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original article |
Date |
Title |
Authors All Authors |
1 |
[GO] |
2023―Dec―12 |
A data-driven epidemic model with human mobility and vaccination protection for COVID-19 prediction |
Ruqi Li, Yurong Song, Hongbo Qu, Min Li, Guo-Ping Jiang |
2 |
[GO] |
2023―Nov―24 |
Data and models for stance and premise detection in COVID-19 tweets: Insights from the Social Media Mining for Health (SMM4H) 2022 shared task |
Vera Davydova, Huabin Yang, Elena Tutubalina |
3 |
[GO] |
2023―Nov―12 |
The Application of Simulation Methods During the COVID-19 Pandemic: A Scoping Review |
Zhuanlan Sun, Ruhai Bai, Zhenggang Bai |
4 |
[GO] |
2023―May―12 |
Learning to rank query expansion terms for COVID-19 scholarly search |
Ayesha Khader, Faezeh Ensan |
5 |
[GO] |
2023―May―06 |
Lessons learned to enable question answering on knowledge graphs extracted from scientific publications: A case study on the coronavirus literature |
Carlos Badenes-Olmedo, Oscar Corcho |
6 |
[GO] |
2023―Apr―13 |
MAM: Flexible Monte-Carlo Agent based Model for Modelling COVID-19 Spread |
Hilla De-Leon, Dvir Aran |
7 |
[GO] |
2023―Jan―09 |
Digital Cough Monitoring - A Potential Predictive Acoustic Biomarker Of Clinical Outcomes in Hospitalized COVID-19 Patients |
Ellery Altshuler, Bouchra Tannir, Gisèle Jolicoeur, Matthew Rudd, Cyrus Saleem, Kartikeya Cherabuddi, et al. (+6) Dominique Hélène Doré, Parav Nagarsheth, Joe Brew, Peter M Small, J. Glenn Morris, Simon Grandjean Lapierre |
8 |
[GO] |
2022―Jul―11 |
A deep learning approach for Spatio-Temporal forecasting of new cases and new hospital admissions of COVID-19 spread in Reggio Emilia, Northern Italy |
Veronica Sciannameo, Alessia Goffi, Giuseppe Maffeis, Roberta Gianfreda, Daniele Jahier Pagliari, Tommaso Filippini, et al. (+6) Pamela Mancuso, Paolo Giorgi-Rossi, Leonardo Alberto Dal Zovo, Angela Corbari, Marco Vinceti, Paola Berchialla |
9 |
[GO] |
2022―May―04 |
Process Mining-Driven Analysis of COVID-19’s Impact on Vaccination Patterns |
Adriano Augusto, Timothy Deitz, Noel Faux, Jo-Anne Manski-Nankervis, Daniel Capurro |
10 |
[GO] |
2022―Apr―30 |
Automated Interpretable Discovery of Heterogeneous Treatment Effectiveness: A COVID-19 Case Study |
Benjamin J. Lengerich, Mark E. Nunnally, Yin Aphinyanaphongs, Caleb Ellington, Rich Caruana |
11 |
[GO] |
2022―Apr―27 |
A Multi-task Gaussian Process Self-attention Neural Network for Real-time Prediction of the Need for Mechanical Ventilators in COVID-19 Patients |
Kai Zhang, Siddharth Karanth, Bela Patel, Robert Murphy, Xiaoqian Jiang |
12 |
[GO] |
2022―Apr―27 |
Diagnosis of COVID-19 via acoustic analysis and artificial intelligence by monitoring breath sounds on smartphones |
Zhiang Chen, Muyun Li, Ruoyu Wang, Wenzhuo Sun, Jiayi Liu, Haiyang Li, et al. (+4) Tianxin Wang, Yuan Lian, Jiaqian Zhang, Xinheng Wang |
13 |
[GO] |
2022―Mar―21 |
Dynamic assessment of the COVID-19 vaccine acceptance leveraging social media data |
Lingyao Li, Jiayan Zhou, Zihui Ma, Michelle T. Bensi, Molly A. Hall, Gregory B. Baecher |
14 |
[GO] |
2022―Feb―22 |
Non-Negative Matrix Factorization Temporal Topic Models and Clinical Text Data Identify COVID-19 Pandemic Effects on Primary Healthcare and Community Health in Toronto, Canada |
Christopher Meaney, Michael Escobar, Rahim Moineddin, Therese A. Stukel, Sumeet Kalia, Babak Aliarzadeh, et al. (+3) Tao Chen, Braden O'Neill, Michelle Greiver |
15 |
[GO] |
2022―Feb―16 |
Novel Informatics Approaches to COVID-19 Research: from methods to applications |
Hua Xu, David L Buckeridge, Fei Wang, Peter Tarczy-Hornoch |
16 |
[GO] |
2022―Feb―08 |
Search Like an Expert: Reducing Expertise Disparity Using a Hybrid Neural Index for COVID-19 Queries |
Vincent Nguyen, Maciej Rybinski, Sarvnaz Karimi, Zhenchang Xing |
17 |
[GO] |
2022―Jan―30 |
COVIDSum: A linguistically enriched SciBERT-based summarization model for COVID-19 scientific papers |
Xiaoyan Cai, Sen Liu, Libin Yang, Yan Lu, Jintao Zhao, Dinggang Shen, Tianming Liu |
18 |
[GO] |
2022―Jan―22 |
Developing an ETL Tool for Converting the PCORnet CDM into the OMOP CDM to Facilitate the COVID-19 Data Integration |
Yue Yu, Nansu Zong, Andrew Wen, Sijia Liu, Daniel J. Stone, David Knaack, et al. (+6) Alanna M. Chamberlain, Emily Pfaff, Davera Gabriel, Christopher G. Chute, Nilay Shah, Guoqian Jiang |
19 |
[GO] |
2022―Jan―11 |
COVID-19 and mental disorders in Healthcare Personnel: A Novel Framework to Develop Personas from an Online Survey |
Emanuele Tauro, Alessandra Gorini, Chiara Caglio, Paola Gabanelli, Enrico Gianluca Caiani |
20 |
[GO] |
2021―Nov―18 |
Automatic Detection of COVID-19 Vaccine Misinformation with Graph Link Prediction |
Maxwell A. Weinzierl, Sanda M. Harabagiu |
21 |
[GO] |
2021―Nov―13 |
PASCLex: A Comprehensive Post-Acute Sequelae of COVID-19 (PASC) Symptom Lexicon Derived from Electronic Health Record Clinical Notes |
Liqin Wang, Dinah Foer, Erin MacPhaul, Ying-Chih Lo, David W. Bates, Li Zhou |
22 |
[GO] |
2021―Nov―01 |
EPIsembleVis: A Geo-visual Analysis and Comparison of the Prediction Ensembles of Multiple COVID-19 Models |
Haowen Xu, Andy Berres, Gautam Thakur, Jibonananda Sanyal, Supriya Chinthavali |
23 |
[GO] |
2021―Sep―30 |
A Novel Deep Interval Type-2 Fuzzy LSTM (DIT2FLSTM) Model Applied to COVID-19 Pandemic Time-Series Prediction |
Aref Safari, Rahil Hosseini, Mahdi Mazinani |
24 |
[GO] |
2021―Sep―21 |
Query bot for retrieving patients’ clinical history: a COVID-19 use-case |
Yibo Wang, Amara Tariq, Fiza Khan, Judy Wawira Gichoya, Hari Trivedi, Imon Banerjee |
25 |
[GO] |
2021―Sep―02 |
COVID-19 Modelling by Time-varying Transmission Rate Associated with Mobility Trend of Driving via Apple Maps |
Min Jing, Kok Yew Ng, Brian Mac Namee, Pardis Biglarbeigi, Rob Brisk, Raymond Bond, et al. (+2) Dewar Finlay, James McLaughlin |
26 |
[GO] |
2021―Aug―15 |
Implementation of Stacking Based ARIMA Model for Prediction of Covid-19 Cases in India |
Aman Swaraj, Karan Verma, Arshpreet Kaur, Ghanshyam Singh, Ashok Kumar, Leandro Melo de Sales |
27 |
[GO] |
2021―Jul―08 |
Searching for Scientific Evidence in a Pandemic: An Overview of TREC-COVID |
Kirk Roberts, Tasmeer Alam, Steven Bedrick, Dina Demner-Fushman, Kyle Lo, Ian Soboroff, et al. (+3) Ellen Voorhees, Lucy Lu Wang, William R. Hersh |
28 |
[GO] |
2021―Jul―03 |
Tracking and analysis of discourse dynamics and polarity during the early Corona pandemic in Iran |
Fateme Jafarinejad, Marziea Rahimi, Hoda Mashayekhi |
29 |
[GO] |
2021―Jul―02 |
Visual Comprehension and Orientation into the COVID-19 CIDO Ontology |
Ling Zheng, Yehoshua Perl, Yongqun He, Christopher Ochs, James Geller, Hao Liu, Vipina K. Keloth |
30 |
[GO] |
2021―Jun―28 |
Developing A Sampling Method and Preliminary Taxonomy for Classifying COVID-19 Public Health Guidance for Healthcare Organizations and the General Public |
Peter Taber, Catherine J. Staes, Saifon Phengphoo, Elisa Rocha, Adria Lam, Guilherme Del Fiol, et al. (+2) Saverio M. Maviglia, Roberto A. Rocha |
31 |
[GO] |
2021―Jun―24 |
Face Mask Detection using Deep Learning: An Approach to Reduce Risk of Coronavirus Spread |
Shilpa Sethi, Mamta Kathuria, Trilok Kaushik |
32 |
[GO] |
2021―Jun―19 |
Pulse of the Pandemic: Iterative Topic Filtering for Clinical Information Extraction from Social Media |
Julia Wu, Venkatesh Sivaraman, Dheekshita Kumar, Juan M. Banda, David Sontag |
33 |
[GO] |
2021―May―28 |
Machine learning enabled identification of potential SARS-CoV-2 3CLpro inhibitors based on fixed molecular fingerprints and Graph-CNN neural representations |
Jacek Haneczok, Marcin Delijewski |
34 |
[GO] |
2021―May―27 |
Learning from past respiratory failure patients to triage COVID-19 patient ventilator needs: A multi-institutional study |
Harris Carmichael, Jean Coquet, Ran Sun, Shengtian Sang, Danielle Groat, Steven M. Asch, et al. (+4) Joseph Bledsoe, Ithan D. Peltan, Jason R. Jacobs, Tina Hernandez-Boussard |
35 |
[GO] |
2021―May―20 |
Dynamic deformable attention network (DDANet) for COVID-19 lesions semantic segmentation |
Kumar T. Rajamani, Hanna Siebert, Mattias P. Heinrich |
36 |
[GO] |
2021―May―11 |
Impact of COVID-19 on the outreach strategy of cancer social service agencies in Singapore: A pre-post analysis with Facebook data |
Kieran Ethan Tan, Aravind Sesagiri Raamkumar, Hwee Lin Wee |
37 |
[GO] |
2021―May―07 |
A Scheme for Inferring Viral-Host Associations based on Codon Usage Patterns Identifies the Most Affected Signaling Pathways during COVID-19 |
Jayanta Kumar Das, Subhadip Chakraborty, Swarup Roy |
38 |
[GO] |
2021―May―07 |
An Integrated Framework for Modelling Quantitative Effects of Entry Restrictions and Travel Quarantine on Importation Risk of COVID-19 |
Tiange Chen, Siwan Huang, Guanqiao Li, Yuan Zhang, Ye Li, Jinyi Zhu, et al. (+4) Xuanling Shi, Xiang Li, Guotong Xie, Linqi Zhang |
39 |
[GO] |
2021―Apr―30 |
A predictive model of clinical deterioration among hospitalized COVID-19 patients by harnessing hospital course trajectories |
Elizabeth Mauer, Jihui Lee, Justin Choi, Hongzhe Zhang, Katherine L. Hoffman, Imaani J. Easthausen, et al. (+6) Mangala Rajan, Mark G Weiner, Rainu Kaushal, Monika M. Safford, Peter A. D. Steel, Samprit Banerjee |
40 |
[GO] |
2021―Apr―28 |
Building an OMOP common data model-compliant annotated corpus for COVID-19 clinical trials |
Yingcheng Sun, Alex Butler, Latoya A. Stewart, Hao Liu, Chi Yuan, Christopher T. Southard, et al. (+2) Jae Hyun Kim, Chunhua Weng |
41 |
[GO] |
2021―Apr―26 |
Comparative study of machine learning methods for COVID-19 transmission forecasting |
Abdelkader Dairi, Fouzi Harrou, Abdelhafid Zeroual, Mohamad Mazen Hittawe, Ying Sun |
42 |
[GO] |
2021―Apr―24 |
A compartment modelling approach to reconstruct and analyze gender and age-grouped CoViD-19 Italian data for decision-making strategies |
Alessandra Cartocci, Gabriele Cevenini, Paolo Barbini |
43 |
[GO] |
2021―Apr―22 |
A fusion of data science and feed-forward neural network-based modelling of COVID-19 outbreak forecasting in IRAQ |
Ahmed J. Aljaaf, Thakir M. Mohsin, Dhiya Al-Jumeily, Mohamed Alloghani |
44 |
[GO] |
2021―Apr―21 |
Can Technological Advancements Help to Alleviate COVID-19 Pandemic? A Review |
Mervin Joe Thomas, Vishnu Lal, Ajith Kurian Baby, Muhammad Rabeeh VP, Alosh James, Arun K. Raj |
45 |
[GO] |
2021―Apr―08 |
Phenotyping coronavirus disease 2019 during a global health pandemic: lessons learned from the characterization of an early cohort |
Sarah DeLozier, Lisa Bastarache, Sarah Bland, Melissa McPheeters, Quinn Wells, Eric Farber-Eger, et al. (+7) Cosmin A. Bejan, Daniel Fabbri, Trent Rosenbloom, Dan Roden, Kevin B. Johnson, Wei-Qi Wei, Josh Peterson |
46 |
[GO] |
2021―Mar―30 |
COnVIDa: COVID-19 multidisciplinary data collection and dashboard |
Enrique Tomás Martínez Beltrán, Mario Quiles Pérez, Javier Pastor-Galindo, Pantaleone Nespoli, Félix Jesús García Clemente, Félix Gómez Mármol |
47 |
[GO] |
2021―Mar―30 |
Creating and Implementing a COVID-19 Recruitment Data Mart |
Tara T Helmer, Adam A Lewis, Mark McEver, Francesco Delacqua, Cindy L Pastern, Nan Kennedy, et al. (+3) Terri L Edwards, Beverly O Woodward, Paul A Harris |
48 |
[GO] |
2021―Mar―27 |
Extracting COVID-19 Diagnoses and Symptoms From Clinical Text: A New Annotated Corpus and Neural Event Extraction Framework |
Kevin Lybarger, Mari Ostendorf, Matthew Thompson, Meliha Yetisgen |
49 |
[GO] |
2021―Mar―26 |
ELII: A Novel Inverted Index for Fast Temporal Query, with Application to a Large Covid-19 EHR Dataset |
Yan Huang, Xiaojin Li, Guo-Qiang Zhang |
50 |
[GO] |
2021―Mar―25 |
ConceptWAS: a high-throughput method for early identification of COVID-19 presenting symptoms and characteristics from clinical notes |
Juan Zhao, Monika E Grabowska, Vern Eric Kerchberger, Joshua C. Smith, H. Nur Eken, QiPing Feng, et al. (+4) Josh F. Peterson, S. Trent Rosenbloom, Kevin B. Johnson, Wei-Qi Wei |
51 |
[GO] |
2021―Mar―24 |
Visual analytics of COVID-19 dissemination in São Paulo state, Brazil |
Wilson E. Marcílio-Jr, Danilo M. Eler, Rogério E. Garcia, Ronaldo C.M. Correia, Rafael M.B. Rodrigues |
52 |
[GO] |
2021―Mar―24 |
Machine Learning Research Towards Combating COVID-19: Virus Detection, Spread Prevention, and Medical Assistance |
Osama Shahid, Mohammad Nasajpour, Seyedamin Pouriyeh, Reza M. Parizi, Meng Han, Maria Valero, et al. (+3) Fangyu Li, Mohammed Aledhari, Quan Z. Sheng |
53 |
[GO] |
2021―Mar―20 |
Knowledge discovery from emergency ambulance dispatch during COVID-19: A case study of Nagoya City, Japan |
Essam A. Rashed, Sachiko Kodera, Hidenobu Shirakami, Ryotetsu Kawaguchi, Kazuhiro Watanabe, Akimasa Hirata |
54 |
[GO] |
2021―Mar―10 |
Reservoir Hosts Prediction for COVID-19 by Hybrid Transfer Learning Model |
Yun Yang, Jing Guo, Pei Wang, Yaowei Wang, Minghao Yu, Xiang Wang, et al. (+2) Po Yang, Liang Sun |
55 |
[GO] |
2021―Mar―10 |
Factors influencing mHealth adoption and its impact on mental well-being during COVID-19 pandemic: A SEM-ANN approach |
Mirza Mohammad Didarul Alam, Mohammad Zahedul Alam, Syed Abidur Rahman, Seyedeh Khadijeh Taghizadeh |
56 |
[GO] |
2021―Mar―10 |
IoT-based GPS Assisted Surveillance System with Inter-WBAN Geographic Routing for Pandemic Situations |
Seda Savaşcı Şen, Murtaza Cicioğlu, Ali Çalhan |
57 |
[GO] |
2021―Feb―21 |
Mind the Clinical-Analytic Gap: Electronic Health Records and COVID-19 Pandemic Response |
Sylvia EK Sudat, Sarah C. Robinson, Satish Mudiganti, Aravind Mani, Alice R Pressman |
58 |
[GO] |
2021―Feb―09 |
Epistemic Responsibilities in the COVID-19 Pandemic: Is a Digital Infosphere a Friend or a Foe? |
Ćurković Marko, Košec Andro, Bedeković Roje Marina, Bedeković Vladimir |
59 |
[GO] |
2021―Feb―09 |
Drug Repurposing for COVID-19 via Knowledge Graph Completion |
Rui Zhang, Dimitar Hristovski, Dalton Schutte, Andrej Kastrin, Marcelo Fiszman, Halil Kilicoglu |
60 |
[GO] |
2021―Feb―05 |
Obtaining EHR-derived datasets for COVID-19 research within a short time: a flexible methodology based on Detailed Clinical Models |
Miguel Pedrera Jiménez, Noelia García Barrio, Jaime Cruz Rojo, Ana Isabel Terriza Torres, Elena Ana López Jiménez, Fernando Calvo Boyero, et al. (+7) María Jesús Jiménez Cerezo, Alvar Javier Blanco Martínez, Gustavo Roig Domínguez, Juan Luis Cruz Bermúdez, José Luis Bernal Sobrino, Pablo Serrano Balazote, Adolfo Muñoz Carrero |
61 |
[GO] |
2021―Jan―22 |
Repurposing Biomedical Informaticians for COVID-19 |
Daniel N. Sosa, Binbin Chen, Amit Kaushal, Adam Lavertu, Jake Lever, Stefano Rensi, Russ Altman |
62 |
[GO] |
2020―Dec―13 |
An Aberration Detection-Based Approach for Sentinel Syndromic Surveillance of COVID-19 and Other Novel Influenza-Like Illnesses |
Andrew Wen, Liwei Wang, Huan He, Sijia Liu, Sunyang Fu, Sunghwan Sohn, et al. (+7) Jacob A. Kugel, Vinod C. Kaggal, Ming Huang, Yanshan Wang, Feichen Shen, Jungwei Fan, Hongfang Liu |
63 |
[GO] |
2020―Dec―10 |
A retrospective approach to evaluating potential adverse outcomes associated with delay of procedures for cardiovascular and cancer-related diagnoses in the context of COVID-19 |
Neil S. Zheng, Jeremy L. Warner, Travis J. Osterman, Quinn S. Wells, Xiao-Ou Shu, Stephen A. Deppen, et al. (+9) Seth J. Karp, Shon Dwyer, QiPing Feng, Nancy J. Cox, Josh F. Peterson, C. Michael Stein, Dan M. Roden, Kevin B. Johnson, Wei-Qi Wei |
64 |
[GO] |
2020―Oct―14 |
Defining facets of social distancing during the COVID-19 pandemic: Twitter analysis |
Jiye Kwon, Connor Grady, Josemari T. Feliciano, Samah J. Fodeh |
65 |
[GO] |
2020―Jun―17 |
Call for Papers: Novel Informatics Approaches to COVID-19 Research |
Hua Xu, David Buckeridge, Fei Wang |