An EU-Canada joint infrastructure for next-generation multi-Study Heart research

Rezultaty

Final documentation module
Awareness campaigns and consensus building
Policy “Points to Consider” tool to guide research projects, policy makers

Policy Points to Consider tool to guide research projects policy makers

Integrated euCanSHare computational infrastructure
Results of target discovery study
Feedback report on assessment of platform usage
Comparative cross-mapping table detailing which participating cohorts are compliant with euCanSHare requirements

Comparative crossmapping table detailing which participating cohorts are compliant with euCanSHare requirements

Policy points regarding the incentives mechanisms for data sharing technologies
euCanSHare's dissemination events

euCanSHares dissemination events

Guidelines and protocol for data deposition
Data Access Committee Portal prototype
Data distribution protocols and interfaces
Atrial fibrillation use case in collaboration with the HealthyCloud project

In this task we will develop a machine learning pipeline for predictive modelling of atrial fibrillation by integrating imaging electrocardiography biomarkers and other phenotypic data The use case will be initially implemented with research data from the euCanSHare platform Furthermore in collaboration with the HealthyCloud project where the technical specifications for a similar use case based on health data will be gathered the work will be extended by interrogating additional datasets from clinical registries The encountered obstacles will be used to improve the final version of the euCanSHare platform as well as to support the definition of the HealthyCloud roadmap

Recommended metadata standards
Template smart contact to streamline data access and sharing process
Results of interview study with researchers regarding blockchain technology for data sharing
Results of public health study
Report on the implementation of raw data access protocols
Initial Infrastructure framework and documentation

Bioinformatics toolbox
Data quality control tool
Cardiac image analyser
Opal software integration to euCanSHare
Mica-powered catalogue populated with euCanSHare metadata

Micapowered catalogue populated with euCanSHare metadata

Machine learning toolbox
Project website

Data Management Plan v1
Data Management Plan v2

Prototype of blockchain technology

Publikacje

Credit and Recognition for Contributions to Data-Sharing Platforms Among Cohort Holders and Platform Developers in Europe: Interview Study.

Autorzy: Devriendt, T., Shabani, M., Borry, P.
Opublikowane w: Journal of Medical Internet Research, 2022, ISSN 1439-4456
Wydawca: JMIR Publications Inc.
DOI: 10.2196/25983

Variation in left ventricular cardiac magnetic resonance normal reference ranges: systematic review and meta-analysis

Autorzy: Zahra Raisi-Estabragh, Asmaa A M Kenawy, Nay Aung, Jackie Cooper, Patricia B Munroe, Nicholas C Harvey, Steffen E Petersen, Mohammed Y Khanji
Opublikowane w: European Heart Journal - Cardiovascular Imaging, 2021, ISSN 2047-2404
Wydawca: Oxford University Press
DOI: 10.1093/ehjci/jeaa089

Artificial Intelligence and Cardiovascular Magnetic Resonance Imaging in Myocardial Infarction Patients

Autorzy: Jun Hua Chong, Musa Abdulkareem, Steffen E. Petersen, Mohammed Y. Khanji
Opublikowane w: Current Problems in Cardiology, 2022, ISSN 0146-2806
Wydawca: Mosby Inc.
DOI: 10.1016/j.cpcardiol.2022.101330

New Imaging Signatures of Cardiac Alterations in Ischaemic Heart Disease and Cerebrovascular Disease Using CMR Radiomics

Autorzy: Elisa Rauseo, Cristian Izquierdo Morcillo, Zahra Raisi-Estabragh, Polyxeni Gkontra, Nay Aung, Karim Lekadir and Steffen E. Petersen
Opublikowane w: Frontiers in Cardiovascular Medicine, 2021, ISSN 2297-055X
Wydawca: Frontiers Media S.A.
DOI: 10.3389/fcvm.2021.716577

Repeatability of Cardiac Magnetic Resonance Radiomics: A Multi-Centre Multi-Vendor Test-Retest Study

Autorzy: Zahra Raisi-Estabragh, Polyxeni Gkontra, Akshay Jaggi, Jackie Cooper1, João Augusto, Anish N. Bhuva, Rhodri H. Davies, Charlotte H. Manisty, James C. Moon, Patricia B. Munroe, Nicholas C. Harvey, Karim Lekadir, Steffen E. Petersen
Opublikowane w: Frontiers in Cardiovascular Medicine, 2020, ISSN 2297-055X
Wydawca: Frontiers Media S.A.
DOI: 10.3389/fcvm.2020.586236

Age, sex and disease-specific associations between resting heart rate and cardiovascular mortality in the UK BIOBANK.

Autorzy: Zahra Raisi-Estabragh; Zahra Raisi-Estabragh; Jackie A. Cooper; Jackie A. Cooper; Rebekah Judge; Mohammed Y Khanji; Mohammed Y Khanji; Patricia B. Munroe; Cyrus Cooper; Cyrus Cooper; Nicholas C. Harvey; Steffen E. Petersen; Steffen E. Petersen
Opublikowane w: PLoS ONE, Numer 12, 2020, ISSN 1932-6203
Wydawca: Public Library of Science
DOI: 10.1371/journal.pone.0233898

Generalizable Framework for Atrial Volume Estimation for Cardiac CT Images Using Deep Learning With Quality Control Assessment

Autorzy: Musa Abdulkareem, Mark S. Brahier, Fengwei Zou, Alexandra Taylor, Athanasios Thomaides, Peter J. Bergquist, Monvadi B. Srichai, Aaron M. Lee, Jose D. Vargas and Steffen E. Petersen
Opublikowane w: Frontiers in Cardiovascular Medicine, 2022, ISSN 2297-055X
Wydawca: Frontiers Media S.A.
DOI: 10.3389/fcvm.2022.822269

Associations of Meat and Fish Consumption With Conventional and Radiomics Cardiovascular Magnetic Resonance Phenotypes in the UK Biobank

Autorzy: Zahra Raisi-Estabragh; Zahra Raisi-Estabragh; Celeste McCracken; Polyxeni Gkontra; Akshay Jaggi; Maddalena Ardissino; Jackie Cooper; Luca Biasiolli; Nay Aung; Nay Aung; Stefan K. Piechnik; Stefan Neubauer; Patricia B. Munroe; Karim Lekadir; Nicholas C. Harvey; Nicholas C. Harvey; Steffen E. Petersen; Steffen E. Petersen
Opublikowane w: Frontiers in Cardiovascular Medicine, Numer 5, 2021, ISSN 2297-055X
Wydawca: Frontiers Media S.A.
DOI: 10.3389/fcvm.2021.667849

Exploring the incremental utility of circulating biomarkers for robust risk prediction of incident atrial fibrillation in European cohorts using regressions and modern machine learning methods

Autorzy: Toprak B, Brandt S, Brederecke J, Gianfagna F, Vishram-Nielsen JKK, Ojeda FM, Costanzo S, Börschel CS, Söderberg S, Katsoularis I, Camen S, Vartiainen E, Donati MB, Kontto J, Bobak M, Mathiesen EB, Linneberg A, Koenig W, Løchen ML, Di Castelnuovo A, Blankenberg S, de Gaetano G, Kuulasmaa K, Salomaa V, Iacoviello L, Niiranen T, Zeller T, Schnabel RB.
Opublikowane w: EP Europace, 2023, ISSN 1099-5129
Wydawca: Oxford University Press
DOI: 10.1093/europace/euac260

Quantification of Epicardial Adipose Tissue Volume and Attenuation for Cardiac CT Scans Using Deep Learning in a Single Multi-Task Framework

Autorzy: Musa Abdulkareem, Mark S. Brahier, Fengwei Zou, Elisa Rauseo, Ijeoma Uchegbu, Alexandra Taylor, Athanasios Thomaides, Peter J. Bergquist, Monvadi B. Srichai, Aaron M. Lee, Jose D. Vargas, Steffen E Petersen
Opublikowane w: Reviews in Cardiovascular Medicine, 2022, ISSN 1530-6550
Wydawca: MedReviews
DOI: 10.31083/j.rcm2312412

Atrial fibrillation prediction by combining ECG markers and CMR radiomics

Autorzy: Pujadas ER, Raisi-Estabragh Z, Szabo L, Morcillo CI, Campello VM, Martin-Isla C, Vago H, Merkely B, Harvey NC, Petersen SE, Lekadir K.
Opublikowane w: Scientific Reports, 2022, ISSN 2045-2322
Wydawca: Nature Publishing Group
DOI: 10.1038/s41598-022-21663-w

Data Sharing in Biomedical Sciences: A Systematic Review of Incentives

Autorzy: Thijs Devriendt, Mahsa Shabani , Pascal Borry
Opublikowane w: Biopreservation and Biobanking, 2021, Strona(/y) 219-227, ISSN 1947-5535
Wydawca: Mary Ann Liebert Inc.
DOI: 10.1089/bio.2020.0037

Radiomics Signatures of Cardiovascular Risk Factors in Cardiac MRI: Results From the UK Biobank.

Autorzy: Irem Cetin; Zahra Raisi-Estabragh; Zahra Raisi-Estabragh; Steffen E. Petersen; Steffen E. Petersen; Sandy Napel; Stefan K. Piechnik; Stefan Neubauer; Miguel Ángel González Ballester; Miguel Ángel González Ballester; Oscar Camara; Karim Lekadir
Opublikowane w: Frontiers in Cardiovascular Medicine, Numer 11, 2020, ISSN 2297-055X
Wydawca: Frontiers Media S.A.
DOI: 10.3389/fcvm.2020.591368

Influence of geographical latitude on vitamin D status: cross-sectional results from the BiomarCaRE consortium

Autorzy: Oskarsson V, Eliasson M, Salomaa V, Reinikainen J, Männistö S, Palmieri L, Donfrancesco C, Sans S, Costanzo S, de Gaetano G, Iacoviello L, Veronesi G, Ferrario MM, Padro T, Thorand B, Huth C, Zeller T, Blankenberg S, Anderson AS, Tunstall-Pedoe H, Kuulasmaa K, Söderberg S; BiomarCaRE investigators.
Opublikowane w: British Journal of Nutrition, 2022, ISSN 0007-1145
Wydawca: CABI Publishing
DOI: 10.1017/s0007114521005080

Facilitating harmonized data quality assessments. A data quality framework for observational health research data collections with software implementations in R

Autorzy: Carsten Oliver Schmidt, Stephan Struckmann, Cornelia Enzenbach, Achim Reineke, Jürgen Stausberg, Stefan Damerow, Marianne Huebner, Börge Schmidt, Willi Sauerbrei & Adrian Richter
Opublikowane w: BMC Medical Research Methodology, 2021, ISSN 1471-2288
Wydawca: BioMed Central
DOI: 10.1186/s12874-021-01252-7

Data sharing platforms and the academic evaluation system.

Autorzy: Thijs Devriendt; Mahsa Shabani; Pascal Borry
Opublikowane w: EMBO Reports, Numer 8, 2020, ISSN 1469-221X
Wydawca: Nature Publishing Group
DOI: 10.15252/embr.202050690

Associations of the vasoactive peptides CT-proET-1 and MR-proADM with incident type 2 diabetes: results from the BiomarCaRE Consortium

Autorzy: Sujana C, Salomaa V, Kee F, Seissler J, Jousilahti P, Neville C, Then C, Koenig W, Kuulasmaa K, Reinikainen J, Blankenberg S, Zeller T, Herder C, Mansmann U, Peters A,
Opublikowane w: Cardiovascular Diabetology, 2022, ISSN 1475-2840
Wydawca: BioMed Central
DOI: 10.1186/s12933-022-01513-9

Women With Diabetes Are at Increased Relative Risk of Heart Failure Compared to Men: Insights From UK Biobank

Autorzy: Sucharitha Chadalavada, Magnus T. Jensen, Nay Aung, Jackie Cooper, Karim Lekadir, Patricia B. Munroe, Steffen E. Petersen
Opublikowane w: Frontiers in Cardiovascular Medicine, 2021, ISSN 2297-055X
Wydawca: Frontiers Media S.A.
DOI: 10.3389/fcvm.2021.658726

The role of obesity-related cardiovascular remodelling in mediating incident cardiovascular outcomes: a population-based observational study

Autorzy: Liliana Szabo, Celeste McCracken, Jackie Cooper, Oliver J Rider, Hajnalka Vago, Bela Merkely, Nicholas C Harvey, Stefan Neubauer, Steffen E Petersen, Zahra Raisi-Estabragh
Opublikowane w: European Heart Journal - Cardiovascular Imaging, 2023, ISSN 2047-2404
Wydawca: Oxford University Press
DOI: 10.1093/ehjci/jeac270

The Impact of Maternal Obesity on Offspring Cardiovascular Health: A Systematic Literature Review

Autorzy: Lois Kankowski, Maddalena Ardissino, Celeste McCracken, Adam J. Lewandowski, Paul Leeson, Stefan Neubauer, Nicholas C. Harvey, Steffen E. Petersen and Zahra Raisi-Estabragh
Opublikowane w: Frontiers in Endocrinology, 2022, ISSN 1664-2392
Wydawca: Frontiers Media S.A.
DOI: 10.3389/fendo.2022.868441

Differential Diagnosis and Molecular Stratification of Gastrointestinal Stromal Tumors on CT Images Using a Radiomics Approach

Autorzy: Martijn P. A. Starmans, Milea J. M. Timbergen, Melissa Vos, Michel Renckens, Dirk J. Grünhagen, Geert J. L. H. van Leenders, Roy S. Dwarkasing, François E. J. A. Willemssen, Wiro J. Niessen, Cornelis Verhoef, Stefan Sleijfer, Jacob J. Visser, Stefan Klein
Opublikowane w: Journal of Digital Imaging, 2022, ISSN 1618-727X
Wydawca: Springer New York
DOI: 10.1007/s10278-022-00590-2

Clinician's guide to trustworthy and responsible artificial intelligence in cardiovascular imaging

Autorzy: Liliana Szabo, Zahra Raisi-Estabragh, Ahmed Salih, Celeste McCracken, Esmeralda Ruiz Pujadas, Polyxeni Gkontra, Mate Kiss, Pal Maurovich-Horvath, Hajnalka Vago, Bela Merkely, Aaron M. Lee, Karim Lekadir and Steffen E. Petersen
Opublikowane w: Frontiers in Cardiovascular Medicine, 2022, ISSN 2297-055X
Wydawca: Frontiers Media S.A.
DOI: 10.3389/fcvm.2022.1016032

Diabetes and heart failure associations in women and men: Results from the MORGAM consortium

Autorzy: Chadalavada S, Reinikainen J, Andersson J, Di Castelnuovo A, Iacoviello L, Jousilahti P, Kårhus LL, Linneberg A, Söderberg S, Tunstall-Pedoe H, Lekadir K, Aung N, Jensen MT, Kuulasmaa K, Niiranen TJ, Petersen SE.
Opublikowane w: Frontiers in Cardiovascular Medicine, 2023, ISSN 2297-055X
Wydawca: Frontiers Media S.A.
DOI: 10.3389/fcvm.2023.1136764

Cardiovascular disease and mortality sequelae of COVID-19 in the UK Biobank.

Autorzy: Zahra Raisi-Estabragh; Jackie Cooper; Ahmed Salih; Betty Raman; Aaron Mark Lee; Stefan Neubauer; Nicholas C. Harvey; Steffen E. Petersen
Opublikowane w: Heart, 2023, ISSN 1355-6037
Wydawca: BMJ Publishing Group
DOI: 10.1136/heartjnl-2022-321492

Poor Bone Quality is Associated With Greater Arterial Stiffness: Insights From the UK Biobank.

Autorzy: Zahra Raisi-Estabragh; Zahra Raisi-Estabragh; Luca Biasiolli; Jackie A. Cooper; Jackie A. Cooper; Nay Aung; Nay Aung; Kenneth Fung; Kenneth Fung; José Miguel Paiva; Mihir M. Sanghvi; Mihir M. Sanghvi; Ross J. Thomson; Elizabeth M Curtis; Julien Paccou; Jennifer J Rayner; Konrad Werys; Henrike Puchta; Katharine E Thomas; Aaron M. Lee; Stefan K. Piechnik; Stefan Neubauer; Patricia B. Munroe; Cyrus
Opublikowane w: Journal of Bone and Mineral Research, Numer 6, 2020, ISSN 0884-0431
Wydawca: American Society for Bone and Mineral Research
DOI: 10.1002/jbmr.4164

Lower birth weight is linked to poorer cardiovascular health in middle-aged population-based adults

Autorzy: Zahra Raisi-Estabragh; Jackie Cooper; Mae S Bethell; Celeste McCracken; Adam J Lewandowski; Paul Leeson; Stefan Neubauer; Nicholas C Harvey; Steffen E Petersen
Opublikowane w: Heart, 2023, ISSN 1355-6037
Wydawca: BMJ Publishing Group
DOI: 10.1136/heartjnl-2022-321733

Incident Clinical and Mortality Associations of Myocardial Native T1 in the UK Biobank

Autorzy: Zahra Raisi-Estabragh, Celeste McCracken, Evan Hann, Dorina-Gabriela Condurache, Nicholas C. Harvey, Patricia B. Munroe, Vanessa M. Ferreira, Stefan Neubauer, Stefan K. Piechnik, and Steffen E. Petersen
Opublikowane w: JACC: Cardiovascular Imaging, 2023, ISSN 1936-878X
Wydawca: Elsevier BV
DOI: 10.1016/j.jcmg.2022.06.011

Multi-Centre, Multi-Vendor and Multi-Disease Cardiac Segmentation: The M&Ms Challenge

Autorzy: Victor M. Campello; Polyxeni Gkontra; Cristian Izquierdo; Carlos Martin-Isla; Alireza Sojoudi; Peter M. Full; Klaus Maier-Hein; Yao Zhang; Zhiqiang He; Jun Ma; Mario Parreno; Alberto Albiol; Fanwei Kong; Shawn C. Shadden; Jorge Corral Acero; Vaanathi Sundaresan; Mina Saber; Mustafa Elattar; Hongwei Li; Bjoern Menze; Firas Khader; Christoph Haarburger; Cian M. Scannell; Mitko Veta; Adam Carscadden;
Opublikowane w: IEEE Transactions on Medical Imaging, Numer 12, 2021, ISSN 0278-0062
Wydawca: Institute of Electrical and Electronics Engineers
DOI: 10.1109/tmi.2021.3090082

Fairness in Cardiac Magnetic Resonance Imaging: Assessing Sex and Racial Bias in Deep Learning-Based Segmentation

Autorzy: Esther Puyol-Antón, Bram Ruijsink, Jorge Mariscal Harana, Stefan K. Piechnik, Stefan Neubauer, Steffen E. Petersen, Reza Razavi, Phil Chowienczyk and Andrew P. King
Opublikowane w: Frontiers in Cardiovascular Medicine, 2022, ISSN 2297-055X
Wydawca: Frontiers Media S.A.
DOI: 10.3389/fcvm.2022.859310

Radiomics-Based Classification of Left Ventricular Non-compaction, Hypertrophic Cardiomyopathy, and Dilated Cardiomyopathy in Cardiovascular Magnetic Resonance

Autorzy: Cristian Izquierdo, Guillem Casas, Carlos Martin-Isla, Victor M. Campello, Andrea Guala, Polyxeni Gkontra, Jose F. Rodríguez-Palomares, Karim Lekadir
Opublikowane w: Frontiers in Cardiovascular Medicine, 2021, ISSN 2297-055X
Wydawca: Frontiers Media S.A.
DOI: 10.3389/fcvm.2021.764312

Prediction of incident cardiovascular events using machine learning and CMR radiomics

Autorzy: Pujadas ER, Raisi-Estabragh Z, Szabo L, McCracken C, Morcillo CI, Campello VM, Martín-Isla C, Atehortua AM, Vago H, Merkely B, Maurovich-Horvat P, Harvey NC, Neubauer S, Petersen SE, Lekadir K.
Opublikowane w: European Radiology, 2023, ISSN 0938-7994
Wydawca: Springer Verlag
DOI: 10.1007/s00330-022-09323-z

Artificial Intelligence Will Transform Cardiac Imaging-Opportunities and Challenges

Autorzy: Steffen E. Petersen; Steffen E. Petersen; Musa Abdulkareem; Musa Abdulkareem; Tim Leiner
Opublikowane w: Frontiers in Cardiovascular Medicine, Numer 11, 2019, ISSN 2297-055X
Wydawca: Frontiers Media S.A.
DOI: 10.3389/fcvm.2019.00133

Diabetes status-related differences in risk factors and mediators of heart failure in the general population: results from the MORGAM/BiomarCaRE consortium

Autorzy: Vuori MA, Reinikainen J, Söderberg S, Bergdahl E, Jousilahti P, Tunstall- Pedoe H, Zeller T, Westermann D, Sans S, Linneberg A, Iacoviello L, Costanzo S, Salomaa V, Blankenberg S, Kuulasmaa K, Niiranen TJ.
Opublikowane w: Cardiovascular Diabetology, 2021, ISSN 1475-2840
Wydawca: BioMed Central
DOI: 10.1186/s12933-021-01378-4

SCORE2 risk prediction algorithms: new models to estimate 10-year risk of cardiovascular disease in Europe

Autorzy: SCORE2 working group and ESC Cardiovascular risk collaboration
Opublikowane w: European Heart Journal, 2021, ISSN 0195-668X
Wydawca: Oxford University Press
DOI: 10.1093/eurheartj/ehab309

Adverse cardiovascular magnetic resonance phenotypes are associated with greater likelihood of incident coronavirus disease 2019: findings from the UK Biobank

Autorzy: Zahra Raisi-Estabragh; Celeste McCracken; Jackie Cooper; Kenneth Fung; José M. Paiva; Mohammed Y. Khanji; Elisa Rauseo; Luca Biasiolli; Betty Raman; Stefan K. Piechnik; Stefan Neubauer; Patricia B. Munroe; Nicholas C. Harvey; Steffen E. Petersen
Opublikowane w: Crossref, Numer 7, 2021, ISSN 1594-0667
Wydawca: Springer Verlag
DOI: 10.1007/s40520-021-01808-z

Association of glycated hemoglobin A1c levels with cardiovascular outcomes in the general population: results from the BiomarCaRE (Biomarker for Cardiovascular Risk Assessment in Europe) consortium

Autorzy: Sinning C, Makarova N, Völzke H, Schnabel RB, Ojeda F, Dörr M, Felix SB, Koenig W, Peters A, Rathmann W, Schöttker B, Brenner H, Veronesi G, Cesana G, Brambilla P, Palosaari T, Kuulasmaa K, Njølstad I, Mathiesen EB, Wilsgaard T, Blankenberg S, Söderberg S, Ferrario MM, Thorand B.
Opublikowane w: Cardiovascular Diabetology, 2021, ISSN 1475-2840
Wydawca: BioMed Central
DOI: 10.1186/s12933-021-01413-4

Incident cardiovascular events and imaging phenotypes in UK Biobank participants with past cancer

Autorzy: Zahra Raisi-Estabragh; Jackie Cooper; Celeste McCracken; Emma J Crosbie; Fiona M Walter; Charlotte H Manisty; John Robson; Mamas A Mamas; Nicholas C Harvey; Stefan Neubauer; Steffen E Petersen
Opublikowane w: Heart, 2023, ISSN 1468-201X
Wydawca: BMJ Publishing Group
DOI: 10.1136/heartjnl-2022-321888

Optimization of Preoperative Lymph Node Staging in Patients with Muscle-Invasive Bladder Cancer Using Radiomics on Computed Tomography

Autorzy: Martijn P. A. Starmans, Li Shen Ho, Fokko Smits, Nick Beije, Inge de Kruijff, Joep J. de Jong, Diederik M. Somford, Egbert R. Boevé, Ed te Slaa, Evelyne C. C. Cauberg, Sjoerd Klaver, Antoine G. van der Heijden, Carl J. Wijburg, Addy C. M. van de Luijtgaarden, Harm H. E. van Melick, Ella Cauffman, Peter de Vries, Rens Jacobs, Wiro J. Niessen, Jacob J. Visser, Stefan Klein, Joost L. Boormans, Astri
Opublikowane w: Journal of Personalized Medicine, 2022, ISSN 2075-4426
Wydawca: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/jpm12050726

Left atrial structure and function are associated with cardiovascular outcomes independent of left ventricular measures: a UK Biobank CMR study

Autorzy: Zahra Raisi-Estabragh, Celeste McCracken, Dorina Condurache, Nay Aung, Jose D Vargas, Hafiz Naderi, Patricia B Munroe, Stefan Neubauer, Nicholas C Harvey, Steffen E Petersen Author
Opublikowane w: European Heart Journal - Cardiovascular Imaging, 2022, ISSN 2047-2404
Wydawca: Oxford University Press
DOI: 10.1093/ehjci/jeab266

Risk prediction of atrial fibrillation and its complications in the community using hs troponin I

Autorzy: Börschel CS, Geelhoed B, Niiranen T, Camen S, Donati MB, Havulinna AS, Gianfagna F, Palosaari T, Jousilahti P, Kontto J, Vartiainen E, Ojeda FM, den Ruijter HM, Costanzo S, de Gaetano G, Di Castelnuovo A, Linneberg A, Vishram- Nielsen JK, Løchen ML, Koenig W, Jørgensen T, Kuulasmaa K, Blankenberg S, Iacoviello L, Zeller T, Söderberg S, Salomaa V, Schnabel RB.
Opublikowane w: European Journal of Clinical Investigation, 2023, ISSN 0014-2972
Wydawca: Blackwell Publishing Inc.
DOI: 10.1111/eci.13950

Rationale and Design of the Hamburg City Health Study

Autorzy: Annika Jagodzinski, Christoffer Johansen, Uwe Koch-Gromus, Ghazal Aarabi, Gerhard Adam, Sven Anders, Matthias Augustin, Ramona B. der Kellen, Thomas Beikler, Christian-Alexander Behrendt, Christian S. Betz, Carsten Bokemeyer, Katrin Borof, Peer Briken, Chia-Jung Busch, Christian Büchel, Stefanie Brassen, Eike S. Debus, Larissa Eggers, Jens Fiehler, Jürgen Gallinat, Simone Gellißen, Christian Ge
Opublikowane w: European Journal of Epidemiology, 2019, ISSN 0393-2990
Wydawca: Kluwer Academic Publishers
DOI: 10.1007/s10654-019-00577-4

Natriuretic Peptides and Risk of Type 2 Diabetes: Results From the Biomarkers for Cardiovascular Risk Assessment in Europe (BiomarCaRE) Consortium

Autorzy: Sujana C, Salomaa V, Kee F, Costanzo S, Söderberg S, Jordan J, Jousilahti P, Neville C, Iacoviello L, Oskarsson V, Westermann D, Koenig W, Kuulasmaa K, Reinikainen J, Blankenberg S, Zeller T, Herder C, Mansmann U, Peters A, Thorand B; BiomarCaRE Consortium.
Opublikowane w: Diabetes Care, 2021, ISSN 1935-5548
Wydawca: American Diabetes Association Inc.
DOI: 10.2337/dc21-0811

Characterization of p38α autophosphorylation inhibitors that target the non-canonical activation pathway

Autorzy: Lorena González, Lucía Díaz, Joan Pous, Blazej Baginski, Anna Duran-Corbera, Margherita Scarpa, Isabelle Brun-Heath, Ana Igea, Pau Martin-Malpartida, Lidia Ruiz, Chiara Pallara, Mauricio Esguerra, Francesco Colizzi, Cristina Mayor-Ruiz, Ricardo M. Biondi, Robert Soliva, Maria J. Macias, Modesto Orozco & Angel R. Nebreda
Opublikowane w: Nature Communications, 2023, ISSN 2041-1723
Wydawca: Nature Publishing Group
DOI: 10.1038/s41467-023-39051-x

Characterizing the hypertensive cardiovascular phenotype in the UK Biobank

Autorzy: Hussein Elghazaly, Celeste McCracken, Liliana Szabo, James Malcolmson, Charlotte H Manisty, Alun H Davies, Stefan K Piechnik, Nicholas C Harvey, Stefan Neubauer, Saidi A Mohiddin, Steffen E Petersen, Zahra Raisi-Estabragh
Opublikowane w: European Heart Journal - Cardiovascular Imaging, 2023, ISSN 2047-2404
Wydawca: Oxford University Press
DOI: 10.1093/ehjci/jead123

Factors that influence data sharing through data sharing platforms: A qualitative study on the views and experiences of cohort holders and platform developers

Autorzy: Thijs Devriendt; Pascal Borry; Mahsa Shabani
Opublikowane w: PLoS ONE, Numer 5, 2021, ISSN 1932-6203
Wydawca: Public Library of Science
DOI: 10.1371/journal.pone.0254202

Recording the ethical provenance of data and automating data stewardship

Autorzy: Alexander Bernier, Maili Raven-Adams, Davide Zaccagnini, Bartha M. Knoppers
Opublikowane w: Big Data and Society, 2023, ISSN 2053-9517
Wydawca: SAGE Publications Ltd
DOI: 10.1177/20539517231163174

Cardiac Magnetic Resonance Radiomics Reveal Differential Impact of Sex, Age, and Vascular Risk Factors on Cardiac Structure and Myocardial Tissue

Autorzy: Zahra Raisi-Estabragh, Akshay Jaggi, Polyxeni Gkontra, Celeste McCracken, Nay Aung, Patricia B. Munroe, Stefan Neubauer, Nicholas C. Harvey, Karim Lekadir and Steffen E. Petersen
Opublikowane w: Frontiers in Cardiovascular Medicine, 2021, ISSN 2297-055X
Wydawca: Frontiers Media S.A.
DOI: 10.3389/fcvm.2021.763361

Towards better governance of human genomic data

Autorzy: Kieran C. O’Doherty, Mahsa Shabani, Edward S. Dove, Heidi Beate Bentzen, Pascal Borry, Michael M. Burgess, Don Chalmers, Jantina De Vries, Lisa Eckstein, Stephanie M. Fullerton, Eric Juengst, Kazuto Kato, Jane Kaye, Bartha Maria Knoppers, Barbara A. Koenig, Spero M. Manson, Kimberlyn M. McGrail, Amy L. McGuire, Eric M. Meslin, Dianne Nicol, Barbara Prainsack, Sharon F. Terry, Adrian Thorogood, W
Opublikowane w: Nature Genetics, 2021, ISSN 1061-4036
Wydawca: Nature Publishing Group
DOI: 10.1038/s41588-020-00742-6

Cardiac aging synthesis from cross-sectional data with conditional generative adversarial networks

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Bridging the European Data Sharing Divide in Genomic Science

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Multi-organ imaging demonstrates the heart-brain-liver axis in UK Biobank participants

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Reconciling the biomedical data commons and the GDPR: three lessons from the EUCAN ELSI collaboratory

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Predicting post-contrast information from contrast agent free cardiac MRI using machine learning: Challenges and methods

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Chronic kidney disease and risk of atrial fibrillation and heart failure in general population-based cohorts: the BiomarCaRE project

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Mitral Annular Disjunction Assessed Using CMR Imaging: Insights From the UK Biobank Population Study

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Minimising multi-centre radiomics variability through image normalisation: a pilot study

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Inflammatory proteomics profiling for prediction of incident atrial fibrillation

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The European Genome-phenome Archive in 2021

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Sex-based differences in risk factors for incident myocardial infarction and stroke in the UK Biobank

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Attri-VAE: Attribute-based interpretable representations of medical images with variational autoencoders

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Image-Based Biological Heart Age Estimation Reveals Differential Aging Patterns Across Cardiac Chambers

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Cardiovascular magnetic resonance imaging in the UK Biobank: a major international health research resource

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Predicting left ventricular hypertrophy from the 12-lead electrocardiogram in the UK Biobank imaging study using machine learning

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A population-based phenome-wide association study of cardiac and aortic structure and function

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Left Ventricular Hypertrabeculation Is Not Associated With Cardiovascular Morbity or Mortality: Insights From the Eurocmr Registry

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Generalisability of fetal ultrasound deep learning models to low-resource imaging settings in five African countries

Autorzy: Carla Sendra-Balcells; Víctor M. Campello; Jordina Torrents-Barrena; Yahya Ali Ahmed; Mustafa Elattar; Benard Ohene-Botwe; Pempho Nyangulu; William Stones; Mohammed Ammar; Lamya Nawal Benamer; Harriet Nalubega Kisembo; Senai Goitom Sereke; Sikolia Z. Wanyonyi; Marleen Temmerman; Eduard Gratacós; Elisenda Bonet; Elisenda Eixarch; Kamil Mikolaj; Martin Grønnebæk Tolsgaard; Karim Lekadir
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Conducting an Epidemiologic Study and Making It FAIR: Reusable Tools and Procedures from a Population-Based Cohort Study

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A Radiomics Approach to Analyze Cardiac Alterations in Hypertension

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An agenda-setting paper on data sharing platforms: euCanSHare workshop

Autorzy: Thijs Devriendt, Clemens Ammann, Folkert W. Asselbergs, Alexander Bernier, Rodrigo Costas, Matthias G. Friedrich, Josep L. Gelpi, Marjo-Riitta Jarvelin, Kari Kuulasmaa, Karim Lekadir, Michaela Th. Mayrhofer, Vaclav Papez, Gerard Pasterkamp, Steffen E. Petersen, Carsten Oliver Schmidt, Jeanette Schulz-Menger, Stefan Söderberg, Mahsa Shabani, Giovanni Veronesi, Darian Steven Viezzer, Pascal Borry
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Combining Multi-Sequence and Synthetic Images for Improved Segmentation of Late Gadolinium Enhancement Cardiac MRI

Autorzy: Víctor M. Campello, Carlos Martín-Isla, Cristian Izquierdo, Steffen E. Petersen, Miguel A. González Ballester, Karim Lekadir
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Editorial: Current and Future Role of Artificial Intelligence in Cardiac Imaging

Autorzy: Karim Lekadir, Tim Leiner, Alistair A. Young, Steffen E. Petersen
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Reproducible radiomics through automated machine learning validated on twelve clinical applications

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The WORC database: MRI and CT scans, segmentations, and clinical labels for 930 patients from six radiomics studies

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An agenda-setting paper on data sharing platforms : euCanSHare workshop

Autorzy: Thijs Devriendt; Clemens Ammann; Folkert W. Asselberghs; Alexander Bernier; Rodrigo Costas; Matthias G. Friedrich; Josep L. Gelpi; Marjo-Riitta Jarvelin; Kari Kuulasmaa; Karim Lekadir; Michaela Th. Mayrhofer; Vaclav Papez; Gerard Pasterkamp; Steffen E. Petersen; Carsten Oliver Schmidt; Jeanette Schulz-Menger; Stefan Söderberg; Mahsa Shabani; Giovanni Veronesi; Darian Steven Viezzer; Pascal Borry
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