Rezultaty Documents, reports (11) Validated set of business models A report on the business model development process the decision to move forward with a set of business models to maintain the consortium and the preferred set of business models Report on dockerization of RadiomiX A document scoping and specifying the containerization of the solution Report on ethical approval and informed consent for the secondary use of data from the Remdesivir clinical trial Report on ethical approval and informed consent for the secondary use of data from the Remdesivir clinical tria Sustainability plan A collaboratively developed plan that includes an overall business plan and plans for the maintenanceexploitation of individual assets RRI Charter A 2-3 page charter based on the 6 RRI principles: 1) public engagement; 2) gender equality; 3) science education; 4) open access; 5) ethics; 6) governance. Patient decision aid App submission Patient decision aid App submission file for approval to the EMEA FDA authorities Report on different stakeholder perspectives A report based upon an interactive role playing session where different stakeholders gain insights to other perspectives with a focus on topics around triage resource allocation and precision medicine Guide to fast track AI enhanced clinical studies for viral pandemics A set of best practices and process for delivering fast track clinical studies to accelerate innovation for the management of viral pandemics Report on status of posting bronchoalveolar lavage and aerosol results A report on status of posting results for the fast track clinical trial Report on virtual meeting with the other SARS-CoV2 projects Report on virtual meeting with the other SARS-CoV2 projects funded under the H2020-JTI-IMI2-2020-21-single-stage call to identify synergies and areas for collaboration Project Charter A document that will explain the policies and procedures within the project as well as communication channels and expectations. Other (4) Initial knowledge graph based upon existing knowledge A knowledge graph produced by systematic review of existing knowledge and the landscape of new therapeutic development that can be used to support decision making and the explainability of the analysis. Clinical nomograms A set of graphical calculation tools that will allow for risk assessment and clinical decision making. These will form a rapid output that can be put to use in the short term and help build up knowledge and a stakeholder community to support the development of an electronic decision support system. Knowledge base A database of risks, issues, opportunities and intellectual property rights (IPR) scans. Risks and issues will include the dialogue that took place in the Project Integration Team and their mitigation or resolution. Opportunities will include a description and an outline of the initial decision to pursue an opportunity and an outline of a plan. Citizen and patient stakeholder advisory group A group that represents the patient stakeholder perspective and that will be integrated into the working groups of the consortium assuring that the patient perspective and patient empowerment remains central to the approach of this consortium. Websites, patent fillings, videos etc. (4) Dissemination materials to promote in the community Messaging web page and articles Dissemination and communication plan The dissemination and communications plan outlined in section 22 expanding to include specifics of the dissemination campaigns Publication policy A policy that defines the process of publication and the procedures for deciding authorship Initial dissemination materials A set of dissemination materials for use to develop the website slide presentations etc Open Research Data Pilot (1) Data management plan A data management plan that defines the different data types the plans for making data FAIR and for protecting privacy This document will be maintained and updated throughout the project Publikacje Peer reviewed articles (16) Development and Validation of an Automated Radiomic CT Signature for Detecting COVID-19 Autorzy: 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, Pierre Lovinfosse Opublikowane w: Diagnostics, Numer 11/1, 2021, Strona(/y) 41, ISSN 2075-4418 Wydawca: MDPI DOI: 10.3390/diagnostics11010041 An externally validated fully automated deep learning algorithm to classify COVID-19 and other pneumonias on chest CT Autorzy: Akshayaa Vaidyanathan, Julien Guiot, Fadila Zerka, Flore Belmans, Ingrid Van Peufflik, Louis Deprez, Denis Danthine, Gregory Canivet, Philippe Lambin, Sean Walsh, Mariaelena Occchipinti, Paul Meunier, Wim Vos, Pierre Lovinfosse, Ralph T.H. Leijenaar Opublikowane w: ERJ Open Research, Numer 8(2), 2022, Strona(/y) 579-2021, ISSN 2312-0541 Wydawca: ERJ Open Research DOI: 10.1183/23120541.00579-2021 Privacy preserving distributed learning classifiers – Sequential learning with small sets of data Autorzy: 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 Opublikowane w: Computers in Biology and Medicine, Numer 136, 2021, Strona(/y) 104716, ISSN 0010-4825 Wydawca: Pergamon Press Ltd. DOI: 10.1016/j.compbiomed.2021.104716 Doubts and concerns about COVID-19 uncertainties on imaging data, clinical score, and outcomes Autorzy: Cosimo Nardi, Andrea Magnini, Linda Calistri Edoardo Cavigli , Anna Julie Peired, Vieri Rastrelli , Edoardo Carlesi , Giulia Zantonelli , Olga Smorchkova, Lorenzo Cinci , Martina Orlandi , Nicholas Landini , Edoardo Berillo , Chiara Lorini , Jessica Mencarini , Maria Grazia Colao , Leonardo Gori , Valentina Luzzi , Chiara Lazzeri , Elisa Cipriani , Manuela Bonizzoli , Filippo Pieralli, Carlo Nozz Opublikowane w: BMC Pulm Med, Numer Nov 25;23(1):472, 2023, ISSN 1471-2466 Wydawca: BioMed Central DOI: 10.1186/s12890-023-02763-3 Automatized lung disease quantification in patients with COVID-19 as a predictive tool to assess hospitalization severity Autorzy: Julien Guiot, Nathalie Maes, Marie Winandy, Monique Henket, Benoit Ernst, Marie Thys, Anne-Noelle Frix, Philippe Morimont, Anne-Françoise Rousseau, Perrine Canivet, Renaud Louis, Benoît Misset, Paul Meunier, Jean-Paul Charbonnier and Bernard Lambermont Opublikowane w: Frontiers in Medicine, Numer Vol 9, 2022, ISSN 2296-858X Wydawca: Frontiers Media S.A. DOI: 10.3389/fmed.2022.930055 Can predicting COVID-19 mortality in a European cohort using only demographic and comorbidity data surpass age-based prediction: An externally validated study Autorzy: 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, Renée Douma, Auke C. Reidinga, Martijn D. de Kruif, Julien Guiot, Anne-Noelle Frix, Renaud Louis, Michel Moutschen, Pierre Lovinfosse, Opublikowane w: PLOS ONE, Numer 16/4, 2021, Strona(/y) e0249920, ISSN 1932-6203 Wydawca: Public Library of Science DOI: 10.1371/journal.pone.0249920 The SARS-CoV-2 viral load in COVID-19 patients is lower on face mask filters than on nasopharyngeal swabs Autorzy: 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 Opublikowane w: Scientific Reports, Numer 11/1, 2021, ISSN 2045-2322 Wydawca: Nature Publishing Group DOI: 10.1038/s41598-021-92665-3 Accuracy of the multidisciplinary diagnosis of COVID-19 in patients with negative nasopharyngeal swabs RT-PCR, evaluated using BAL as diagnostic gold standard Autorzy: 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 Opublikowane w: European Respiratory Journal, Numer 58, 2021, ISSN 0903-1936 Wydawca: European Respiratory Society DOI: 10.1183/13993003.congress-2021.pa840 Limitations of Only Reporting the Odds Ratio in the Age of Precision Medicine: A Deterministic Simulation Study Autorzy: Avishek Chatterjee, Henry Woodruff, Guangyao Wu, Philippe Lambin Opublikowane w: Frontiers in Medicine, Numer 8, 2021, ISSN 2296-858X Wydawca: Frontiers in Medicine DOI: 10.3389/fmed.2021.640854 The Role of Imaging in the Detection of Non-COVID-19 Pathologies during the Massive Screening of the First Pandemic Wave Autorzy: Perrine Canivet, Colin Desir, Marie Thys, Monique Henket, Anne-Noëlle Frix, Benoit Ernst, Sean Walsh, Mariaelena Occhipinti, Wim Vos, Nathalie Maes, Jean Luc Canivet, Renaud Louis, Paul Meunier and Julien Guiot Opublikowane w: Diagnostics, Numer 12(7), 2022, ISSN 2075-4418 Wydawca: MDPI DOI: 10.3390/diagnostics12071567 Knowledge Graphs for COVID-19: An Exploratory Review of the Current Landscape Autorzy: Avishek Chatterjee, Cosimo Nardi, Cary Oberije, Philippe Lambin Opublikowane w: Journal of Personalized Medicine, Numer 11/4, 2021, Strona(/y) 300, ISSN 2075-4426 Wydawca: MDPI DOI: 10.3390/jpm11040300 Utility of bronchoalveolar lavage for COVID-19: a perspective from the Dragon consortium Autorzy: Sara Tomassetti, Luca Ciani, Valentina Luzzi, Leonardo Gori, Marco Trigiani, Leonardo Giuntoli, Federico Lavorini, Venerino Poletti, Claudia Ravaglia, Alfons Torrego, Fabien Maldonado, Robert Lentz, Francesco Annunziato, Laura Maggi, Gian Maria Rossolini, Simona Pollini, Ombretta Para , Greta Ciurleo, Alessandro Casini, Laura Rasero, Alessandro Bartoloni, Michele Spinicci, Mohammed Munavvar, Stefa Opublikowane w: Front Med (Lausanne), Numer 024 Feb 2:11:1259570, 2024, ISSN 2296-858X Wydawca: Frontiers DOI: 10.3389/fmed.2024.1259570 Deep learning architecture for the classification of COVID-19 and others pneumonias sources on lung CT imaging Autorzy: 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 Opublikowane w: European Respiratory Journal, 2021, ISSN 0903-1936 Wydawca: European Respiratory Society DOI: 10.1183/13993003.congress-2021.oa1561 Prediction of outcome in COVID-19 patients based on clinical and radiomics chest CT data Autorzy: 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, Opublikowane w: European Respiratory Journal, 2021, ISSN 0903-1936 Wydawca: European Respiratory Society DOI: 10.1183/13993003.congress-2021.pa361 Improving and Externally Validating Mortality Prediction Models for COVID-19 Using Publicly Available Data Autorzy: Avishek Chatterjee, Guus Wilmink, Henry Woodruff and Philippe Lambin Opublikowane w: BioMed, 2022, Strona(/y) 13-26, ISSN 2078-2489 Wydawca: Multidisciplinary Digital Publishing Institute (MDPI) DOI: 10.3390/biomed2010002 Data harmonisation for information fusion in digital healthcare: A state-of-the-art systematic review, meta-analysis and future research directions Autorzy: Yang Nan, Javier Del Ser, Simon Walsh, Carola Schonlieb, Michael Roberts, Ian Selby, Kit Howard, John Owen, Jon Neville, Julien Guiot, Benoit Ernst, Ana Pastor, Angel Alberich-Bayarri, Marion I. Menzel, Sean Walsh, Wim Vos, Nina Flerin, Jean-Paul Charbonnier, Eva van Rikxoort, Avishek Chatterjee, Henry Woodruff, Philippe Lambin, Leonor Cerda-Alberich, Luis Martí-Bonmatí, Francisco Herrera, Guang Opublikowane w: Information Fusion, Numer 82, 2022, Strona(/y) 99-122, ISSN 1566-2535 Wydawca: Elsevier BV DOI: 10.1016/j.inffus.2022.01.001 Other (1) Covid19Risk.ai: An open source repository and online calculator of prediction models for early diagnosis and prognosis of Covid-19 Autorzy: View ORCID ProfileIva Halilaj, Avishek Chatterjee, Yvonka van Wijk, Guangyao Wu, Brice van Eeckhout, Cary Oberije, Philippe Lambin Opublikowane w: bioRxiv, 2021 Wydawca: Cold spring harbor laboratory DOI: 10.1101/2021.01.05.425384 Wyszukiwanie danych OpenAIRE... Podczas wyszukiwania danych OpenAIRE wystąpił błąd Brak wyników
