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Juan Pablo Capdevila
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Journal Articles

Race agnostic models maintain accuracy in predicting m-protein levels in multiple myeloma

Free
Rahul Thakur, James Driscoll, Jennifer Ahlstrom, Jay Hydren, Mason Barnes, Juan Pablo Capdevila, Brian Betts, Marco Davila, Shernan Holtan, Jorge Arturo Hurtado Martinez, Ehsan Malek
Journal: Blood
Blood (2025) 146 (Supplement 1): 2810.
https://doi.org/10.1182/blood-2025-2810
Published: 2025
Journal Articles

Unstructured serum electrophoresis data limits real world AI models in multiple myeloma: Evaluation of 384 institutions across United States

Free
Ehsan Malek, Juan Pablo Capdevila, Rahul Thakur, Mason Barnes, Jay Hydren, Jennifer Ahlstrom, James Driscoll, Marco Davila, Shernan Holtan, Brian Betts, Karla Mariana Castro Bórquez, Jorge Arturo Hurtado Martinez
Journal: Blood
Blood (2025) 146 (Supplement 1): 2809.
https://doi.org/10.1182/blood-2025-2809
Published: 2025
Journal Articles

Standardizing lines of treatment (LOT) in multiple myeloma: Real-world validation of an automated rule-based algorithm

Free
Patricia Alejandra Flores Pérez, Juan Pablo Capdevila, Karla Mariana Castro Bórquez, Samuel Bennion, Jay Hydren, Giovanni Galbuchi, Rachel Jensen, Mason Barnes, Jael Antonio Liñán Esparza, Felipe Flores Quiroz, Jennifer Ahlstrom, Daniel Auclair, Rahul Banerjee, Ola Landgren, David Coffey, Nadine Abdallah, Urvi Shah, Peter Voorhees, Douglas Sborov, Malin Hultcrantz, Jorge Arturo Hurtado Martinez
Journal: Blood
Blood (2025) 146 (Supplement 1): 8154.
https://doi.org/10.1182/blood-2025-8154
Published: 2025
Journal Articles

Evaluating a doctor-in-the-loop AI-agent for multiple myeloma chart reviews

Free
Karla Mariana Castro Bórquez, Juan Pablo Capdevila, Jennifer Ahlstrom, Jay Hydren, Alejandro Lopez, Jorge Alberto López Carlos, Andrea Victoria Pacheco, Ana Echenique Alcázar, Edgar Ricardo Olivas Domínguez, Eduardo Franco Hernandez, Miranda De la Luz Franco, Martha Paola Anchondo Commesse, Magaly Valeria Escobedo Cruz, ANA Sahagun, Jorge Arturo Hurtado Martinez
Journal: Blood
Blood (2025) 146 (Supplement 1): 4424.
https://doi.org/10.1182/blood-2025-4424
Published: 2025
Journal Articles

Speeding up Myeloma Care: Robust Machine Learning Predictions of M-Spike Levels

Free
Ehsan Malek, Juan Pablo Capdevila, Jennifer M. Ahlstrom, Jorge Arturo Hurtado Martinez, Gi-Ming Wang, Jay R. Hydren, James J. Driscoll, II
Journal: Blood
Blood (2024) 144 (Supplement 1): 7604.
https://doi.org/10.1182/blood-2024-200888
Published: 2024
Journal Articles

Machine Learning in Myeloma: Do Racial Differences Influences Systemic Impact of Multiple Myeloma?

Free
Hector Tirado, Jorge Arturo Hurtado Martinez, Jennifer M. Ahlstrom, Jay R. Hydren, Juan Pablo Capdevila, James J. Driscoll, II, Gi-Ming Wang, Ehsan Malek
Journal: Blood
Blood (2024) 144 (Supplement 1): 7840.
https://doi.org/10.1182/blood-2024-208026
Published: 2024