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EFMI-STC 2021: Virtual Event / Seville, Spain
- Jaime Delgado, Arriel Benis

, Paula de Toledo, Parisis Gallos, Mauro Giacomini, Alicia Martinez-García, Dario Salvi:
Applying the FAIR Principles to Accelerate Health Research in Europe in the Post COVID-19 Era - Proceedings of the 2021 EFMI Special Topic Conference, EFMI-STC 2021, Virtual Event / Seville, Spain, 22 - 24 November 2021. Studies in Health Technology and Informatics 287, IOS Press 2021, ISBN 978-1-64368-236-5 - Beatriz Martinez-Sanchez

:
Federated Mining of Interesting Association Rules Over EHRs. 3-7 - Marco Luca Sbodio

, Natasha Mulligan, Stefanie Speichert, Vanessa López
, Joao H. Bettencourt-Silva
:
Encoding Health Records into Pathway Representations for Deep Learning. 8-12 - Tetiana Biloborodova

, Inna Skarga-Bandurova
, Mark Koverha, Illia Skarha-Bandurov
, Yelyzaveta Yevsieieva
:
A Learning Framework for Medical Image-Based Intelligent Diagnosis from Imbalanced Datasets. 13-17 - Georgy D. Kopanitsa, Ilia V. Derevitskii

, Daria A. Savitskaya, Sergey V. Kovalchuk:
Assessing Acceptance Level of a Hybrid Clinical Decision Support Systems. 18-22 - Matheus Araújo, Paula van Dommelen, Jaideep Srivastava, Ekaterina Koledova:

A Data-Driven Intervention Framework for Improving Adherence to Growth Hormone Therapy Based on Clustering Analysis and Traffic Light Alerting Systems. 23-27 - Matteo Gabetta, Anna Alloni, Francesca Polce, Giordano Lanzola, Enea Parimbelli, Nicola Barbarini:

Development of a FHIR Layer on Top of the OMOP Common Data Model for the CAPABLE Project. 28-29 - Emanuele Girani, Matteo Gabetta, Anna Alloni, Morena Stuppia, Lucia Sacchi, Nicola Barbarini:

Automatic Data Transfer from OMOP-CDM to REDCap: A Semantically-Enriched Framework. 30-31 - Martijn G. Kersloot, Philip van Damme, Ameen Abu-Hanna, Derk L. Arts, Ronald Cornet:

FAIRification Efforts of Clinical Researchers: The Current State of Affairs. 35-39 - Gleb Danilov, Michael Shifrin, Yulia Strunina, Timur Ishankulov, Timur Zagidullin, Elizaveta Makashova, Igor Pronin, Nikolay Konovalov, Alexander Potapov:

Best Research Practice Implementation: The Experience of the N.N. Burdenko National Medical Research Center of Neurosurgery. 40-44 - Thibault Dhalluin, Marie Ansoborlo, Philippe Rosset, Hervé Thomazeau, Marc Cuggia, Leslie Guillon:

Pilot Study of an e-Cohort to Monitor Adverse Event for Patient with Hip Prostheses from Clinical Data Warehouse. 45-49 - Jaime Delgado, Silvia Llorente:

FAIR Aspects of a Genomic Information Protection and Management System. 50-54 - Anastasia A. Funkner, Dmitrii A. Zhurman, Sergey V. Kovalchuk:

Extraction of Temporal Structures for Clinical Events in Unlabeled Free-Text Electronic Health Records in Russian. 55-56 - Arriel Benis

, Oscar Tamburis:
One Digital Health Is FAIR. 57-58 - Esther Thea Inau

, Reginald Nalugala, William Muhadi Nandwa, Fredrick Obwanda, Antony Wachira, Dagmar Waltemath, Antonio Cartaxo, Atinkut Zeleke:
Investigating the FAIR Equivalency in National Guidance in Health in Kenya. 59-60 - Ines Reinecke

, Michéle Zoch
, Markus Wilhelm, Martin Sedlmayr
, Franziska Bathelt
:
Transfer of Clinical Drug Data to a Research Infrastructure on OMOP - A FAIR Concept. 63-67 - Fabrizio Pecoraro, Daniela Luzi:

Beyond the FAIRness of COVID-19 Data: What about Quality? 68-72 - Sophie Anne Ines Klopfenstein

, Carina Nina Vorisek
, Aliaksandra Shutsko, Moritz Lehne, Julian Sass
, Matthias Löbe, Carsten Oliver Schmidt, Sylvia Thun
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Fast Healthcare Interoperability Resources (FHIR) in a FAIR Metadata Registry for COVID-19 Research. 73-77 - Johannes Darms

, Jörg Henke, Xiaoming Hu, Carsten Oliver Schmidt, Martin Golebiewski, Juliane Fluck
:
Improving the FAIRness of Health Studies in Germany: The German Central Health Study Hub COVID-19. 78-82 - Sara Pizzimenti, Mauro Bucalo, Amedeo Guzzardella

, Eleonora Ferretti, Angelo Caroli, Alberto Zanella, Giacomo Grasselli, Nicola Barbarini, Silvano Bosari:
From EHR to EDC - The Experience at the Policlinico Hospital in Milan. 83-84 - Michael Rusongoza Muzoora

, Marco Schaarschmidt
, Dagmar Krefting
, Johannes Oehm, Sarah Riepenhausen, Sylvia Thun
:
Towards FAIR Patient Reported Outcome: Application of the Interoperability Principle for Mobile Pandemic Apps. 85-86 - Melissa P. Resnick

, Frank LeHouillier, Steven H. Brown, Keith E. Campbell, Diane Montella, Peter L. Elkin:
Automated Modeling of Clinical Narrative with High Definition Natural Language Processing Using Solor and Analysis Normal Form. 89-93 - Martin Courtois

, Alexandre Filiot, Grégoire Ficheur:
Distribution-Based Similarity Measures Applied to Laboratory Results Matching. 94-98 - Vassilis Kilintzis, Vasileios C. Alexandropoulos, Nikolaos Beredimas, Nicos Maglaveras:

A Methodology for an Auto-Generated and Auto-Maintained HL7 FHIR OWL Ontology for Health Data Management. 99-103 - Shuxin Zhang

, Nirupama Benis, Ronald Cornet:
Assessing Resolvability and Consistency in OBO Foundry Ontologies: Pilot Study. 104-108 - Kirill Borziak, Irena Parvanova, Joseph Finkelstein:

Intelligent Integrative Platform for Sharing Heterogenuous Stem Cell Research Data. 109-113 - Norbert Maggi

, Ariam Boaglio, Carmelina Ruggiero, Roberto Fancellu
, Francesco Cocchiara, Domenico Coviello, Deborah Capanna, Mauro Giacomini
:
Interoperability Standards for Data Sharing as a Basis to Fill in a Tailored EHR for Undiagnosed Rare Diseases. 114-118 - Roberta Gazzarata

, Norbert Maggi
, Luca Douglas Magnoni, Maria Eugenia Monteverde
, Carmelina Ruggiero, Mauro Giacomini
:
Semantics Management for a Regional Health Information System in Italy by CTS2 and FHIR. 119-123 - Matthias Löbe:

What Metadata? Defining Different Types of Digital Assets as Application Targets of Metadata in Clinical Research Informatics. 124-125 - Miguel Pedrera-Jiménez

, Noelia Garcia, Paula Rubio-Mayo, Juan Luis Cruz-Bermúdez, José Luis Bernal
, Pablo Serrano
:
Making EHRs Reusable: A Common Framework of Data Operations. 129-133 - John Meredith, Nik Whitehead, Michael Dacey:

Utilising the FOXS Stack for FAIR Architected Data Access. 134-138 - Niklas Reimer

, Philipp Unberath, Hauke Busch, Melanie Börries, Patrick Metzger
, Arsenij Ustjanzew
, Christopher Renner, Hans-Ulrich Prokosch, Jan Christoph:
Challenges and Experiences Extending the cBioPortal for Cancer Genomics to a Molecular Tumor Board Platform. 139-143 - My-Anh Le Thien, Akram Redjdal

, Jacques Bouaud, Brigitte Séroussi
:
Deep Learning, a Not so Magical Problem Solver: A Case Study with Predicting the Complexity of Breast Cancer Cases. 144-148 - Oleg G. Metsker, Georgy D. Kopanitsa:

Influence of Healthcare Organization Factors on Cardiovascular Diseases Mortality. 149-152 - Akram Redjdal

, Jacques Bouaud, Joseph Gligorov, Brigitte Séroussi
:
Are Semantic Annotators Able to Extract Relevant Complexity-Related Concepts from Clinical Notes? 153-157 - Konstantinos Karitis

, Parisis Gallos, Ioannis S. Triantafyllou, Vassilis P. Plagianakos:
Chios Hospital Information System Assessment. 158-162 - Heini Utunen

, Ngouille Ndiaye, Lama Mattar
, Paula Christen
, Oliver Stucke, Gaya Gamhewage:
Changes in Users Trends Before and During the COVID-19 Pandemic on WHO's Online Learning Platform. 163-164 - Chad A. Melton, Olufunto A. Olusanya, Arash Shaban-Nejad

:
Network Analysis of COVID-19 Vaccine Misinformation on Social Media. 165-166 - George Agriodimos, Parisis Gallos, Sotiris K. Tasoulis, Ioannis Anagnostopoulos:

An Online Information Tool for Diabetic Retinopathy. 167-168

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