Alonso De Apellaniz, Patricia patricia.alonsod@upm.es
Publications
- Articles 16
- Books 0
- Book chapters 0
- Conferences 5
- Working papers 0
- Technical reports 0
- Research projects 5
- Supervised theses 0
- Patent or software license 0
Enhancing survival analysis through federated learning in non-IID and scarce data scenarios.
- Apellániz PA
- Parras J
- Zazo S
Comput. Biol. Med. - 19/2/2026
10.1016/j.compbiomed.2026.111558 View at source
- ISSN 18790534
Artificial inductive bias for synthetic tabular data generation in data-scarce scenarios
- Apellaniz, Patricia A
- Jimenez, Ana
- Galende, Borja Arroyo
- Parras, Juan
- Zazo, Santiago
Neurocomputing - 4/8/2025
10.1016/j.neucom.2025.131122 View at source
- ISSN 09252312
Improving Synthetic Data Generation Through Federated Learning in Scarce and Heterogeneous Data Scenarios
- Apellaniz, Patricia A
- Parras, Juan
- Zazo, Santiago
Big Data And Cognitive Computing - 1/2/2025
10.3390/bdcc9020018 View at source
- ISSN 25042289
Development and validation of synthetic data generation over a federated learning computing framework to accelerate innovation and boost personalized medicine in hematological diseases
- Asti, Gianluca
- Delleani, Mattia
- Apellaniz, Patricia
- Isasa, Imanol
- Duarte, Daniela Martinez
- Galende, Borja Arroyo
- Casadei, Francesco
- Iascone, Eleonora
- Bicchieri, Marilena
- Sauta, Elisabetta
- Zazzetti, Elena
- Campagna, Alessia
- Maggioni, Giulia
- Lanino, Luca
- Buizza, Alessandro
- Ferrari, Ivan
- Bruseghini, Alessandro
- Zampini, Matteo
- Almodovar, Alejandro
- Uribe, Silvia
- Savevski, Victor
- Almeida, Antonio
- Komrokji, Rami
- Zeidan, Amer
- Fenaux, Pierre
- Zhao, Lin-Pierre
- Bullinger, Lars
- Eric, Strang
- Diez-Campelo, Maria
- Parras, Juan
- Alberich, Leonor Cerda
- Castellani, Gastone
- Zazo, Santiago
- Mayer, Rudolf
- Beristain, Andoni
- Alvarez, Federico
- D'amico, Saverio
- della Porta, Matteo
Blood (p. 4350-4351) - 3/11/2025
10.1182/blood-2025-4350 View at source
- ISSN 00064971
Membership Inference Attacks and Differential Privacy: A Study Within the Context of Generative Models
- Galende, Borja Arroyo
- Apellaniz, Patricia A
- Parras, Juan
- Zazo, Santiago
- Uribe, Silvia
Ieee Open Journal Of The Computer Society (p. 801-811) - 1/1/2025
10.1109/ojcs.2025.3572244 View at source
- ISSN 26441268
Advancing Cancer Research with Synthetic Data Generation in Low-Data Scenarios
- Apellaniz, Patricia A
- Galende, Borja Arroyo
- Jimenez, Ana
- Parras, Juan
- Zazo, Santiago
Ieee Journal Of Biomedical And Health Informatics (p. 1666-1679) - 1/1/2025
10.1109/jbhi.2025.3595371 View at source
- ISSN 21682208
MOSAIC: An Artificial Intelligence-Based Framework for Multimodal Analysis, Classification, and Personalized Prognostic Assessment in Rare Cancers.
- D'Amico, Saverio
- Dall'Olio, Lorenzo
- Rollo, Cesare
- Alonso, Patricia
- Prada-Luengo, Inigo
- Dall'Olio, Daniele
- Sala, Claudia
- Sauta, Elisabetta
- Asti, Gianluca
- Lanino, Luca
- Maggioni, Giulia
- Campagna, Alessia
- Zazzetti, Elena
- Delleani, Mattia
- Bicchieri, Maria Elena
- Morandini, Pierandrea
- Savevski, Victor
- Arroyo, Borja
- Parras, Juan
- Zhao, Lin Pierre
- Platzbecker, Uwe
- Diez-Campelo, Maria
- Santini, Valeria
- Fenaux, Pierre
- Haferlach, Torsten
- Krogh, Anders
- Zazo, Santiago
- Fariselli, Piero
- Sanavia, Tiziana
- Della Porta, Matteo Giovanni
- Castellani, Gastone
Jco Clinical Cancer Informatics (p. e2400008-e2400008) - 1/6/2024
10.1200/cci.24.00008 View at source
- ISSN 24734276
- iMarina
- iMarina
GenoMed4All,a federated learning platform for clinical and omics data
- Piscia, Davide
- Apellaniz, Patricia A
- Arroyo, Borja
- Barrio, Santiago
- Moreno, Francisco
- Parras, Juan
- Uribe, Silvia
- Alvarez, Federico
- Beltran, Sergi
European Journal Of Human Genetics (p. 1640-1640) - 1/12/2024
- ISSN 10184813
- iMarina
An Artificial Intelligence-Based Federated Learning Platform to Boost Precision Medicine in Rare Hematological Diseases: An Initiative By GenoMed4all and Synthema Consortia
- Asti, Gianluca
- D'Amico, Saverio
- Carota, Luciana
- Piscia, Davide
- Casadei, Francesco
- Merleau, Nono Saha Cyrille
- Alonso de Apellaniz, Patricia
- Kubasch, Anne Sophie
- Gloaguen, Silke
- Modler, Nicole
- Gonzalez Martin, Catalina
- Rollo, Cesare
- Parras, Juan
- Delleani, Mattia
- Zazzetti, Elena
- Sauta, Elisabetta
- Curti, Nico
- Derus, Nicolas Riccardo
- Carlini, Gianluca
- Dall'Olio, Daniele
- Sala, Claudia
- Dall'Olio, Lorenzo
- Lanino, Luca
- Maggioni, Giulia
- Campagna, Alessia
- Bicchieri, Marilena
- Bonometti, Arturo
- Lancellotti, Cesare
- Rahal, Daoud
- Di Tommaso, Luca
- Sanavia, Tiziana
- Fariselli, Piero
- Zampini, Matteo
- Brindisi, Matteo
- Savevski, Victor
- Platzbecker, Uwe
- Diez-Campelo, Maria
- Zhao, Lin Pierre
- Fenaux, Pierre
- Haferlach, Torsten
- Planat, Vincent
- Colombatti, Raffaella
- del Mar Manu-Pereira, Maria
- Krogh, Anders
- Uribe, Silvia
- Zazo, Santiago
- Giampieri, Enrico
- Castellani, Gastone
- Della Porta, Matteo Giovanni
- Alvarez, Federico
Blood (p. 4989-4990) - 5/11/2024
10.1182/blood-2024-205541 View at source
- ISSN 00064971
Data Driven Research through the European RADeep Registry and the Use of Artificial Intelligence Towards Personalized Medicine in Sickle Cell Disease
- Gimbert, Anna Collado
- Reidel, Sara
- Apellaniz, Patricia Alonso de
- Alvarez, Federico
- Galende, Borja Arroyo
- Beneitez, David
- Biemond, Bart J
- Boaro, Maria Paola
- Garcia, Betzabel Cajiao
- Castellani, Gastone
- Cela, Elena
- Cnossen, Marjon H
- Fariselli, Piero
- Fijnvandraat, Karin
- Gulbis, Beatrice
- Idrizovic, Amira
- Kountouris, Petros
- Pierrefeu, Vincent Malcor Deydier De
- Manceau, Sandra
- Mezzalira, Elisabetta
- Nur, Erfan
- Orphanou, Kalia
- Parras, Juan
- Payan-Pernia, Salvador
- D'Orengiani, Anne-Laure Pham Hung D'Alexandry
- Rab, Minke A E
- Reggiani, Giulia
- Rijneveld, Anita W
- Rollo, Cesare
- Llobet, Anna Ruiz
- Sanavia, Tiziana
- Schols, Saskia E M
- Tamana, Stella
- Traets, Marissa J M
- Uribe, Silvia
- van der Veen, Sigrid
- Zazo, Santiago
- Bartolucci, Pablo
- De Montalembert, Mariane
- Colombatti, Raffaella
- van Beers, Eduard J
- Manu-Pereira, Maria del Mar
Blood (p. 1138-1140) - 5/11/2024
10.1182/blood-2024-203331 View at source
- ISSN 00064971
This researcher has no books.
This researcher has no book chapters.
Experimenting Federated AI Models for Hematological Diseases
- Carota L
- Casadei F
- Asti G
- Piscia D
- Apellániz PA
- D’Amico S
- Biondi R
- Sala C
- Merleau NSC
- van Deventer MSJ
- Colombatti R
- Mezzalira E
- Mañú Pereira MdM
- Reidel SI
- Polizzi S
- Peluso S
- Rollo C
- Sanavia T
- Fariselli P
- Parras J
- Almodóvar A
- Zazo S
- Della Porta M
- Alvarez F
- Castellani G
- Giampieri E
ARTIFICIAL INTELLIGENCE IN EDUCATION. POSTERS AND LATE BREAKING RESULTS, WORKSHOPS AND TUTORIALS, INDUSTRY AND INNOVATION TRACKS, PRACTITIONERS, DOCTORAL CONSORTIUM AND BLUE SKY, AIED 2023 (p. 17-30) - 1/1/2026
10.1007/978-3-032-17216-7_2 View at source
- ISSN 18650929
An improved tabular data generator with VAE-GMM integration
- Apellaniz, Patricia A
- Parras, Juan
- Zazo, Santiago
2013 21st European Signal Processing Conference, Eusipco 2013 (p. 1886-1890) - 1/1/2024
10.23919/eusipco63174.2024.10715230 View at source
- ISSN 22195491
CR-SAVAE: A Parametric Method for Survival Analysis with Competing Risks
- Apellaniz, Patricia A
- Parras, Juan
- Zazo, Santiago
32nd European Signal Processing Conference (p. 1526-1530) - 1/1/2024
Survival Model Optimization via Federated Learning: A Study Combining Simulations and Experiments
- Casadei, Francesco
- Carota, Luciana
- Asti, Gianluca
- D'Amico, Saverio
- Piscia, Davide
- Zazo, Santiago
- Apellaniz, Patricia A
- Parras, Juan
- Sala, Claudia
- Rollo, Cesare
- Merleau, Nono S C
- Fariselli, Piero
- Della Porta, Matteo
- Sanavia, Tiziana
- Alvarez Garcia, Federico
- Castellani, Gastone
- Giampieri, Enrico
Proceedings - 2024 Ieee International Conference On Big Data, Bigdata 2024 (p. 7658-7667) - 1/1/2024
10.1109/bigdata62323.2024.10825368 View at source
- ISSN 26391589
Multi-Modal Analysis and Federated Learning Approach for Classification and Personalized Prognostic Assessment in Myeloid Neoplasms
- D'Amico, Saverio
- Dall'Olio, Lorenzo
- Rollo, Cesare
- Alonso, Patricia
- Prada-Luengo, Inigo
- Dall'Olio, Daniele
- Sala, Claudia
- Bersanelli, Matteo
- Sauta, Elisabetta
- Bicchieri, Marilena
- Morandini, Pierandrea
- Tommasini, Tobia
- Savevski, Victor
- Zhao, Lin-Pierre
- Platzbecker, Uwe
- Diez-Campelo, Maria
- Santini, Valeria
- Fenaux, Pierre
- Haferlach, Torsten
- Krogh, Anders
- Zazo, Santiago
- Fariselli, Piero
- Sanavia, Tiziana
- Della Porta, Matteo G
- Gastone, Castellani
Blood (p. 9828-9830) - 15/11/2022
10.1182/blood-2022-166802 View at source
- ISSN 00064971
This researcher has no working papers.
This researcher has no technical reports.
Precision drug REPurpOsing For EUrope and the world
- FERNANDEZ GARCIA, ANAIDA (Participante)
- ALMODOVAR ESPESO, ALEJANDRO (Participante)
- GUINEA PEREZ, JAVIER (Participante)
- PERDOMO QUINTEIRO, PABLO (Participante)
- JIMENEZ BEJARANO, ANA (Participante)
- ALONSO DE APELLANIZ, PATRICIA (Investigador principal (IP))
- BELMONTE HERNÁNDEZ, ALBERTO (Participante)
- PARRAS MORAL, JUAN (Miembro del equipo de trabajo)
- ZAZO BELLO, SANTIAGO (Investigador principal (IP))
- ALVAREZ GARCIA, FEDERICO (Investigador principal (IP))
Period: 01-09-2022 - 31-08-2029
- iMarina
Synthetic generation of hematological data over federated computing frameworks
- FERNANDEZ MUÑOZ, DANIEL (Participante)
- FERNANDEZ SALVADOR, LUIS FERNANDO (Participante)
- BELMONTE HERNÁNDEZ, ALBERTO (Participante)
- RODRIGO FERRAN, JUAN ANTONIO (Participante)
- ALONSO DE APELLANIZ, PATRICIA (Participante)
- ARROYO GALENDE, BORJA (Investigador principal (IP))
- LARRAGA GARCIA, BLANCA (Investigador principal (IP))
- URIBE MAYORAL, SILVIA ALBA (Participante)
- HERNÁNDEZ PEÑALOZA, GUSTAVO ADOLFO (Participante)
- PARRAS MORAL, JUAN (Miembro del equipo de investigación)
- ZAZO BELLO, SANTIAGO (Investigador principal (IP))
- ALVAREZ GARCIA, FEDERICO (Investigador principal (IP))
Period: 01-12-2022 - 30-11-2026
Type of funding: International
Amount of funding: 685000,00 Euros.
- iMarina
Genomics and Personalized Medicine for all though Artificial Intelligence in Haematological Diseases
- ALVAREZ GARCIA, FEDERICO (Investigador principal (IP))
- ZAZO BELLO, SANTIAGO (Investigador principal (IP))
- BELMONTE HERNÁNDEZ, ALBERTO (Participante)
- Menendez Garcia, Jose Manuel (Participante)
- URIBE MAYORAL, SILVIA ALBA (Participante)
- GUINEA PEREZ, JAVIER (Participante)
- RODRIGO FERRAN, JUAN ANTONIO (Participante)
- PARRAS MORAL, JUAN (Participante)
- FERNANDEZ GARCIA, ANAIDA (Participante)
- MORENO GARCÍA, FRANCISCO (Participante)
- MAYOR PEREA, MARIA JESUS (Participante)
- JIMENEZ BERMEJO, DAVID (Participante)
- ARROYO GALENDE, BORJA (Participante)
- GUTIERREZ MARTIN, ALVARO (Participante)
- JIMENEZ BEJARANO, ANA (Participante)
- TAPIA MERINO, JOSE RAMON (Participante)
- ALFONSO KURANO, JORGE (Participante)
- BASTICO, MATTEO (Participante)
- ALMODOVAR ESPESO, ALEJANDRO (Participante)
- HERNÁNDEZ PEÑALOZA, GUSTAVO ADOLFO (Participante)
- ALONSO DE APELLANIZ, PATRICIA (Participante)
Period: 01-01-2021 - 31-12-2024
Type of funding: International
Amount of funding: 869375,00 Euros.
- iMarina
MadridDataSpace4Pandemics Inteligencia Artificial y tecnologías basadas en datos para la comprensión, detección, tratamiento y análisis de la COVID-19
- MUÑOZ ARCENTALES, JOSÉ ADRÉS (Participante)
- CAMPAÑA RAMOS, IVAN (Participante)
- MUÑOZ ARCENTALES, JOSE ANDRES (Participante)
- Corcho García, Oscar (Investigador principal (IP))
- Benac Earle, Clara (Participante)
- Sundar Goswami, Subhra (Participante)
- ALONSO DE APELLANIZ, PATRICIA (Participante)
- TORRES INCHAURZA, IMANOL (Participante)
- García Santos, Narciso (Participante)
- ARIAS LONDOÑO, Julian David (Participante)
- GUTIERREZ SANCHEZ, JESUS (Investigador principal (IP))
- GARCIA DELGADO, MIGUEL ANGEL (Participante)
- LEDESMA CARBAYO, MARIA JESUS (Investigador principal (IP))
- JIMENEZ MARTIN, ANTONIO (Participante)
- HERRANZ NIEVA, ANGEL (Participante)
- GALVAÑ SALA, DAVID AMARO (Participante)
- Yelmo Garcia, Juan Carlos (Investigador principal (IP))
- QUESADA LOPEZ, DAVID (Participante)
- MARTIN GARCIA, YOD SAMUEL (Participante)
- GALOCHA DOMINGUEZ, LUIS (Participante)
- BARRA ARIAS, ENRIQUE (Participante)
- González Guardia, Esteban (Participante)
- PAVON GOMEZ, SANTIAGO (Participante)
- ALCAZAR VALDARACETE, RAUL (Participante)
- Moreno Sánchez-Capuchino, Ana María (Participante)
- ZAZO BELLO, SANTIAGO (Participante)
- BELMONTE HERNÁNDEZ, ALBERTO (Participante)
- CASAR CORREDERA, JOSE RAMON (Participante)
- TORRE OLIVA, ALEJANDRO DE LA (Participante)
- CORTES SANCHEZ, CARLOS (Participante)
- Muñoz Hernández, Susana (Participante)
- MIGUEL VELA, GONZALO C. DE (Participante)
- Díaz López, José Manuel (Participante)
- BIELZA LOZOYA, MARIA CONCEPCION (Participante)
- RODRIGUEZ VAZQUEZ, JOSE LUIS (Participante)
- LARRAÑAGA MUGICA, PEDRO MARIA (Participante)
- PARRAS MORAL, JUAN (Investigador principal (IP))
- DIAZ HONRUBIA, ANTONIO JESUS (Participante)
- BESADA PORTAS, JUAN ALBERTO (Participante)
- ROBLES FORCADA, VICTOR (Participante)
- CARRAMIÑANA JIMENEZ, DAVID (Participante)
- MENASALVAS RUIZ, ERNESTINA (Participante)
- CABRERA QUESADA, JULIAN (Participante)
- LATORRE DE LA FUENTE, ANTONIO (Participante)
- ORDUNA CORTILLAS, MARTA (Participante)
- MATEOS CABALLERO, ALFONSO (Participante)
- GODINO LLORENTE, JUAN IGNACIO (Investigador principal (IP))
- RODRIGUEZ GONZALEZ, ALEJANDRO (Participante)
- BURLAKA PETRASH, ARSEN (Participante)
- ALVAREZ GARCIA, FEDERICO (Participante)
- VIGUERAS GONZALEZ, GUILLERMO ANTONIO (Participante)
- TORRE ASTANIN, ALEXANDER DE LA (Participante)
- BAJO PEREZ, JAVIER (Participante)
- SALVACHUA RODRIGUEZ, JOAQUIN LUCIANO (Investigador principal (IP))
- ALONSO GONZALEZ, ALVARO (Participante)
- LOPEZ PERNAS, SONSOLES (Participante)
- POZO HUERTAS, ALEJANDRO (Participante)
- HUECAS FERNANDEZ-TORIBIO, GABRIEL (Participante)
- BERNARDOS BARBOLLA, ANA MARIA (Investigador principal (IP))
- GUILLÉN PACHO, IBAI (Investigador/a)
- QUEMADA VIVES, JUAN (Participante)
- BERGESIO, LUCA (Participante)
- Conde Díaz, Javier (Participante)
Period: 01-02-2020 - 31-12-2022
Type of funding: Regional
Amount of funding: 99859,50 Euros.
- iMarina
A European AI On Demand Platform and Ecosystem
- ALVAREZ GARCIA, FEDERICO (Participante)
- GOMEZ PEREZ, ASUNCION DE MARIA (Investigador principal (IP))
- BELMONTE HERNÁNDEZ, ALBERTO (Participante)
- SERRANO FERNANDEZ, EMILIO (Participante)
- ALONSO DE APELLANIZ, PATRICIA (Participante)
- IBARROLA DE ANDRÉS, ANA ANTONIA (Participante)
Period: 01-01-2019 - 31-12-2021
Type of funding: International
Amount of funding: 125493,75 Euros.
- iMarina
This researcher has no supervised thesis.
This researcher has no patents or software licenses.
Researcher profiles
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ORCID
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Scopus Author ID