1 

The EHDEN Portal – Simplifying the access to OMOP CDM databases 

João Rafael Almeida, Nigel Hughes, Peter Rijnbeek, José Luís Oliveira 

2 

Privacy-preserving using k-anonymity and l-diversity in OMOP CDM databases 

João Rafael Almeida, José Luís Oliveira 

3 

The Dutch ICU Data Warehouse: towards a standardized multicenter electronic health record database 

Ameet Jagesar, Martijn Otten, Tariq Dam, Laurens Biesheuvel, Dagmar Ouweneel, Geert Klop, Leon Derks, Lucas Fleuren, Ronald Driessen, Patrick Thoral, Armand Girbes, Jonas Rubrech, Dave Dongelmans, Bas van Bussel, Marga Hoogendoorn, Margo van Mol, Christiaan Boerma, Paul Elbers

4 

Community Contribution to the OHDSI Vocabularies, User-Level QA and a New Entity Mapping System SSSOM

Oleg Zhuk, Anna Ostropolets, Nicolas Matentzoglu, Melissa Haendel, Davera Gabriel, Alexander Davydov, Christian Reich 

5 

Platform for Harmonizing and Accessing Data in Real-time Infectious Disease Surveillance (PHAROS)

Chungsoo Kim, Byungjin Choi, Junhyuk Chang, Soobeen Seol, Seongwon Lee, Min Ho An, Rae Woong Park 

6 

Roadmap and improvement of OHDSI Vocabularies 

Christian Reich, Alexander Davydov, Anna Ostropolets 

7 

Integrating the OMOP CDM into the AI Sandbox of the German Health Data Lab 

Melissa Finster, Elham Taghizadeh, Maxim Moinat 

8 

ARACHNE Execution Engine – Next Generation: Adaptive runtime environment to run federated studies

Sergey Suvorov, Adam Black, Alexey Manoylenko, Vitaly Koulakov, Konstantin Yaroshovets, Gregory Klebanov 

9 

European Health Data & Evidence Network – Learnings from Building out a Standardized International Health Data Network 

Erica A. Voss, Clair Blacketer, Sebastiaan van Sandijk, Maxim Moinat, Michael Kallfelz, Michel Van Speybroeck, Dani Prieto-Alhambra, Martijn J. Schuemie, Peter R Rijnbeek 

10 

Mapping Data of Patients with Hematological Malignancies to the OMOP Common Data Model: A Case Study of Chronic lymphocytic Leukemia 

Evangelia Minga, Dimitra Chamou, Thomas Chatzikonstantinou, Pantelis Natsiavas, Kostas Stamatopoulos, Evangelos Handakas, Anastasia Chatzidimitriou 

11 

An Evaluation and maintenance of cohorts and concept sets the in OMOP Vocabulary Evolution 

Dmitry Dymshyts, Frank DeFalco, Anthony Molinaro, Clair Blacketer 

12 

Standardization of the French national database SNDS in OMOP-CDM 

Gaëlle Rimaud , Cécile Charles, Elena Mylonas, Gil Lampe, Stéphanie Combes, Lorien Benda 

13 

The LAISDAR project – hospital EHR harmonization in Rwanda through mapping to OMOP CDM; outcome, challenges and lessons learned 

Lars Halvorsen, Jared Houghtaling, Emma Gesquiere, Lore Vermeylen, Benjamin Burke, Charles Ruranga, Marc Twagirumukizah, Gilbert Rukundo, Clarisse Musanabaganwa, Claude M. Muvunyi, Jean Claude S. Ngabonziza, Aurore Nishimwe 

14 

The EHDEN Academy - Solidifying Our Foundations 

L.H. John, R.K. Los, M. Miani, P. Nagy, I. Soinen, R. Tischler, P.R. Rijnbeek 

15 

Standardizing European sarcoma registry data to the OMOP Common Data Model 

Maaike van Swieten, Vittoria Ramella, Anna Alloni, Matteo Gabetta, Peter Prinsen, Chiara Attanasio, Espen Enerly, Siri Larønningen, Roberto Lillini, Paolo Lasalvia, Joanna Szkandera, Stefan Janisch, Andreas Muth, Emelie Styring, Julien Bollard, Annalisa Trama, Gijs Geleijnse 

16 

Implementation of the ARES application to monitor network-wide data quality and mapping coverage for 16 unique OMOP sources across Rwanda 

Jared Houghtaling, Emma Gesquiere, Lars Halvorsen, Marc Twagirumukiza, Charles Ruranga 

17 

Framework and approach to establish a multi-registry OMOP cluster with shared OHDSI tooling and access specificity 

Jared Houghtaling, Emma Gesquiere, Lisa McDowell, Cathy Enright, Claire Donohoe, Tom Feusels, Lars Halvorsen 

18 

Hierarchical clustering of microbial resistance profiles and ventilation protocols using the oncology extension 

Jared Houghtaling, Frederic Jung, Ankur Krishnan, Marc Padros Goossens, Frank Leus, Lauren Maxwell, Tom Feusels, Freija Descamps 

19 

Capture and consolidation of renal specific concepts into a cohesive OMOP dataset 

Jared Houghtaling, Jose Antonio Ramírez García, Clémence Le Cornec, Lore Vermeylen, Nir Assaraf, Lars Halvorsen 

20 

Creation of a reusable OMOP transformation workflow for Belgian electronic health record systems 

Jared Houghtaling, Lore Vermeylen, Louise Vandenbroucke, Korneel Bernaert, Brecht Dekeyser, Freija Descamps 

21 

Construction of a central ontology platform for semantic mapping coordination and vocabulary augmentation across a multi-partner oncology consortium 

Jared Houghtaling, Peter Prinsen, Maaike van Swieten, Chiara Attanasio, Lars Halvorsen 

22 

Application of the R-CDM extension to capture metadata and features extracted from quantitative brain MRI and CT data 

Jelle Praet, Jared Houghtaling, Frederic Jung, Steve De Backer, Jeroen Pinxten and Dirk Smeets  

23 

NNRD-AI: a national neonatal research database for rapid insights with machine learning and artificial intelligence 

Julia Lanoue, Kayleigh Ougham, Neena Modi, Sam Greenbury 

24 

OMOP-CDM Data conversion for the Papageorgiou General Hospital in Greece 

Grigorios Papapostolou, Achilleas Chytas, Maria Bigaki, Pantelis Natsiavas 

25 

Development of a GA4GH Beacon for structured Clinical Data Discovery using the OMOP-CDM 

Alberto Labarga, Sergi Aguiló-Castillo

26 

Quality Management System of the OHDSI Standardized Vocabularies 

Vlad Korsik, Anna Ostropolets, Christian Reich, Alexander Davydov 

27 

Transforming Estonian cancer data to episode table in OMOP 

Marek Oja, Sirli Tamm, Raivo Kolde 

28 

Transforming EBMT Registry to the OMOP Common Data Model 

Maria Paula Busto, Marina Atlija, Freija Descamps, Ben Burke 

29 

Automatic Data Import from OMOP to REDCap 

Matteo Gabetta, Francesco Pozzoni, Mauro Bucalo, Cristiana Larizza, Nicola Barbarini 

30 

DARWIN EU®: Assessing the data quality at data partner onboarding 

Sofia Bazakou, Maxim Moinat, Anne van Winzum 

31 

Building an OMOP CDM repository from OpenEHR: implementation experience of INFOBANCO 

Miguel Pedrera-Jiménez, Antonio Díaz Holgado, David Moner-Cano, Paula Rubio-Mayo, Noelia García-Barrio, Julián Jiménez-Carramiñana, Diego Boscá-Tomás, Juan Luis Cruz-Bermúdez, Javier de la Cruz-Bertolo, José Luis Bernal-Sobrino, Pablo Serrano-Balazote 

32 

A Simple Standard for Sharing Ontological Mappings (SSSOM) Workshop for OHDSI Europe 

Nicolas Matentzoglu, Polina Talapova, Andrew Williams, Alex H. Wagner, Anita Caron, Cassia Trojhan, Charlie Hoyt, Chris Mungall, Damien Goutte-Gattat, David Osumi-Sutherland, Emily Hartley, Ernesto Jimenez-Ruiz, Harshad Hegde, Henriette Harmse, Hyeongsik Kim, Ian Braun, Ian Harrow, James McLaughlin, Jim Balhoff, John Graybeal, Melissa Haendel, Nicole Vasilevsky, Nomi Harris, Núria Queralt Rosinach, Simon Jupp, Sophie Aubin, Thomas Liener, Tiffany Callahan, Tim Putman, William Duncan

33 

Conceptual architecture for the Digital Oncology Network for Europe - an OMOP based European federated, automated cancer care quality ecosystem 

Olivier Bouissou, Ismini Chatzitheofilou, Gennaro Ciliberto, Marco Denti, Xosé Fernández, Dennis Kadioglu, Stelios Theophanous, Joëlle Thonnard, Alberto Traverso, Piers Mahon 

34 

Building a European cancer OMOP network in hospitals with limited OMOP experience using tiered and modular protocolised research 

Atif Adam, Piers Mahon 

35 

Data OMOPisation of cancer data at Cliniques universitaires Saint-Luc 

Joëlle Thonnard, Frédéric Calay, Audrey Timmermans, Cédric Van Marcke 

36 

OMOP for oncology data: a single-centre and network perspective 

Stelios Theophanous, Kieran Zucker, Louise Hick, Edward Bolton, Majid Riaz, Hayley Fenton, John Corkett, Sue Cheeseman, Geoff Hall 

37 

Oslo University Hospital Participation in a European Cancer OMOP Network 

Olivier Bouissou, Ingrid K. S. Hanto, Elisabeth Ross 

38 

The DigiONE FORGE Approach to Providing OMOP Oncology Data for Federated Analyses 

Daniel Maier, Fabienne A. U. Fox, Abishaa Vengadeswaran, Andrea Wolf, Christian Brandts, Daniel P. Brucker, Holger Storf, Janne Vehreschild, Timo Schneider, Dennis Kadioglu 

39 

Lessons learned from four population-based cancer registries: Mapping of ICD-O-3 codes to standard concepts  

Peter Prinsen, Maaike van Swieten, Chiara Attanasio, Espen Enerly, Siri Larønningen, Elisabetta Rapiti, David Marcic, Evelyne Fournier, Pierre Künzli, Michael Schnell, Sophie Couffignal, Claudine Backes 

40 

Interoperability through Collaboration: Developing a Global Oncology Standard 

Robert Miller, Asieh Golozar, Georgina Kennedy, Kim W. Carter 

41 

Tools for the collaborative maintenance of national vocabularies and mappings 

Javier Gracia-Tabuenca, Shanmukha Sampath Padmanabhuni, Anna Hammais, Pasi Rikala, Pertu Koskenvesa, Gustav Klingstedt 

42 

A new route of administration hierarchy derived from dose forms supporting standardised drug dose calculations 

Theresa Burkard, Artem Gorbachev, Kim Lopez-Güell, Daniel Prieto-Alhambra, Martí Català, Christian Reich 

43 

Paving the way to estimate dose in OMOP CDM for Drug Utilisation Studies in DARWIN EU 

Theresa Burkard, Kim Lopez-Güell, Artem Gorbachev, Annika M Jödicke, Nuria Mercadé-Besora, Talita Duarte-Salles, Maria de Ridder, Mees Mosseveld, Dani Prieto-Alhambra, Christian Reich, Martí Català 

44 

Extending OMOP-CDM for registering tomography imaging metadata and subsequent annotation and curation processes. 

Varvara Kalokyri, Haridimos Kondylakis, Stelios Sfakianakis, Katerina Nikiforaki, Simone Mazzetti, Nikolaos Tachos, Dimitrios I. Fotiadis, Konstantinos Marias, Manolis Tsiknakis 

45 

A reusable method to assess the quality of the ETL process 

Vittoria Ramella, Matteo Gabetta, Mauro Bucalo, Nicola Barbarini 

46 

CDMConnector: Cross platform OMOP CDM database queries using dplyr 

Adam Black, Edward Burn, Artem Gorbachev, Martí Català 

47 

Development of an OMOP Ontology Application – PROSA – for creation and maintenance of highly granular source concepts within the OMOP vocabulary structure 

Jared Houghtaling, Emma Gesquiere, and Lars Halvorsen 

48 

A method to facilitate rapid stand up of OMOP research tools from validated libraries for RWE research 

Jack Brewster, Eleanor Davies, Sarah Seager

49 

Generating Synthetic Data from OMOP-CDM databases for Health Applications 

Alberto Labarga, Sergi Aguiló-Castillo, S. Capella-Gutierrez

50 

Performance Improvement of Post-ETL in OMOP CDM 

Wai Yi Man, Antonella Delmestri 

51 

Drug utilisation of valproate-containing medicinal products in women of childbearing age: a network study part of DARWIN EU® 

Albert Prats-Uribe, Martí Català, Katia M Verhamme, Maria de Ridder, Carlen Reyes, Talita Duarte-Salles, Peter Rijnbeek, Edward Burn, Daniel Prieto-Alhambra, Annika M. Jödicke 

52 

Evaluation of treatment effect heterogeneity in the LEGEND-Hypertension study 

Alexandros Rekkas, David van Klaveren, Jenna M. Reps, Peter R. Rijnbeek 

53 

Estimating the prevalence of rare blood cancers in Europe: a network study part of DARWIN EU® 

Martí Català, Annika Jödicke, Albert Prats-Uribe, Katia M Verhamme, Asieh Golozar, Berta Raventós, Talita Duarte-Salles, Edelmira Martí, Peter Rijnbeek, Daniel Prieto-Alhambra, Edward Burn 

54 

Vaccine effectiveness to prevent long COVID: A staggered cohort study using primary care electronic health records from the United Kingdom 

Martí Català, Núria Mercadé-Besora, Raivo Kolde, Nhung TH Trinh, Elena Roel, Edward Burn, Trishna Rathod-Mistry, Kristin Kostka, Wai Yi Man, Antonella Delmestri, Hedvig ME Nordeng, Anneli Uusküla, Talita Duarte-Salles, Daniel Prieto-Alhambra, Annika M. Jödicke 

55 

Heart failure burden in patients with incident CKD in the US: a multi-database FOUNTAIN analysis 

Martin Lavallee, David Vizcaya, Elena Pessina, Nikolaus Oberprieler, Glen James, Asieh Golozar 

56 

Supporting pharmacovigilance signal validation and prioritisation with analyses of routinely collected health data – lessons learned from an EHDEN network study 

Oskar Gauffin, Judith S Brand, Sara Hedfors Vidlin, Daniele Sartori, Suvi Asikainen, Martí Català, Etir Chalabi, Daniel Dedman, Ana Danilovic, Talita Duarte Salles, Maria Teresa García Morales, Saara Hiltunen, Annika M. Jödicke, Milan Lazarevic, Miguel A. Mayer, Jelena Miladinovic, Joseph Mitchell, Andrea Pistillo, Juan Manuel Ramírez-Anguita, Carlen Reyes, Annette Rudolph, Lovisa Sandberg, Ruth Savage, Martijn Schuemie, Dimitrije Spasic, Nhung TH Trinh, Nevena Veljkovic, Ankica Vujovic, Marcel de Wilde, Alem Zekarias, Peter Rijnbeek, Patrick Ryan, Daniel Prieto-Alhambra, G. Niklas Norén 

57 

Secur-e-Health project: towards federated learning for smart care of pediatric obesity 

Rita Rb-Silva, Carolina Ameijeiras-Rodrigues, José Miguel Diniz, João Moreira-Pinto, Alberto Freitas, Tiago Taveira-Gomes 

58 

Measuring multimorbidity in IPCI: An analysis of more than 1.8 million patients. 

Solomon Ioannou, Egill Fridgeirsson, Marcel de Wilde, Jan Kors, Peter Rijnbeek, Katia Verhamme 

59 

Pre-coordination of structural and semantic conventions to capture breast cancer indicators in the context of the European University Hospital Alliance (EUHA) 

Tijs Delabastita, Pieter Maertens, Jared Houghtaling, Pieter Stijnen, Guy Vanden Boer, Johan Van Eldere 

60 

Short-, medium-, and long-term psychiatric and neuropsychiatric consequences of COVID-19: A multinational pilot study 

Yi Chai, Ivan C. H. Lam, Eric Y. F. Wan, Celine S. L. Chui, Xue Li, Kenneth K. C. Man, Wallis C. Y. Lau, Xiaoyu Lin, Can Yin, Fan Min, Jing Li, Sarah Seager, Mui Van Zandt, Hao Luo, Ian C. K. Wong 

61 

Changes in Incidence of Screening and Diagnostic Tests, Breast, Colorectal, Lung and Prostate Cancer, Before, During and After the UK National COVID-19 Lockdowns: A Cohort Study  

Nicola L. Barclay, Annika M. Jödicke, Xihang Chen, Antonella Delmestri, Berta Raventós, Wai Yi Man, Danielle Newby, Daniel Prieto-Alhambra, Marta Pineda-Moncusí, Martí Català 

62 

Facilitating Global Understanding of Tixagevimab/Cilgavimab Use: Leveraging OMOP Common Data Model for Harmonized Data Extraction and Federated Network Creation 

Dan Housman, Yuval Koren, Daniel Poscover, Charles E. Barr, Aaron Kamauu, Amanda Shields 

63 

Are scaphoid fractures osteoporotic? 

Yonatan Schwarcz, Chen Yanover, Inbal Goldshtein 

64 

The use of WHO 'Watch List' Antibiotics in Europe: a DARWIN-EU® network population-based network cohort study 

Johnmary T. Arinze, Maria de Ridder, Talita Duarte-Salles, Marti Catala-Sabate, Antonella Delmestri, Hezekiah Omulo, James Brash, Hanne van Ballegooijen, Juan Manuel Ramírez-Anguita, Angela Leis, Miguel-Angel Mayer, Romain Griffier, Peter Rijnbeek, Dani Prieto Alhambra, Katia MC Verhamme 

65 

COVID-19 vaccines effectiveness against thromboembolic complications in the post-acute phase of the COVID-19 infection: a staggered cohort study using UK primary care electronic health records  

Núria Mercadé-Besora, Wai Yi Man, Antonella Delmestri, Clara Prats, Daniel Prieto-Alhambra, Annika M Jödicke, Martí Català  

66 

Large-scale characterization of patients with metastatic hormone sensitive prostate cancer across a network of observational data. Results from the European network of excellence for big data in prostate cancer (PIONEER)’s Second Studyathon 

Asieh Golozar, Juan Gomez Rivas, Rossella Nicoletti, Bertrand de Meulder, Qi Feng, Susan Evans Axelsson, Robert Snijder, Artem Gorbachev, Ayemn Hijazi, Peter Prinsen, Philip Cornford, Peter-Paul Willemse, Anders Bjartell, Teemu Murtola, Carl Steinbeißer, James N’dow

67 

Prevalence and treatment patterns in Patients with Bipolar Disorder Depression 

Carmen O. Torre, Anda Gershon 

68 

Validation and Comparison of Frailty Indexes: An OHDSI Network Study 

Chen Yanover, Louisa Smith, Tal El-Hay, Brianne Olivieri-Mui, Maytal Bivas-Benita, Robert Cavanaugh, Pinchas Akiva, Chelsea N. Wong, Ariela Orkaby 

69 

Characteristics and outcomes of over a million inflammatory bowel disease subjects in seven countries: a multinational cohort study 

Chen Yanover, Ramit Magen-Rimon, Erica Voss, Joel Swerdel, Anna Sheahan, Nathan Hall, Jimyung Park, Rae Woong Park, Kwang Jae Lee, Sung Jae Shin, Seung In Seo, Kyung-Joo Lee, Thomas Falconer, Leonard Haas, Paul Nagy, Mary Bowring, Michael Cook, Steven Miller, Tal El-Hay, Maytal Bivas-Benita, Pinchas Akiva, Yehuda Chowers, Roni Weisshof 

70 

Prediction of 30-day, 90-day and 1 year mortality after colorectal cancer surgery using a data-driven approach 

Karoline Bendix Bräuner, Andi Tsouchnika, Maliha Mashkoor, Ross D. Williams, Andreas Weinberger Rosen, Morten Frederik Schlaikjær Hartwig, Mustafa Bulut, Niclas Dohrn, Peter R. Rijnbeek, Ismail Gögenur 

71 

The use of contraception in females with underlying conditions 

Emma Lippens, Victor Pera, Peter R. Rijnbeek, Katia M.C. Verhamme 

72 

A Nationwide Cohort Study of Outcomes and Mortality after Colorectal Surgery in Elderly Patients 

Ilze Ose, Andreas Weinberger Rosen, Karoline Bendix Bräuner, Maliha Mashkoor, Mathilde Glud Christensen, Emilie Barbara Palmgren Colov, Rasmus Peuliche Vogelsang, Ismail Gögenur, Rasmus Dahlin Bojesen 

73 

The association of short-, medium and long-term cardiovascular sequelae with COVID-19 infection: a multinational pilot study  

Ivan C.H Lam, Yi Chai, Eric Y.F Wan, Celine S.L Chui, Xue Li, Carlos K.H Wong, Hao Luo, Kenneth K.C Man, Xiaoyu Lin, Can Yin, Jing Li, Mui Van Zandt, Sarah Seager, Ian Chi Kei Wong 

74 

Automated Retrospective Data Extraction from Electronic Health Records Using Natural Language Processing to Identify Transthyretin Amyloid Cardiomyopathy in a Real-World Heart Failure Population

Dries Hens, Ana Moya, Clara L. Oeste, Monika Beles, Sofie Verstreken, Riet Dierckx, Ward Heggermont, Jozef Bartunek, Eline Bogaerts, Imke Masuy, Marc Vanderheyden

75 

The appraisal of WHO definition of post COVID-19 condition (long COVID): an international network cohort and meta-analysis study

Junqing Xie, Kim Lopez-Güell, Kristin Kostka, Alicia Abellan, Jessie O Oyinlola, JaimeMeléndez-Cardiel, Juan Manuel Ramírez-Anguita, Anneli Uusküla, Daniel Prieto-Alhambra, Roger Paredes, Martí Català1, Annika M. Jödicke

Development and characterization of a phenotype algorithm to identify Acute Kidney Injury in RWD

Marcela Rivera, David Vizcaya, Juan Manuel Ramírez-Anguita, Azza Shoaibi, Gowtham Rao, Angela Leis, Miguel Angel Mayer

77 

Pattern of long COVID symptoms and conditions: clustering analysis based on large multinational cohorts as part of an EHDEN Study-A-Thon

Kim López-Güell, Martí Català, Daniel Dedman, Talita Duarte-Salles, Raivo Kolde, Raúl López-Blasco, Álvaro Martínez, Lourdes Mateu, Gregoire Mercier, Alicia Abellan, Johnmary T. Arinze, Theresa Burkard, Edward Burn,
Zara Cuccu, Dominique Delseny, Chungsoo Kim, Ji-woo Kim, Kristin Kostka, Francesco Lapi, Cora Loste, Ettore Marconi, Miguel A. Mayer, Jaime Meléndez-Cardiel, Núria Mercadé-Besora, Mees Mosseveld, Jessie O Oyinlola,
Roger Paredes, Juan Manuel Ramírez-Anguita, Anneli Uusküla, Bernardo Valdivieso, Junqing Xie, Annika M Jödicke, Daniel Prieto-Alhambra

Associations between pre-operative cholesterol levels with long-term survival after colorectal cancer surgery: A nationwide propensity score-matched cohort study

Lea Löffler, Mikail Gögenur, Ismail Gögenur 

79 

Phenotyping for DARWIN EU®: Standardising the phenotype creation process and the metadata storage to increase reproducibility, traceability, and reusability.  

Albert Prats-Uribe, Annika M. Jödicke, Asieh Golozar, Christian Reich, Rowan Parry, Peter Rijnbeek, Katia M Verhamme, Daniel Prieto-Alhambra 

80 

Toward generalizable clinical prediction models: a large-scale investigation using stacking ensembles 

Cynthia Yang, Egill A. Fridgeirsson, Jan A. Kors, Jenna M. Reps, Peter R. Rijnbeek, Jenna Wong, Ross D. Williams 

81 

Interpretable decision rules for patient-level prediction with EXPLORE 

Aniek F. Markus, Jan A. Kors, Egill A. Fridgeirsson, Katia M.C. Verhamme, Peter R. Rijnbeek 

82 

A Data Driven Approach to Database Fitness for Use 

Clair Blacketer, Frank DeFalco, Dmitry Dymshyts, Martijn Schuemie, Peter Rijnbeek 

83 

Automated Concept Mapping System for OMOP using Vector Representations and Cross-hospital Mapping 

Martina Carres, Gabriel Maeztu, Mónica Arrúe 

84 

Comparing concepts extracted from clinical Dutch text to conditions in the structured data 

Tom M. Seinen, Jan A. Kors, Erik M. van Mulligen, Peter R. Rijnbeek 

85 

PlasmodeSim: R package to simulate data with known treatment assignment and outcome generating processes 

Gidius van de Kamp, Alexandros Rekkas 

86 

Transforming Multimodal Data from Music Therapy Sessions into OMOP CDM Format 

Jared Houghtaling, Katrien Foubert  

87 

Deep Learning Comparison 

LH John, C Kim, JM Reps, EA Fridgeirsson 

88 

Multi-site Cost-effectiveness and Markov Chain analysis of heart failure 

Markus Haug, Raivo Kolde 

89 

Developing a phenotype algorithm to identify natural menopausal women in secondary data: A multi-country, large-scale OHDSI network study 

Siir Su Saydam, Carina Dinkel-Keuthage, Cecilia Caetano, Cecile Janssenswillen, Carsten Moeller, Nils Schoof, James Brash, Victoria Banks 

90

FinnGen ETL using BigQuery SQL 

Shanmukha Sampath Padmanabhuni, Javier Gracia-Tabuenca, Mary Pat Reeve 

Software demonstration for PatientProfiles: an R package for patient characterisation based on pre-defined phenotypes and cohorts 

Mike Du, Yuchen Guo, Kim Lopez-Guell, Xintong Li, Nuria Mercade Besora, Daniel Prieto-Alhambra, Edward Burn, Marti Catala 

92  

ReportGenerator: An R Package to automate study reports from Darwin EU research 

Cesar Barboza Gutierrez, Ger Inberg, Maarten van Kessel, Daniel Prieto-Alhambra, Ross D. Williams 

93 

IncidencePrevalence: An R package to calculate population-level incidence and prevalence rates using the OMOP Common Data Model 

Martí Català, Berta Raventós, Mike Du, Yuchen Guo, Adam Black, Ger Inberg, Xintong Li, Kim López-Güell, Danielle Newby, Maria de Ridder, Cesar Barboza, Talita Duarte-Salles, Katia Verhamme, Peter Rijnbeek, Daniel Prieto Alhambra, Edward Burn 

94 

DrugUtilisation, an R Package to implement Patient-level Drug Utilisation Studies analysis using the OMOP common data model  

Yuchen Guo, Mike Du, Kim Lopez-Guell, Xintong Li, Ger Inberg, Therese Buckhard, Annika M. Jödicke, Artem Gorbachev, Daniel Prieto-Alhambra, Edward Burn, Martí Català