PRAIA - Publications AI/HEALTH

This line of work is framed in the area of Bioinformatics and aims to provide novel solutions to problems related to precision medicine and offer help in the investigation of the mechanisms inherent to diseases. In this way, the application of AI techniques, more specifically Machine Learning (ML), and existing computing capabilities to the field of health will make it possible to generate support systems for physicians that facilitate their work and the quality of the services provided, resulting in a better quality of life for patients. Thus, the aim is to apply techniques that have proven their validity and effectiveness in other fields, such as biometrics, handwritten text recognition, and automatic translation to healthcare.

Andrés Larroza, Francisco Javier Pérez-Benito, Raquel Tendero Alarcón, Juan Carlos Pérez Cortés, Marta Román, Rafael Llobet Azpitarte. (2024).
Breast Delineation in Full-Field Digital Mammography Using the Segment Anything Model.
Diagnostics 14(10), .
ISBN:https://portal.issn.org/resource/ISSN/2075-4418
https://doi.org/10.3390/diagnostics14101015

@article{alarroza2024breast,
	author = {Andrés Larroza and Francisco Javier Pérez-Benito and Raquel Tendero Alarcón and Juan Carlos Pérez Cortés and Marta Román and Rafael Llobet Azpitarte},
	title = {Breast Delineation in Full-Field Digital Mammography Using the Segment Anything Model},
	journal = {Diagnostics},
	year = {2024},
	volume = {14},
	number = {10},
	pages = {},
	publisher = {},
	doi = {https://doi.org/10.3390/diagnostics14101015},
	isbn = {https://portal.issn.org/resource/ISSN/2075-4418}
}

José Ramón Navarro Cerdán, Manuel Sánchez Gomis, Patricia Pons, Santiago Gálvez Settier, Francisco Valverde, Ana Ferrer-Albero, Inmaculada Sauri, Antonio Fernández, Josep Redón. (2024).
Effects of Comorbidities (Chronic Illness) on Hospitalization and Mortality Risks. (Chapter 8)
Brian Pickering et al. (eds).
Technology in Healthcare: Introduction, Clinical Impacts, Workflow Improvement, Structuring and Assessment, Boston-Delft: now publishers, 87-102
ISBN: 978-1-63828-237-2
http://dx.doi.org/10.1561/9781638282372.ch8

@inbook{jramon2024effects,
	author = {José Ramón Navarro Cerdán and Manuel Sánchez Gomis and Patricia Pons and Santiago Gálvez Settier and Francisco Valverde and Ana Ferrer-Albero and Inmaculada Sauri and Antonio Fernández and Josep Redón},
	title = {Effects of Comorbidities (Chronic Illness) on Hospitalization and Mortality Risks},
	journal = {},
	year = {2024},
	volume = {},
	number = {},
	pages = {87-102},
	chapter = {8},
	booktitle = {Technology in Healthcare: Introduction, Clinical Impacts, Workflow Improvement, Structuring and Assessment},
	publisher = {Boston-Delft: now publishers},
	doi = {http://dx.doi.org/10.1561/9781638282372.ch8},
	isbn = {978-1-63828-237-2}
}

Ana Leitão, Pau Redón, José Ramón Navarro Cerdán, Santiago Galvez-Settier, Evert van Loenen, Josep Redon. (2024).
Monitoring Sepsis Patients in the Emergency Department: The Use of a Real-Time Location System. (Chapter 21)
Brian Pickering et al. (eds).
Technology in Healthcare: Introduction, Clinical Impacts, Workflow Improvement, Structuring and Assessment, Boston-Delft: now publishers, 265-279
ISBN: 978-1-63828-237-2
http://dx.doi.org/10.1561/9781638282372.ch21

@inbook{aleitao2024monitoring,
	author = {Ana Leitão and Pau Redón and José Ramón Navarro Cerdán and Santiago Galvez-Settier and Evert van Loenen and Josep Redon},
	title = {Monitoring Sepsis Patients in the Emergency Department: The Use of a Real-Time Location System},
	journal = {},
	year = {2024},
	volume = {},
	number = {},
	pages = {265-279},
	chapter = {21},
	booktitle = {Technology in Healthcare: Introduction, Clinical Impacts, Workflow Improvement, Structuring and Assessment},
	publisher = {Boston-Delft: now publishers},
	doi = {http://dx.doi.org/10.1561/9781638282372.ch21},
	isbn = {978-1-63828-237-2}
}

Roland Roller, Supriyo Chatterjea, Brian Pickering, Holmer Hemsen, Dimitrios Vogiatzis, Ricard Martínez Martínez, Georg Langs, Simona Rabinovici-Cohen, Wiebke Duettmann, Alex Sangers, Maria-Esther Vidal, Ernestina Menasalvas Ruiz, Marga Martin Sanchez, Josep Redon, Ana Ferrer-Albero, Alexandra Muñoz-Oliver, Gerrit J. Noordergraaf, Igor Paulussen, Per Henrik Vincent, Arne IJpma, José-Ramón Navarro-Cerdán, Santiago Gálvez-Settier. (2024).
General Learnings From the Horizon 2020 Project BigMedilytics. (Chapter 27)
Brian Pickering et al. (eds).
Technology in Healthcare: Introduction, Clinical Impacts, Workflow Improvement, Structuring and Assessment, Boston-Delft: now publishers, 340-360
ISBN: 978-1-63828-237-2
http://dx.doi.org/10.1561/9781638282372.ch27

@inbook{rroller2024general,
	author = {Roland Roller and Supriyo Chatterjea and Brian Pickering and Holmer Hemsen and Dimitrios Vogiatzis and Ricard Martínez Martínez and Georg Langs and Simona Rabinovici-Cohen and Wiebke Duettmann and Alex Sangers and Maria-Esther Vidal and Ernestina Menasalvas Ruiz and Marga Martin Sanchez and Josep Redon and Ana Ferrer-Albero and Alexandra Muñoz-Oliver and Gerrit J. Noordergraaf and Igor Paulussen and Per Henrik Vincent and Arne IJpma and José-Ramón Navarro-Cerdán and Santiago Gálvez-Settier},
	title = {General Learnings From the Horizon 2020 Project BigMedilytics},
	journal = {},
	year = {2024},
	volume = {},
	number = {},
	pages = {340-360},
	chapter = {27},
	booktitle = {Technology in Healthcare: Introduction, Clinical Impacts, Workflow Improvement, Structuring and Assessment},
	publisher = {Boston-Delft: now publishers},
	doi = {http://dx.doi.org/10.1561/9781638282372.ch27},
	isbn = {978-1-63828-237-2}
}

Silvia Ruiz-España, Rafael Ortiz-Ramón, Úrsula Pérez-Ramírez, Antonio Díaz-Parra, Roberto Ciccocioppo, Patrick Bach, Sabine Vollstädt-Klein, Falk Kiefer, Wolfgang H. Sommer, Santiago Canals, David Moratal. (2023).
MRI texture-based radiomics analysis for the identification of altered functional networks in alcoholic patients and animal models.
Computerized Medical Imaging and Graphics, In Press.
ISBN:0895-6111
https://doi.org/10.1016/j.compmedimag.2023.102187

@article{sruiz-espana2023mri,
	author = {Silvia Ruiz-España and Rafael Ortiz-Ramón and Úrsula Pérez-Ramírez and Antonio Díaz-Parra and Roberto Ciccocioppo and Patrick Bach and Sabine Vollstädt-Klein and Falk Kiefer and Wolfgang H. Sommer and Santiago Canals and David Moratal},
	title = {MRI texture-based radiomics analysis for the identification of altered functional networks in alcoholic patients and animal models},
	journal = {Computerized Medical Imaging and Graphics},
	year = {2023},
	volume = {},
	number = {},
	pages = {In Press},
	publisher = {},
	doi = {https://doi.org/10.1016/j.compmedimag.2023.102187},
	isbn = {0895-6111}
}

Juan Alberto Delgado Sanchis, Pedro Pons Suñer, Noemi Alvarez, Claudia Sargas, Sara Dorado, Jose Vicente Gil Ortí, François Signol, Marta Llop, Laura Arnal Benedicto, Rafael Llobet, Juan-Carlos Perez-Cortes, Rosa Ayala, Eva Barragán. (2023).
A Supervised Machine Learning Model to Predict Therapy Response and Mortality at 90 days After Acute Myeloid Leukemia Diagnosis.
medRxiv, .
https://doi.org/10.1101/2023.06.26.23291731

@article{jalberto2023a,
	author = {Juan Alberto Delgado Sanchis and Pedro Pons Suñer and Noemi Alvarez and Claudia Sargas and Sara Dorado and Jose Vicente Gil Ortí and François Signol and Marta Llop and Laura Arnal Benedicto and Rafael Llobet and Juan-Carlos Perez-Cortes and Rosa Ayala and Eva Barragán},
	title = {A Supervised Machine Learning Model to Predict Therapy Response and Mortality at 90 days After Acute Myeloid Leukemia Diagnosis},
	journal = {medRxiv},
	year = {2023},
	volume = {},
	number = {},
	pages = {},
	publisher = {},
	doi = {https://doi.org/10.1101/2023.06.26.23291731},
	isbn = {}
}

Diana Castilla, Omar del Tejo Catalá, Patricia Pons, François Signol, Beatriz Rey, Carlos Suso-Ribera, Juan-Carlos Perez-Cortes. (2023).
Improving the understanding of web user behaviors through machine learning analysis of eye-tracking data.
User Modeling and User-Adapted Interaction, .
https://doi.org/10.1007/s11257-023-09373-y

@article{dcastilla2023improving,
	author = {Diana Castilla and Omar del Tejo Catalá and Patricia Pons and François Signol and Beatriz Rey and Carlos Suso-Ribera and Juan-Carlos Perez-Cortes},
	title = {Improving the understanding of web user behaviors through machine learning analysis of eye-tracking data},
	journal = {User Modeling and User-Adapted Interaction},
	year = {2023},
	volume = {},
	number = {},
	pages = {},
	publisher = {},
	doi = {https://doi.org/10.1007/s11257-023-09373-y},
	isbn = {}
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J. Ramón Navarro-Cerdán, Pedro Pons-Suñer, Laura Arnal Benedicto, Joaquim Arlandis, Rafael Llobet, Juan-Carlos Perez-Cortes, Francisco Lara-Hernández, Luis Alvarez, Ana-Bárbara García-García, Felipe Javier Chaves. (2023).
Machine-learning approach for Type 2 Diabetes diagnosis and prognosis models over heterogeneous feature spaces.
medRxiv, .
https://doi.org/10.1101/2023.07.26.23293097

@article{jramon2023machine-learning,
	author = {J. Ramón Navarro-Cerdán and Pedro Pons-Suñer and Laura Arnal Benedicto and Joaquim Arlandis and Rafael Llobet and Juan-Carlos Perez-Cortes and Francisco Lara-Hernández and Luis Alvarez and Ana-Bárbara García-García and Felipe Javier Chaves},
	title = {Machine-learning approach for Type 2 Diabetes diagnosis and prognosis models over heterogeneous feature spaces},
	journal = {medRxiv},
	year = {2023},
	volume = {},
	number = {},
	pages = {},
	publisher = {},
	doi = {https://doi.org/10.1101/2023.07.26.23293097},
	isbn = {}
}

F.J. Pérez-Benito, A. Larroza, J-C. Pérez-Cortes, R. Llobet. (2023).
Three-blind validation of a Deep Learning model to obtain the dense tissue area in digital mammographies.
Mathematical Modelling in Engineering & Human Behaviour 2023, 62-71.
ISBN:978-84-09-57681-4
https://imm.webs.upv.es/jornadas/proceedings/Modelling2023.pdf

@article{fperez-benito2023three-blind,
	author = {F.J. Pérez-Benito and A. Larroza and J-C. Pérez-Cortes and R. Llobet},
	title = {Three-blind validation of a Deep Learning model to obtain the dense tissue area in digital mammographies},
	journal = {Mathematical Modelling in Engineering & Human Behaviour 2023},
	year = {2023},
	volume = {},
	number = {},
	pages = {62-71},
	publisher = {},
	doi = {https://imm.webs.upv.es/jornadas/proceedings/Modelling2023.pdf},
	isbn = {978-84-09-57681-4}
}

F.J. Pérez-Benito. (2023).
We took part in the mathematical modeling congress.
Noticias ITI, .
https://intranet.iti.upv.es/noticias/2023/07/participamos_en_el_congreso_de_modelado_matematico/

@article{fperez-benito2023we,
	author = {F.J. Pérez-Benito},
	title = {We took part in the mathematical modeling congress},
	journal = {Noticias ITI},
	year = {2023},
	volume = {},
	number = {},
	pages = {},
	publisher = {},
	doi = {https://intranet.iti.upv.es/noticias/2023/07/participamos_en_el_congreso_de_modelado_matematico/},
	isbn = {}
}

Healthcare related scientific publications

Works related to different healthcare challenges using AI technologies