Carla Díaz Louzao (4815-2F47-B39F)

Curriculum Vitae

Carla Díaz Louzao

Carla Díaz Louzao. Completed the Master Universitario in Statistical Techniques in 2016 by Universidade de Santiago de Compostela, Master Universitario in Statistical Techniques in 2016 by Universidade da Coruña, Master Universitario in Statistical Techniques in 2016 by Universidade de Vigo and Graduado in Matematica in 2014 by Universidade de Santiago de Compostela. Attends the Doctor in PhD in Epidemiology and Public Health by Universidade de Santiago de Compostela since 2017. Published 7 articles in journals. Has 1 section(s) of books. Organized 6 event(s). Participated in 22 event(s). Participates and/or participated as Research Fellow in 12 project(s). Works in the area(s) of Exact Sciences with emphasis on Mathematics with emphasis on Statistics and Probability, Exact Sciences with emphasis on Mathematics with emphasis on Statistics and Probability, Exact Sciences with emphasis on Mathematics with emphasis on Statistics and Probability, Exact Sciences with emphasis on Mathematics with emphasis on Statistics and Probability, Exact Sciences with emphasis on Mathematics with emphasis on Statistics and Probability, Exact Sciences with emphasis on Mathematics with emphasis on Statistics and Probability, Exact Sciences with emphasis on Mathematics with emphasis on Statistics and Probability, Exact Sciences with emphasis on Mathematics with emphasis on Statistics and Probability and Exact Sciences with emphasis on Mathematics with emphasis on Statistics and Probability.

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Identification

Personal identification

Full name: Carla Díaz Louzao

Citation names

Díaz-Louzao, Carla

Author identifiers

Ciência ID: 4815-2F47-B39F
ORCID iD: 0000-0001-6621-2469

Websites

https://scholar.google.com/citations?user=vmtsl1IAAAAJ&hl=en (Scholar)

Knowledge fields

Exact Sciences - Mathematics - Statistics and Probability
Exact Sciences - Mathematics - Statistics and Probability
Exact Sciences - Mathematics - Statistics and Probability
Exact Sciences - Mathematics - Statistics and Probability
Exact Sciences - Mathematics - Statistics and Probability
Exact Sciences - Mathematics - Statistics and Probability
Exact Sciences - Mathematics - Statistics and Probability
Exact Sciences - Mathematics - Statistics and Probability
Exact Sciences - Mathematics - Statistics and Probability

Languages

Language	Speaking	Reading	Writing	Listening	Peer-review
Galician (Mother tongue)
Spanish; Castilian (Mother tongue)
English	Advanced (C1)	Advanced (C1)	Advanced (C1)	Advanced (C1)	Advanced (C1)

Education

	Degree	Classification
2017 - 2022 Ongoing	PhD in Epidemiology and Public Health (Doctor) Universidade de Santiago de Compostela, Spain
2014 - 2016 Concluded	Statistical Techniques (Master Universitario) Universidade de Santiago de Compostela, Spain Universidade de Vigo, Spain Universidade da Coruña, Spain	8.9
2010 - 2014 Concluded	Matematica (Graduado) Major in Matematica Universidade de Santiago de Compostela, Spain	7.7

Affiliation

Science

	Category Host institution	Employer
2022/03/01 - Current	Contracted Researcher (Research)	Fundación Instituto de Investigación Sanitaria de Santiago de Compostela (FIDIS), Spain

2021/06 - 2022/02	Researcher (Research)	Universidade de Santiago de Compostela, Spain
	Universidade de Santiago de Compostela, Spain
2017/07 - 2021/01	Researcher (Research)	Universidade de Santiago de Compostela, Spain
	Universidade de Santiago de Compostela, Spain (...)
2019/05 - 2019/06	Auxiliary Researcher (Research)	Humboldt-Universität zu Berlin, Germany

2018/03 - 2018/07	Research Assistant (Research)	Universidade de Santiago de Compostela, Spain
	Neurosurgery Service of the University Hospital Complex of S, Spain

Teaching in Higher Education

	Category Host institution	Employer
2017 - 2018	Invited Assistant Professor (University Teacher)	Universidade de Santiago de Compostela, Spain

Others

	Category Host institution	Employer
2016/12 - 2017/07	Statistical Advisor	Biostatech - Advice, Training & Innovation in Biostatistics S.L. , Spain

2016/09 - 2016/11	Statistical Advisor	Universidade de Santiago de Compostela, Spain
	Biostatech - Advice, Training & Innovation in Biostatistics S.L. , Spain
2016/03 - 2016/09	Matematician	Ramón Domínguez Foundation for Research, Development and Innovation, Spain

Projects

Grant

	Designation	Funders
2017/07 - 2021/01	Joint modeling for multivariate survival and longitudinal data ED481A-2017/130	Xunta de Galicia Consellería de Cultura Educacion e Ordenación Universitaria

Contract

	Designation	Funders
2020/01/01 - 2023/11/30	Group on Biostatistics and Biomedical Data Science (GRID-BDS)- GI2127 ED431C 2020/20 Research Fellow	Ongoing
2019/04 - 2023/04	Riseup-PPD: Research Innovation and Sustainable Pan-European Network in Peripartum Depression Disorder CA18138 Research Fellow	Ongoing
2021/07 - 2022/09	Stat Wars (Episode II): The Data Empire FCT-20-15564 Research Fellow	Ongoing
2018/01 - 2021/12	JOINTDIAB: Development of flexible“Joint Modelling” techniques aimed at research in diabetes, cardiovascular diseases and cancer MTM2017-83513-R Research Fellow	Concluded
2020/07 - 2021/09	Stat Wars (Episode II): The Data Empire FCT-19-14383 Research Fellow	Concluded
2020/04 - 2021/06	Prognosis of patients infected with the new coronavirus SARS-CoV-2 COV20/00404	Concluded
2019/05 - 2020/12	Stat Wars: The Data Empire FCT-18-12946 Research Fellow	Concluded
2016/12 - 2019/12	Consolidation and structuring 2016 GRC GI-2127 Interdisciplinary Group of Biostatistics ED431C 2016-025 Research Fellow	Concluded
2018/02 - 2019/04	Study on the predictive capacity of markers for the early diagnosis of colorectal cancer 017-CE127 Research Fellow	Concluded
2018/02 - 2019/04	European Study on effectiveness and sustainability of current Cardiac Rehabilitation programmes in the Elderly (EU-CaRE) EU-CaRE Research Fellow	Concluded
2017/01 - 2018/12	INBIOEST: “New Statistical and Computational Tools Applied to Research in Health, Sport and the Environment” ED341DR2016/036. Research Fellow	Concluded
2017/01 - 2018/03	Stat Wars: The Data Awakens FCT-16-11015 Research Fellow	Concluded
2015/01 - 2017/12	Inference in structured additive regression models (STAR) with extensions to multivariate responses. Applications in biomedicine MTM2014-52975-C2-1-R Research Fellow	Concluded

Outputs

Publications

Book chapter

Carla Díaz-Louzao; Óscar Lado-Baleato; Francisco Gude; Carmen Cadarso-Suárez. "Multivariate Conditional Transformation Models. Application to Thyroid-Related Hormones". 341-351. Springer International Publishing, 2021.
10.1007/978-3-030-86653-2_25

Journal article

"Longitudinal relationship of liver injury with inflammation biomarkers in COVID-19 hospitalized patients using a joint modeling approach". Scientific Reports 12 1 (2022): http://dx.doi.org/10.1038/s41598-022-09290-x.
10.1038/s41598-022-09290-x
"Long-term cardiac reverse remodeling after cardiac resynchronization therapy". Journal of Arrhythmia 37 3 (2021): 653-659. http://dx.doi.org/10.1002/joa3.12527.
10.1002/joa3.12527
Lucía Paniagua-González; Carla Díaz-Louzao; Elena Lendoiro; Esteban Otero-Antón; Carmen Cadarso-Suárez; Manuel López-Rivadulla; Angelines Cruz; Ana de-Castro-Ríos. "Volumetric Absorptive Microsampling (VAMS) for assaying immunosuppressants from venous whole blood by LC–MS/MS using a novel atmospheric pressure ionization probe (UniSpray™)". Journal of Pharmaceutical and Biomedical Analysis 189 (2020): 113422-113422. https://doi.org/10.1016/j.jpba.2020.113422.
10.1016/j.jpba.2020.113422
"Improvement in VO2peak predicts readmissions for cardiovascular disease and mortality in patients undergoing cardiac rehabilitation". European Journal of Preventive Cardiology (2019): http://dx.doi.org/10.1177/2047487319887835.
10.1177/2047487319887835
"Cardiac resynchronization therapy outcomes in patients under nonoptimal medical therapy". Journal of Arrhythmia (2018): http://dx.doi.org/10.1002/joa3.12101.
10.1002/joa3.12101
"Prognostic value of nutrition status in the response of cardiac resynchronization therapy". Indian Pacing and Electrophysiology Journal (2018): http://dx.doi.org/10.1016/j.ipej.2018.04.001.
10.1016/j.ipej.2018.04.001
"Acute focal bacterial nephritis in a cohort of hospitalized adult patients with acute pyelonephritis. Assessment of risk factors and a predictive model". European Journal of Internal Medicine (2017): http://dx.doi.org/10.1016/j.ejim.2016.12.002.
10.1016/j.ejim.2016.12.002
"Predictive models of malignant transudative pleural effusions". Journal of Thoracic Disease (2017): http://dx.doi.org/10.21037/jtd.2017.01.12.
10.21037/jtd.2017.01.12

Activities

Oral presentation

	Presentation title	Event name Host (Event location)
2021/12	Novel joint modelling extensions for survival and longitudinal data applied to COVID-19	14th International Conference of the ERCIM WG on Computational and Methodological Statistics, 15th International Conference on Computational and Financial Econometrics (London (United Kingdom))
2021/11	Bivariate copula generalized additive models, for location, scale, and shape (CGAMLSS). Application to perinatal mental health (Riseup-PPD-COVID-19 study)	(Santiago de Compostela (Spain))
2021/09	Aplicación de nuevas técnicas estadísticas joing modeling al estudio del daño hepático en COVID19	XXXIX Annual Meeting of the Spanish Society of Epidemiology (SEE), XVI Congress of the Portuguese Epidemiology Association (APE) and XIX Congress of the Spanish Society of Public Health and Health Administration (SESPAS) Portuguese Epidemiology Association (APE) (León (Spain) )
2021/09	Multivariate Conditional Transformation Models. Application to Thyroid-Related Hormones	21 st International Conference on Computational Science and Its Applications (ICCSA 2021) (Cagliari (Italy))
2021/01	Multivariate Conditional Transformation Models. Application in Thyroid-Related Hormones	(Valencia (Spain))
2020/02	Flexible Joint Models: Applications in Biomedicine	Flexible Joint Models: Applications to Chronic Diseases and Neuroscience workshop, organised by the group GI-2127: GRID-BDS (Interdisciplinary Group of Statistics and Biomedical Data Science) (Santiago de Compostela (Spain) )
2019/09	P3107 Effect of cardiac rehabilitation predicts event-free survival	Effect of cardiac rehabilitation predicts event-free survival - Congress European Society of Cardiology (Paris (France))
2019/06	Extending boosting algorithms for additive joint models	Privatissimum lecture seminar, organised by the group of Applied Statistics of the Humboldt-University of Berlin Humboldt-University of Berlin ( Berlin (Germany))
2019/04	The importance of a successful cardiac rehabilitation program - long-term prognosis of cardiac patients following rehabilitation	European Congress of Preventive Cardiology 2019 (Lisbon (Portugal))
2019/01	Joint Models for Longitudinal and Time-to-Event	National network of Biostatistics (BIOSTATNET) 4th General Meeting (Santiago de Compostela (Spain))
2018/10	Additive Joint Models for Longitudinal and Time-to-Event	Statistical Methodology for Data Analysis in Health and Environment (Santiago de Compostela (Spain) )
2018/07	Flexible Bayesian Additive Joint Models for Longitudinal and Time-to-Event	29th International Biometric Conference ( Barcelona (Spain))
2018/07	Flexible Bayesian Additive Joint Models for Longitudinal and Time-to-Event	International Bayesian Analysis Summer School, VI-BASS2 (Valencia (Spain))
2018/06	Flexible Bayesian Additive Joint Models for Longitudinal and Time-to	I Annual CiMUS Workshop (Santiago de Compostela (Spain))
2018/04	Flexible Bayesian Additive Joint Models for Longitudinal and Time-to-Event	Survival Analysis for Junior Researchers (SAfJR 2018) (Leiden (Netherlands))
2017/11	Flexible Bayesian additive joint models with an application to type 1 diabetes research. A review of the article Köhler et al. (2017)	Methodological extensions in the field of regression. Applications in Biomedicine seminar (Santiago de Compostela (Spain))
2017/07	Predictive models of malignant transudative pleural effusions ISCB 2017 Poster contribution	38th Annual Conference of the International Society for Clinical Biostatistics (ISCB 2017) International Society for Clinical Biostatistics (Vigo, Spain)
2017/06	Modelos predictivos de trasudados pleurales malignos SEPAR 2017 Poster contribution	50th National Congress (SEPAR 2017) Spanish Society of Pneumology and Thoracic Surgery (Madrid, Spain)
2017/01	Poster contribution in the National network of Biostatistics (BIOSTATNET)	3rd General Meeting Universidade Santiago de Compostela (Santiago de Compostela, Spain)

Event organisation

	Event name Type of event (Role)	Institution / Organization
2020/02/28 - Current	Flexible Joint Models: Applications to Chronic Diseases and Neuroscience Member of the organizing committee of the workshop that took place in Santiago de Compostela (Spain) (2020/02/28) Other (Member of the Organising Committee)
2019/01 - Current	Multi-State Models with R - workshop taught by Jacobo de Uña (University of Vigo, Spain) and Luis Meira Machado (University of Minho, Portugal) in Santiago de Compostela (Spain) (2019/01) Other (Member of the Organising Committee)
2017/11/07 - Current	Methodological extensions in the field of regression. Applications in Biomedicine. Santiago de Compostela (Spain) (2017/11/07) Seminar (Member of the Organising Committee)
2019/01/25 - 2019/01/26	National network of Biostatistics (BIOSTATNET) 4th General Meeting Member of the organising committee of the congress that took place in Santiago de Compostela (Spain) (2019/01/25 - 2019/01/26) Congress (Member of the Organising Committee)
2018/07/08 - 2018/07/13	38th International Biometric Conference (IBC 2018)- International Congress that took place in Barcelona (Spain) (2018/07/08 - 2018/07/13) Congress (Other)
2018/02/19 - 2018/02/21	An Introduction to the Joint Modeling of Longitudinal and Survival Data, with Applications in R in Santiago de Compostela (Spain) (2018/02/19 - 2018/02/21) Other (Member of the Organising Committee)

Event participation

	Activity description Type of event	Event name Institution / Organization
2022/02 - 2022/02	Writing manuscripts for Official Statistics journals: Guidelines for practitioners and researchers Course Taught telematically by International Statistical Institute (ISI). Duration: 6 hours. Other
2021/01 - 2021/01	My research is not reproducible/replicable - should I be worried? Course Taught telematically by Miguel Ángel Martínez Beneito (University of Valencia, Spain). Duration: 2 hours. Other
2020/11 - 2020/11	Web of Science - Discovering the Web of Science and learning how to search by keyword Course Taught telematically by Anne Delgado (The Spanish Foundation for Science and Technology, FECYT). Duration: 2 hours. Other
2020/11 - 2020/11	Web of Science - Managing my bibliography with EndNote Online and find full texts complete texts Course Taught telematically by Anne Delgado (The Spanish Foundation for Science and Technology, FECYT). Duration: 2 hours. Other
2020/08 - 2020/08	Mathematics vs. COVID-19 Seminar Taught telematically by Spanish Mathematics Committee (CEMat). Duration: 10 hours. Other
2020/03 - 2020/04	Python course. Course Taught by Brais González Rodríguez (University of Santiago de Compostela, Spain) in Santiago de Compostela (Spain). Duration: 20 hours. Other
2019/01 - 2019/01	Multi-State Models with R. Satellite Workshop Taught by Jacobo de Uña (University of Vigo, Spain) and Luis Meira Machado (University of Minho, Portugal) in Santiago de Compostela (Spain). Duration: 5.5 hours. Other
2018/12 - 2018/12	Getting and Cleaning Data. Online Course Taught by Johns Hopkins University (USA) through the Course platform. Duration: 16 hours. Other
2018/07 - 2018/07	València International Bayesian Analysis Summer School, 2nd edition. Workshop VIBASS2, organised by the València Bayesian Research Group (VaBaR) in Valencia (Spain). Duration: 24 hours. Other
2018/04 - 2018/04	Tutorial on Multistate Models. Course Taught by Hein Putter (Leiden University Medical Centre, Netherlands) in Leiden (Netherlands). Duration: 3 hour Other
2018/03 - 2018/03	Introduction to multilevel modelling. Course Taught by Leonardo Grilli (University of Florence, Italy) in Santiago de Compostela (Spain). Duration: 8 hours. Other
2018/02 - 2018/02	An introduction to the Joint Modeling of Longitudinal and Survival Data, with Applications in R. Course Taught by Dimitris Rizopoulos (Erasmus Medical Centre, Netherlands) in Santiago de Compostela (Spain). Duration: 16.5 hours. Other
2017/12 - 2017/12	Copula-based modeling with R. Satellite Workshop organised by COST Action IC1408 Computationally-intensive methods for the robust analysis of non-stantdard data (CRoNoS) in London (United Kingdom). Duration: 22 hours. Other
2017/06 - 2017/06	Competing Risks and Multi-State Models. Course Taught by Thomas Scheike (University of Copenhagen, Denmark) in Vigo (Spain). Duration: 10 hours. Other
2017/05 - 2017/05	An Introductory Course on Multiple Comparison Procedures. Course Taught by Sebastian Doehler (Darmstadt University of Applied Sciences, Germany) in Vigo (Spain). Duration: 10 hours. Other
2017/01 - 2017/01	CGAMLSS with R. Satellite Workshop Taught by Giampiero Marra (University College London, United Kingdom) en Santiago de Compostela (Spain). Duration: 5.5 hours. Other
2016/08 - 2016/08	English Language Immersion Course 2016. Course Taught by the International University Menéndez Pelayo (Spain) in Valencia (Spain). Duration: 40 hours. Other
2016/01 - 2016/01	Solving complex mathematical programming problems with AMPL Modelling Language. Course Taught by the Joint Research Unit REPSOL-ITMATI in Santiago de Compostela (Spain). Duration:10 hours Other
2015/10 - 2015/10	R Programming. Online Course Taught by Johns Hopkins University (USA) through the Coursera platform. Duration: 16 hours. Other
2015/08 - 2015/08	The Data Scientists Toolbox. Online Course Taught by Johns Hopkins University (USA) through the Coursera platform. Duration: 16 hours. Other
2015/06 - 2015/06	Practical course of SPSS: Initial level. Continuing Education Course organised by the Department of Social and Basic Psychology of the University of Santiago de Compostela (Spain). Duration: 15 hours. Other
2011/08 - 2011/08	Course: Advanced (CEFR C1) level course in English as a Foreign Language. Taught by the English Studio Language School in London (United Kingdom). Duración: 45 horas. Other

Association member

	Society Organization name	Role
2022 - Current	Galician Centre for Mathematical Research and Technology (CITMAga)
2019 - Current	Galician Society for the Promotion of Statistics and Operations Research (SGAPEIO)
2018 - Current	Spanish Statistics and Operations Research Society (SEIO)
2017 - Current	Research Group GI-2127: GRID-BDS, Interdisciplinary Group of Statistics and Biomedical Data Science (formerly GRID-ECMB)
2017 - Current	National network of Biostatistics (BIOSTATNET)
2017 - Current	International Society for Clinical Biostatistics (ISCB)
2017 - Current	Spanish Society of Biostatistics (SEB, formerly, Spanish Society of Biometrics)
2017 - Current	International Biometric Society (IBS)

Course / Discipline taught

	Academic session	Degree Subject (Type)	Institution / Organization
2022/07/13 - 2022/07/15	Training School on Data Management and Data Analysis (WG5)	(Postgraduate Certificate)