Publications - DRAGON

https://www.mdpi.com/2673-8430/2/1/2/htm

Improving and Externally Validating Mortality Prediction Models for COVID-19 Using Publicly Available Data

Authors: Avishek Chatterjee, Guus Wilmink, Henry Woodruff, and Philippe Lambin

Publication type: Academic Publication

Published: 2022

https://erj.ersjournals.com/content/58/suppl_65/PA840

Accuracy of the multidisciplinary diagnosis of COVID-19 in patients with negative nasopharyngeal swabs RT-PCR, evaluated using BAL as diagnostic gold standard

Authors: Sara Tomassetti, Valentina Luzzi, Giulia Biadene, Guja Bernacchi, Leonardo Gori, Sonia Bambina, Marco De Martino, Edoardo Cavigli, Diletta Cozzi, Vittorio Miele, Gianmaria Rossolini, Simona Pollini, Cosimo Nardi, Anna Peired, Alessandro Morettini, Carlo Nozzoli, Adriana Poggesi, Lorenzo Menicacci, Valentina Scotti, Giogia Falchetti, Elias Romano, Ombretta Para, Lorenzo Caruso, Federico Lavorini

Publication type: Academic Publication

Published: 2021

https://erj.ersjournals.com/content/58/suppl_65/PA361

Prediction of outcome in COVID-19 patients based on clinical and radiomics chest CT data

Authors: Julien Guiot, Akshayaa Vaidyanathan, Fadila Zerka, Louis Deprez, Denis Danthine, Anne-Noëlle Frix, Fabio Bottari, Monique Henket, Stephane Mathieu, Philippe Lambin, Sean Walsh, Mariaelena Occhipinti, Benoit Misset, Louis Renard, Paul Meunier, Wim Vos, Ralph T.H. Leijenaar, Pierre Lovinfosse

Publication type: Academic Publication

Published: 2021

https://erj.ersjournals.com/content/58/suppl_65/OA1561

Deep learning architecture for the classification of COVID-19 and others pneumonias sources on lung CT imaging

Authors: Akshayaa Vaidyanathan, Julien Guiot, Fadila Zerka, Louis Deprez, Denis Danthine, Fabio Bottari, Gregory Canivet, Philippe Lambin, Sean Walsh, Mariaelena Occhipinti, Paul Meunier, Wim Vos, Pierre Lovinfosse, Ralph T.H. Leijenaar,

Publication type: Academic Publication

Published: 2021

https://europeanlung.org/wp-content/uploads/2021/09/biomed-01-00003.pdf

Covid19Risk.ai: An Open Source Repository and Online Calculator of Prediction Models for Early Diagnosis and Prognosis of Covid-19

Authors: Iva Halilaj, Avishek Chatterjee, Yvonka van Wijk, Guangyao Wu, Brice van Eeckhout, Cary Oberije and Philippe Lambin

Publication type: Academic Publication

Published: 2021

https://europeanlung.org/wp-content/uploads/2021/09/1-s2.0-S0010482521005102-main.pdf

Privacy preserving distributed learning classifiers – Sequential learning with small sets of data

Authors: Fadila Zerka, Visara Urovi, Fabio Bottari, Ralph T.H. Leijenaar, Sean Walsh, Hanif Gabrani-Juma, Martin Gueuning, Akshayaa Vaidyanathan, Wim Vos, Mariaelena Occhipinti, Henry C. Woodruff, Michel Dumontier, Philippe Lambin

Publication type: Academic Publication

Published: 2021

https://europeanlung.org/wp-content/uploads/2021/08/Smolinska_et_al._Scientific_reports_2021.pdf

COVID-19

The SARS‑CoV‑2 viral load in COVID‑19 patients is lower on face mask filters than on nasopharyngeal swabs

Authors: Agnieszka Smolinska, David S. Jessop, Kirk L. Pappan, Alexandra De Saedeleer, Amerjit Kang, Alexandra L. Martin, Max Allsworth, Charlotte Tyson, Martine P. Bos, Matt Clancy, Mike Morel, Tony Cooke, Tom Dymond, Claire Harris, Jacqui Galloway, Paul Bresser, Nynke Dijkstra, Viresh Jagesar, Paul H. M. Savelkoul, Erik V. H. Beuken, Wesley H. V. Nix, Renaud Louis, Muriel Delvaux, Doriane Calmes, Benoit Ernst, Simona Pollini, Anna Peired, Julien Guiot, Sara Tomassetti, Andries E. Budding, Frank McCaughan, Stefan J. Marciniak & Marc P. van der Schee

Publication type: Academic Publication

Published: 2021

http://europeanlung.org/wp-content/uploads/2021/06/Chatterjee_et_al._Frontiers_in_medicine_2021.pdf

Limitations of Only Reporting the Odds Ratio in the Age of Precision Medicine: A Deterministic Simulation Study

Authors: Avishek Chatterjee, Henry Woodruff, Guangyao Wu and Philippe Lambin

Publication type: Academic Publication

Published: 2021

http://europeanlung.org/wp-content/uploads/2021/06/jpm-11-00300-v2-1.pdf

Knowledge Graphs for COVID-19: An Exploratory Review of the Current Landscape

Authors: Avishek Chatterjee, Cosimo Nardi, Cary Oberije and Philippe Lambin

Publication type: Academic Publication

Published: 2021

http://europeanlung.org/wp-content/uploads/2021/06/journal.pone_.0249920.pdf

Can predicting COVID-19 mortality in a European cohort using only demographic and comorbidity data surpass age-based prediction: An externally validated study

Authors: Avishek Chatterjee, Guangyao Wu, Sergey Primakov, Cary Oberije, Henry Woodruff, Pieter Kubben, Ronald Henry, Marcel J. H. Aries, Martijn Beudel, Peter G. Noordzij, Tom Dormans, Niels C. Gritters van den Oever, Joop P. van den Bergh, Caroline E. Wyers, Suat Simsek, Rene ́e Douma, Auke C. Reidinga, Martijn D. de Kruif, Julien Guiot, Anne-Noelle Frix, Renaud Louis, Michel Moutschen, Pierre Lovinfosse, Philippe Lambin

Publication type: Academic Publication

Published: 2021

http://europeanlung.org/wp-content/uploads/2021/06/IMI2_DRAGON_WP2_D2.1.pdf

D2.1 Citizen and patient stakeholder advisory group

Publication type: Project Deliverable

Published: 2020

http://europeanlung.org/wp-content/uploads/2021/06/IMI2_DRAGON_WP8_D8.1.pdf

D8.1 Report on ethical approval and informed consent for the secondary use of data from the Remdesivir clinical trial

Publication type: Project Deliverable

Published: 2020

http://europeanlung.org/wp-content/uploads/2021/06/IMI2_DRAGON_WP6_D6.1.pdf

D6.1 Clinical nomograms

Publication type: Project Deliverable

Published: 2020

http://europeanlung.org/dragon/wp-content/uploads/sites/3/2021/04/diagnostics-11-00041.pdf

Development and Validation of an Automated Radiomic CT Signature for Detecting COVID-19

Authors: Julien Guiot, Akshayaa Vaidyanathan, Louis Deprez, Fadila Zerka, Denis Danthine, Anne-Noëlle Frix, Marie Thys, Monique Henket, Gregory Canivet, Stephane Mathieu, Evanthia Eftaxia,Philippe Lambin, Nathan Tsoutzidis, Benjamin Miraglio, Sean Walsh, Michel Moutschen, Renaud Louis,Paul Meunier, Wim Vos, Ralph T. H. Leijenaar, and Pierre Lovinfosse

Publication type: Academic Publication

Published: 2020