Prognostic Stratification of Multiple Myeloma Using Clinicogenomic Models: Validation and Performance Analysis of the IAC‐50 Model von Mosquera Orgueira, Adrián, González Pérez, Marta Sonia, Díaz Arias, José Ángel, Antelo Rodríguez, Beatriz, Mateos, María‐Victoria

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Novel Mutation Hotspots within Non-Coding Regulatory Regions of the Chronic Lymphocytic Leukemia Genome von Mosquera Orgueira, Adrián, Rodríguez Antelo, Beatriz, Díaz Arias, José Ángel, Díaz Varela, Nicolás, Alonso Vence, Natalia, González Pérez, Marta Sonia, Bello López, José Luis

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New Recurrent Structural Aberrations in the Genome of Chronic Lymphocytic Leukemia Based on Exome-Sequencing Data von Mosquera Orgueira, Adrián, Antelo Rodríguez, Beatriz, Díaz Arias, José Ángel, González Pérez, Marta Sonia, Bello López, José Luis

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A Machine Learning Model Based on Tumor and Immune Biomarkers to Predict Undetectable MRD and Survival Outcomes in Multiple Myeloma von Guerrero, Camila, Puig, Noemi, Cedena, Maria-Teresa, Goicoechea, Ibai, Perez, Cristina, Garcés, Juan-José, Botta, Cirino, Calasanz, Maria-Jose, Gutierrez, Norma C, Martin-Ramos, Maria-Luisa, Oriol, Albert, Rios, Rafael, Hernandez, Miguel-Teodoro, Martinez-Martinez, Rafael, Bargay, Joan, de Arriba, Felipe, Palomera, Luis, Gonzalez-Rodriguez, Ana Pilar, Mosquera-Orgueira, Adrian, Gonzalez-Perez, Marta-Sonia, Martinez-Lopez, Joaquin, Lahuerta, Juan-José, Rosiñol, Laura, Blade, Joan, Mateos, Maria-Victoria, San-Miguel, Jesus F, Paiva, Bruno

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P967: A MACHINE LEARNING MODEL FOR RISK PREDICTION IN MULTIPLE MYELOMA PROGRESSING AFTER THE FIRST LINE OF THERAPY von Mosquera‐Orgueira, Adrian, Perez, Marta Sonia Gonzalez, Diaz Arias, Jose Angel, Mateos, Maria‐Victoria

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P878: SELINEXOR IN COMBINATION WITH DARATUMUMAB‐BORTEZOMIB AND DEXAMETHASONE FOR THE TREATMENT OF RELAPSE OR REFRACTORY MULTIPLE MYELOMA: UPDATED RESULTS OF THE PHASE 2, MULTICENTE... von Gonzalez‐Calle, Veronica, Rodríguez‐Otero, Paula, Sureda, Anna, Fuente, Felipe de Arriba, Reinoso Segura, Marta, Ribas, Paz, Pilar Gonzalez, Ana, Gonzalez Montes, Yolanda, Oriol, Albert, Martinez‐Lopez, Joaquín, Perez, Marta Sonia Gonzalez, Garcia, Miguel Teodoro Hernandez, Sirvent Auzmendi, Maialen, Blade, Joan, Palacios, Juan José Lahuerta, San Miguel, Jesús, Mateos, Maria‐Victoria

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PB2384: EVALUATION OF NEW MACHINE LEARNING SYSTEMS FOR PROGNOSTICATION BASED ON GENE EXPRESSION SIGNATURES IN MANTLE CELL AND PERIPHERAL T CELL LYMPHOMAS von Mosquera‐Orgueira, Adrian, Angel Diaz Arias, Jose, Serrano Martin, Rocio, Portela Piñeiro, Victor, Peleteiro Raindo, Andres, Cid Lopez, Miguel, Bao Perez, Laura, Sonia Gonzalez Perez, Marta, Mateo Perez Encinas, Manuel, Francisco Fraga Rodriguez, Maximo, Carlos Vallejo Llamas, Juan, Luis Bello Lopez, Jose

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P1234: A PROGNOSTIC MODEL BASED ON GENE EXPRESSION PARAMETERS PREDICTS A BETTER RESPONSE TO BORTEZOMIB‐CONTAINING IMMUNOCHEMOTHERAPY IN DIFFUSE LARGE B‐CELL LYMPHOMA von Mosquera‐Orgueira, Adrian, Arias, Jose Angel Diaz, Serrano Martin, Rocio, Portela Piñeiro, Victor, Cid Lopez, Miguel, Peleteiro Raindo, Andres, Bao Perez, Laura, Perez, Marta Sonia Gonzalez, Encinas, Manuel Mateo Perez, Rodriguez, Maximo Francisco Fraga, Llamas, Juan Carlos Vallejo, Bello Lopez, Jose Luis

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Survival prediction and treatment optimization of multiple myeloma patients using machine-learning models based on clinical and gene expression data von Mosquera Orgueira, Adrián, González Pérez, Marta Sonia, Díaz Arias, José Ángel, Antelo Rodríguez, Beatriz, Alonso Vence, Natalia, Bendaña López, Ángeles, Abuín Blanco, Aitor, Bao Pérez, Laura, Peleteiro Raíndo, Andrés, Cid López, Miguel, Pérez Encinas, Manuel Mateo, Bello López, José Luis, Mateos Manteca, Maria Victoria

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Time to Treatment Prediction in Chronic Lymphocytic Leukemia Based on New Transcriptional Patterns von Mosquera Orgueira, Adrián, Antelo Rodríguez, Beatriz, Alonso Vence, Natalia, Bendaña López, Ángeles, Díaz Arias, José Ángel, Díaz Varela, Nicolás, González Pérez, Marta Sonia, Pérez Encinas, Manuel Mateo, Bello López, José Luis

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Isatuximab plus pomalidomide and low-dose dexamethasone versus pomalidomide and low-dose dexamethasone in patients with relapsed and refractory multiple myeloma (ICARIA-MM): a rand... von Attal, Michel, Richardson, Paul G, Rajkumar, S Vincent, San-Miguel, Jesus, Spicka, Ivan, Leleu, Xavier, Schjesvold, Fredrik, Moreau, Philippe, Dimopoulos, Meletios A, Huang, Jeffrey Shang-Yi, Cavo, Michele, Prince, H Miles, Campana, Frank, Dubin, Franck, Attal, Michel, Rajkumar, Vincent, San-Miguel, Jesus, Beksac, Meral, Spicka, Ivan, Schjesvold, Fredrik, Moreau, Philippe, Dimopoulos, Meletios A., Minarik, Jiri, Cavo, Michele, Prince, H. Miles, Macé, Sandrine, Le-Guennec, Solenn, Dubin, Franck, Anderson, Kenneth C., Harrison, Simon, Janowski, Wojt, Kerridge, Ian, Delforge, Michel, Fostier, Karel, Vlummens, Philip, Wu, Ka Lung, Leblanc, Richard, Pavic, Michel, Sebag, Michael, Hajek, Roman, Maisnar, Vladimir, Gregersen, Henrik, Benbouker, Lotfi, Caillot, Denis, Facon, Thierry, Karlin, Lionel, Kolb, Brigitte, Pegourie, Brigitte, Tiab, Mourad, Vincent, Laure, Niederwieser, Dietger, Anagnostopoulos, Achilles, Delimpasi, Sosana, Symeonidis, Anargyros, Illes, Arpad, Mikala, Gabor, Corradini, Paolo, Fabio, Ciceri, Lemoli, Roberto, Liberati, Anna, Zambello, Renato, Iida, Shinsuke, Ikeda, Takashi, Iyama, Satoshi, Matsumoto, Morio, Sunami, Kazutaka, Suzuki, Kenshi, Uchiyama, Michihiro, Koh, Youngil, Kim, Kihyun, Lee, Jae Hoon, Min, Chang-Ki, Blacklock, Hillary, Goodman, Hugh, Neylon, Annette, Simpson, David, Grosicki, Sebastian, Jurczyszyn, Artur, Walter-Croneck, Adam, Araujo, Luis, Moreira, Claudia, Doronin, Vadim, Vranovsky, Andrej, Alegre, Adrian, Gonzalez Perez, Marta Sonia, Montes, Carmen, Ocio, Enrique, Rodriguez, Paula, Hardling, Mats, Lauri, Birgitta, Wang, Ming-Chung, Yeh, Su-Peng, Arat, Mutlu, Gulbas, Zafer, Karadogan, Ihsan, Tuglular, Tulin, Vural, Filiz, Sive, Jonathan, Yong, Kwee, Tache, Jason

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Correction: Gene expression profiling identifies FLT3 mutation-like cases in wild-type FLT3 acute myeloid leukemia von Mosquera Orgueira, Adrián, Peleteiro Raíndo, Andrés, Cid López, Miguel, Antelo Rodríguez, Beatriz, Díaz Arias, José Ángel, Ferreiro Ferro, Roi, Alonso Vence, Natalia, Bendaña López, Ángeles, Abuín Blanco, Aitor, Bao Pérez, Laura, Melero Valentín, Paula, Sonia González Pérez, Marta, Cerchione, Claudio, Martinelli, Giovanni, Montesinos Fernández, Pau, Mateo Pérez Encinas, Manuel, Luis Bello López, José

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Improved personalized survival prediction of patients with diffuse large B-cell Lymphoma using gene expression profiling von Mosquera Orgueira, Adrian, Diaz Arias, Jose Angel, Cid Lopez, Miguel, Peleteiro Raindo, Andres, Antelo Rodriguez, Beatriz, Aliste Santos, Carlos, Alonso Vence, Natalia, Bendana Lopez, Angeles, Abuin Blanco, Aitor, Bao Perez, Laura, Gonzalez Perez, Marta Sonia, Perez Encinas, Manuel Mateo, Fraga Rodriguez, Maximo Francisco, Bello Lopez, Jose Luis

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Personalized Survival Prediction of Patients With Acute Myeloblastic Leukemia Using Gene Expression Profiling von Mosquera Orgueira, Adrian, Peleteiro Raindo, Andres, Cid Lopez, Miguel, Diaz Arias, Jose angel, Gonzalez Perez, Marta Sonia, Antelo Rodriguez, Beatriz, Alonso Vence, Natalia, Bao Perez, Laura, Ferreiro Ferro, Roi, Albors Ferreiro, Manuel, Abuin Blanco, Aitor, Fontanes Trabazo, Emilia, Cerchione, Claudio, Martinnelli, Giovanni, Montesinos Fernandez, Pau, Mateo Perez Encinas, Manuel, Luis Bello Lopez, Jose

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Corrigendum: Evaluation of the Stellae-123 prognostic gene expression signature in acute myeloid leukemia von Mosquera Orgueira, Adrián, Peleteiro Raíndo, Andrés, Díaz Arias, José Ángel, Antelo Rodríguez, Beatriz, López Riñón, Mónica, Cerchione, Claudio, de la Fuente Burguera, Adolfo, González Pérez, Marta Sonia, Martinelli, Giovanni, Montesinos Fernández, Pau, Pérez Encinas, Manuel Mateo

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A prognostic model based on gene expression parameters predicts a better response to bortezomib-containing immunochemotherapy in diffuse large B-cell lymphoma von Mosquera Orgueira, Adrián, Díaz Arías, Jose Ángel, Serrano Martín, Rocio, Portela Piñeiro, Victor, Cid López, Miguel, Peleteiro Raíndo, Andrés, Bao Pérez, Laura, González Pérez, Marta Sonia, Pérez Encinas, Manuel Mateo, Fraga Rodríguez, Máximo Francisco, Vallejo Llamas, Juan Carlos, Bello López, José Luis

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Evaluation of the Stellae-123 prognostic gene expression signature in acute myeloid leukemia von Mosquera Orgueira, Adrián, Peleteiro Raíndo, Andrés, Díaz Arias, José Ángel, Antelo Rodríguez, Beatriz, López Riñón, Mónica, Cerchione, Claudio, de la Fuente Burguera, Adolfo, González Pérez, Marta Sonia, Martinelli, Giovanni, Montesinos Fernández, Pau, Pérez Encinas, Manuel Mateo

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Detection of Rare Germline Variants in the Genomes of Patients with B-Cell Neoplasms von Mosquera Orgueira, Adrian, Cid Lopez, Miguel, Peleteiro Raindo, Andres, Diaz Arias, Jose Angel, Antelo Rodriguez, Beatriz, Bao Perez, Laura, Alonso Vence, Natalia, Bendana Lopez, Angeles, Abuin Blanco, Aitor, Melero Valentin, Paula, Ferreiro Ferro, Roi, Aliste Santos, Carlos, Fraga Rodriguez, Maximo Francisco, Gonzalez Perez, Marta Sonia, Perez Encinas, Manuel Mateo, Bello Lopez, Jose Luis

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Personally Tailored Survival Prediction of Patients With Follicular Lymphoma Using Machine Learning Transcriptome-Based Models von Mosquera Orgueira, Adrián, Cid López, Miguel, Peleteiro Raíndo, Andrés, Abuín Blanco, Aitor, Díaz Arias, Jose Ángel, González Pérez, Marta Sonia, Antelo Rodríguez, Beatriz, Bao Pérez, Laura, Ferreiro Ferro, Roi, Aliste Santos, Carlos, Pérez Encinas, Manuel Mateo, Fraga Rodríguez, Máximo Francisco, Cerchione, Claudio, Mozas, Pablo, Bello López, José Luis

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Unsupervised machine learning improves risk stratification in newly diagnosed multiple myeloma: an analysis of the Spanish Myeloma Group von Mosquera Orgueira, Adrian, González Pérez, Marta Sonia, Diaz Arias, Jose, Rosiñol, Laura, Oriol, Albert, Teruel, Ana Isabel, Martinez Lopez, Joaquin, Palomera, Luis, Granell, Miguel, Blanchard, Maria Jesus, de la Rubia, Javier, López de la Guia, Ana, Rios, Rafael, Sureda, Anna, Hernandez, Miguel Teodoro, Bengoechea, Enrique, Calasanz, María José, Gutierrez, Norma, Martin, Maria Luis, Blade, Joan, Lahuerta, Juan-Jose, San Miguel, Jesús, Mateos, Maria Victoria

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