep 2021
Ensuring the Inclusive Use of Natural Language Processing in the Global Response to COVID-19 A. Luccioni K. H. Pham C. Lam Joseph Aylett-Bullock M. Luengo-Oroz 21 3 0 11 Aug 2021
Understanding Human Innate Immune System Dependencies using Graph Neural Networks Shagufta Henna GNN AI4CE 27 0 0 05 Aug 2021
Neural Networks for Dengue Prediction: A Systematic Review Kirstin Roster F. Rodrigues 22 7 0 22 Jun 2021
Explainable AI, but explainable to whom? Julie Gerlings Millie Søndergaard Jensen Arisa Shollo 30 43 0 10 Jun 2021
Some Pragmatic Prevention's Guidelines regarding SARS-CoV-2 and COVID-19 in Latin-America inspired by mixed Machine Learning Techniques and Artificial Mathematical Intelligence. Case Study: Colombia D. Gómez-Ramírez Y. A. Herrera-Jaramillo Johana C. Ortega-Giraldo A. Ardila-Garcia 16 1 0 12 May 2021
Did Chatbots Miss Their Ápollo Moment'? A Survey of the Potential, Gaps and Lessons from Using Collaboration Assistants During COVID-19 Biplav Srivastava 16 0 0 27 Feb 2021
Semi-supervised Learning for COVID-19 Image Classification via ResNet Lucy Nwuso Xiangfang Li Lijun Qian Seungchan Kim Xishuang Dong 19 5 0 27 Feb 2021
Understanding Team Collaboration in Artificial Intelligence from the perspective of Geographic Distance Xuli Tang Xin Li Ying Ding Feicheng Ma 13 4 0 25 Dec 2020
Two Stage Transformer Model for COVID-19 Fake News Detection and Fact Checking Rutvik Vijjali Prathyush Potluri S. Kumar Sundeep Teki MedIm 15 74 0 26 Nov 2020
Automatic Deep Learning System for COVID-19 Infection Quantification in chest CT O. Alirr OOD 13 19 0 01 Oct 2020
Tackling COVID-19 through Responsible AI Innovation: Five Steps in the Right Direction David Leslie 21 67 0 15 Aug 2020
Considerations, Good Practices, Risks and Pitfalls in Developing AI Solutions Against COVID-19 A. Luccioni Joseph Aylett-Bullock K. H. Pham C. Lam M. Luengo-Oroz 17 3 0 13 Aug 2020
The COVID-19 Infodemic: Can the Crowd Judge Recent Misinformation Objectively? Kevin Roitero Michael Soprano Beatrice Portelli Damiano Spina V. D. Mea G. Serra Stefano Mizzaro Gianluca Demartini 11 41 0 13 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
A Survey on the Use of AI and ML for Fighting the COVID-19 Pandemic M. Islam Toki Tahmid Inan Suzzana Rafi Syeda Sabrina Akter Iqbal H. Sarker A. Islam 34 11 0 03 Aug 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 22 86 0 29 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
Automated Chest CT Image Segmentation of COVID-19 Lung Infection based on 3D U-Net Dominik Muller Iñaki Soto Rey Frank Kramer 20 70 0 24 Jun 2020
Automated Detection of COVID-19 from CT Scans Using Convolutional Neural Networks R. Lokwani A. Gaikwad V. Kulkarni Aniruddha Pant A. Kharat 20 21 0 23 Jun 2020
CO-Search: COVID-19 Information Retrieval with Semantic Search, Question Answering, and Abstractive Summarization A. Esteva Anuprit Kale Romain Paulus Kazuma Hashimoto Wenpeng Yin Dragomir R. Radev R. Socher 19 64 0 17 Jun 2020
The Number of Confirmed Cases of Covid-19 by using Machine Learning: Methods and Challenges Amir Ahmad S. Garhwal S. Ray G. Kumar S. Malebary O. Barukab OOD 11 78 0 11 Jun 2020
An Unsupervised Machine Learning Approach to Assess the ZIP Code Level Impact of COVID-19 in NYC Fadoua Khmaissia P. Haghighi A. Jayaprakash Zhenwei Wu Sokratis Papadopoulos Yuan Lai Freddy T. Nguyen 13 10 0 11 Jun 2020
A Review of Automated Diagnosis of COVID-19 Based on Scanning Images Delong Chen Shunhui Ji Fan Liu Zewen Li Xinyu Zhou MedIm 21 11 0 09 Jun 2020
The challenges of deploying artificial intelligence models in a rapidly evolving pandemic Yipeng Hu J. Jacob Geoffrey J. M. Parker D. Hawkes J. Hurst Danail Stoyanov OOD 21 65 0 19 May 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 11 318 0 14 Apr 2020
DeepCOVIDExplainer: Explainable COVID-19 Diagnosis Based on Chest X-ray Images Md. Rezaul Karim Till Dohmen Dietrich-Rebholz Schuhmann Stefan Decker Michael Cochez Oya Beyan 31 89 0 09 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 D. Shen 28 1,053 0 06 Apr 2020
Generating Similarity Map for COVID-19 Transmission Dynamics with Topological Autoencoder P. Hartono 14 8 0 03 Apr 2020
Severity Assessment of Coronavirus Disease 2019 (COVID-19) Using Quantitative Features from Chest CT Images Zhenyu Tang Wei-Ye Zhao Xingzhi Xie Zheng Zhong F. Shi Jun Liu D. Shen 28 171 0 26 Mar 2020
Lung Infection Quantification of COVID-19 in CT Images with Deep Learning F. Shan Yaozong Gao Jun Wang Weiya Shi N. Shi Miaofei Han Zhong Xue D. Shen Yuxin Shi 105 574 0 10 Mar 2020
Abnormal respiratory patterns classifier may contribute to large-scale screening of people infected with COVID-19 in an accurate and unobtrusive manner Yunlu Wang Menghan Hu Qingli Li Xiao-Ping Zhang Guangtao Zhai Nan Yao 43 197 0 12 Feb 2020