Ane Alberdi

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论文共 21 篇作者统计合作学者相似作者

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Comparative Assessment of Synthetic Time Series Generation Approaches in Healthcare: Leveraging Patient Metadata for Accurate Data Synthesis

Imanol Isasa,Mikel Hernandez,Gorka Epelde,Francisco Londoño,Andoni Beristain, Xabat Larrea,Ane Alberdi,Panagiotis Bamidis,Evdokimos Konstantinidis

BMC Medical Informatics and Decision Making（2024）

引用0浏览0WOSEI引用

Effect of Incorporating Metadata to the Generation of Synthetic Time Series in a Healthcare Context

Imanol Isasa,Mikel Hernandez,Gorka Epelde,Francisco Londono,Andoni Beristain,Ane Alberdi,Panagiotis Bamidis,Evdokimos Konstantinidis

2023 IEEE 36TH INTERNATIONAL SYMPOSIUM ON COMPUTER-BASED MEDICAL SYSTEMS, CBMSpp.910-916, (2023)

引用0浏览0EIWOS引用

Synthetic Tabular Data Evaluation in the Health Domain Covering Resemblance, Utility, and Privacy Dimensions

Mikel Hernadez,Gorka Epelde,Ane Alberdi,Rodrigo Cilla,Debbie Rankin

Methods of information in medicine（2023）

引用5浏览0WOS引用

Deep learning applied to retinal OCT images to differentiate Parkinson's disease patients from healthy controls

M. Barrenechea,D. Romero-Bascones,A. Murueta-Goyena,J. C. Gomez-Esteban,A. Alberdi,A. Erramuzpe,U. Ayala,I. Gabilondo

MOVEMENT DISORDERS（2022）

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Incorporation of Synthetic Data Generation Techniques within a Controlled Data Processing Workflow in the Health and Wellbeing Domain

Mikel Hernandez,Gorka Epelde,Andoni Beristain,Roberto Alvarez, Cristina Molina, Xabat Larrea,Ane Alberdi,Michalis Timoleon,Panagiotis Bamidis,Evdokimos Konstantinidis

ELECTRONICSno. 5 (2022): 812-812

引用13浏览0引用

Estimation of the Epidemiology of Dementia and Associated Neuropsychiatric Symptoms by Applying Machine Learning to Real-World Data

Javier Mar,Ania Gorostiza,Arantzazu Arrospide,Igor Larranaga,Ane Alberdi,Carlos Cernuda,Alvaro Iruin,Mikel Tainta,Lorea Mar-Barrutia,Oliver Ibarrondo

Revista de psiquiatría y salud mentalno. 3 (2022): 167-175

引用11浏览0WOS引用

Synthetic Subject Generation with Coupled Coherent Time Series Data

Xabat Larrea,Mikel Hernandez,Gorka Epelde,Andoni Beristain, Cristina Molina,Ane Alberdi,Debbie Rankin,Panagiotis Bamidis,Evdokimos Konstantinidis

Engineering Proceedingsno. 1 (2022): 7

引用0浏览0引用

Synthetic Data Generation for Tabular Health Records: A Systematic Review

Mikel Hernandez,Gorka Epelde,Ane Alberdi,Rodrigo Cilla,Debbie Rankin

Neurocomputing（2022）

引用25浏览0引用

Comparative Evaluation of Oversampling Techniques for Balancing Metabolic Profiles

Mikel Hernandez,Gorka Epelde,Ruben Gil-Redondo,Nieves Embade,Ane Alberdi,Ivan Macia,Oscar Millet

2022 9TH INTERNATIONAL CONFERENCE ON BIOINFORMATICS RESEARCH AND APPLICATIONS, ICBRA 2022pp.41-47, (2022)

引用0浏览0EI引用

Spatial characterization of the effect of age and sex on macular layer thicknesses and foveal pit morphology

David Romero-Bascones,Unai Ayala,Ane Alberdi,Asier Erramuzpe,Marta Galdos,Juan Carlos Gomez-Esteban,Ane Murueta-Goyena,Sara Teijeira,Inigo Gabilondo,Maitane Barrenechea

PloS one（2022）

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论文共 21 篇作者统计合作学者相似作者