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Davide Crucitti
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Journal Articles

Smartcytoflow: A Machine Learning Decision Support System for Flow Cytometry Analysis in B Cell Acute Lymphoblastic Leukemia Diagnosis and Monitoring

Carlos Pérez Míguez, Jose Angel Diaz Arias, Davide Crucitti, Jesús Gómez Fernández, Manuel Piñeiro Fiel, Lucrecia Yanez San Segundo, Adrian Mosquera Orgueira
Journal: Blood
Blood (2024) 144 (Supplement 1): 7483.
https://doi.org/10.1182/blood-2024-201439
Published: 2024
Journal Articles

Drug Development for Hematological Cancer Targets Using Asclepius

Davide Crucitti, Carlos Pérez Míguez, Manuel Piñeiro Fiel, Jose Angel Diaz Arias, Jesús Gómez Fernández, Adrian Mosquera Orgueira, Amer M. Zeidan
Journal: Blood
Blood (2024) 144 (Supplement 1): 7464.
https://doi.org/10.1182/blood-2024-198610
Published: 2024
Journal Articles

Smartcytoflow: A Machine Learning Decision Support System for Flow Cytometry Analysis in Non-Hodgkin Lymphoma Diagnosis and Screening

Carlos Pérez Míguez, Jose Angel Diaz Arias, Jose Antonio Taibo Salorio, Davide Crucitti, Manuel Piñeiro Fiel, Jesús Gómez Fernández, Noelia Jorge Ríos, Rosanna Abal García, Adrian Mosquera Orgueira
Journal: Blood
Blood (2024) 144 (Supplement 1): 3606.
https://doi.org/10.1182/blood-2024-199000
Published: 2024
Journal Articles

Myeloma and Lymphoma Medical Helpers: AI-Powered Decision Support Tools for Hematologic Malignancies

Davide Crucitti, Carlos Pérez Míguez, Marta Sonia Gonzalez Perez, Jose Angel Diaz Arias, Jesús Gómez Fernández, Manuel Piñeiro Fiel, Carlos Panizo, Maria-Victoria Mateos, Adrian Mosquera Orgueira
Journal: Blood
Blood (2024) 144 (Supplement 1): 7478.
https://doi.org/10.1182/blood-2024-194597
Published: 2024
Journal Articles

Prediction of Poor Survival after Hematopoietic Cell Transplantation in Myelofibrosis Using Machine Learning Techniques

Juan Carlos Hernandez Boluda, Adrian Mosquera Orgueira, Luuk Gras, Linda Koster, Joe Tuffnell, Nicolaus Kröger, Emanuele Angelucci, Thomas Schroeder, Marie Robin, Martin Bornhäuser, Jakob Passweg, Sr., Igor Wolfgang Blau, Ibrahim Yakoub-Agha, Annoek E. C. Broers, Matthias Stelljes, Henrik Sengeloev, Jan Vydra, Uwe Platzbecker, Jurgen Kuball, Frederic Baron, Sr., Kristina Carlson, Javier Rojas, Sr., Carlos Pérez Míguez, Davide Crucitti, Kavita K Raj, Joanna Drozd-Sokolowska, Giorgia Battipaglia, Nicola Polverelli, Tomasz Czerw, Donal P McLornan
Journal: Blood
Blood (2024) 144 (Supplement 1): 3558.
https://doi.org/10.1182/blood-2024-200237
Published: 2024
Journal Articles

Genomic Instability in Early-Onset Myelodysplastic Syndrome Patients Harboring Rare Germline Variants in NHEJ DNA Repair Genes

Maria Gabarrós-Subirà, Carlos Pérez Míguez, Sandra Novoa Jáuregui, Jose Angel Díaz-Arias, Tzu Hua Chen, Sara Torres-Esquius, Araceli Sama-Barroso, Helena Pomares, Teresa Ezponda, Montserrat Arnan, Maria Diez-Campelo, Davide Crucitti, Ana Alfonso Pierola, Mónica Del Rey, Laura Palomo, Francesc Bosch, David Valcárcel Ferreiras, Julia Montoro, Adrian Mosquera Orgueira, Andres Jerez
Journal: Blood
Blood (2024) 144 (Supplement 1): 2708.
https://doi.org/10.1182/blood-2024-211133
Published: 2024
Journal Articles

Evaluating Molecular and Clinical Predictors in Myelodysplastic Syndromes through Machine Learning Integration

Adrian Mosquera Orgueira, Manuel Perez Encinas, Carlos Pérez Míguez, Davide Crucitti, Manuel Piñeiro Fiel, Nicolas Díaz Varela, Elvira Mora, Marina Díaz-Beyá, Maria Julia Montoro, Helena Pomares, Fernando Ramos Ortega, Mar Tormo, Andres Jerez, Josep Nomdedeu, Carlos de Miguel Sanchez, Leonor Arenillas, Paula Carcel Corella, Maria Teresa Cedena Romero, Blanca Xicoy, María Eugenia Rivero, Rafael Andrés Del Orbe Barreto, Jan Philipp Bewersdorf, Maximilian Stahl, Jessica M. Stempel, Tariq Kewan, Amer M. Zeidan, Maria Diez-Campelo, David Valcarcel
Journal: Blood
Blood (2024) 144 (Supplement 1): 6683.
https://doi.org/10.1182/blood-2024-198114
Published: 2024
Journal Articles

Automated Image Analysis Pipeline for Standardized Processing, Segmentation, and Feature Extraction in Diffuse Large B-Cell Lymphoma Histological Slides: Towards Enhanced Prediction of Immunotherapy Response and Risk Stratification

Manuel Piñeiro Fiel, Carlos Pérez Míguez, Jose Antonio Taibo Salorio, Davide Crucitti, Jesús Gómez Fernández, Noelia Jorge Ríos, Rosanna Abal García, Jose Angel Diaz Arias, Carlos Aliste Santos, Máximo Francisco Fraga Rodríguez, Adrian Mosquera Orgueira
Journal: Blood
Blood (2024) 144 (Supplement 1): 3593.
https://doi.org/10.1182/blood-2024-199008
Published: 2024
Journal Articles

Smartcytoflow: A Machine Learning Decision Support System for Flow Cytometry Analysis in Multiple Myeloma Diagnosis and Monitoring

Carlos Pérez Míguez, Jose Angel Diaz Arias, Davide Crucitti, Jesús Gómez Fernández, Manuel Piñeiro Fiel, Marta Sonia Gonzalez Perez, Maria-Victoria Mateos, Adrian Mosquera Orgueira
Journal: Blood
Blood (2024) 144 (Supplement 1): 1938.
https://doi.org/10.1182/blood-2024-194599
Published: 2024
Journal Articles

Development and Validation of Novel Machine Learning-Based Risk Scores for Multiple Myeloma: Insights from the Harmony Alliance Big Data Platform

Adrian Mosquera Orgueira, Marta Sonia Gonzalez Perez, Mattia D'Agostino, David A. Cairns, Alessandra Larocca, Juan José Lahuerta Palacios, Ruth Wester, Uta Bertsch, Anders Waage, Elena Zamagni, Carlos Pérez Míguez, Niels W.C.J. Van De Donk, Graham Jackson, Davide Crucitti, Hans Salwender, Daniele Dall'Olio, Gastone Castellani, Manuel Piñeiro Fiel, Sara Bringhen, Sonja Zweegman, Michele Cavo, Jesus Maria Hernandez Rivas, Benedetto Bruno, Gordon Cook, Martin F Kaiser, Hartmut Goldschmidt, Pieter Sonneveld, Jesús F. San-Miguel, Mario Boccadoro, Maria- Victoria Mateos
Journal: Blood
Blood (2024) 144 (Supplement 1): 2226.
https://doi.org/10.1182/blood-2024-201448
Published: 2024
Journal Articles

Supervised Machine Learning Improves Risk Stratification in Newly Diagnosed Myelodysplastic Syndromes: An Analysis of the Spanish Group of Myelodysplastic Syndromes

Adrian Mosquera Orgueira, Manuel Perez Encinas, Nicolas A Diaz Varela, Elvira Mora, Marina Díaz-Beyá, María Julia Montoro, Helena Pomares, Fernando Ramos, Mar Tormo, Andres Jerez, Josep F Nomdedeu, Carlos De Miguel Sanchez, Arenillas Leonor, Paula Cárcel, Maria Teresa Cedena Romero, Blanca Xicoy, Eugenia Rivero, Rafael Andres del Orbe Barreto, Maria Diez-Campelo, Luis E. Benlloch, Davide Crucitti, David Valcárcel
Journal: Blood
Blood (2022) 140 (Supplement 1): 1132–1134.
https://doi.org/10.1182/blood-2022-159429
Published: 2022