FO
Felipe Ocampo Osorio
Artificial intelligencecs.AIMachine learningartificial intelligenceArtificial Intelligencehealth informaticsImmunotherapy, AdoptiveAbdomenAnesthesiologistsAnesthesiology
On Valency
published · living versionsW_qg2btp2g·v1 · currentpublished
Towards a Deterministic Math Solver for Clinical Language Models
with Sebastián Andrés Cajas Ordoñez, Maximin Lange, Rafi Al Attrach, Sahil Kapadia +3
1 version
Preprints & journals
14 papers in the corpus · 2024–2026ModaLens: Measuring Image Sensitivity in Report-Conditioned Medical VLMs2609.15635v1 · Sebasti'an Andr'es Cajas Ord'onez, Maximin Lange, Quang Bui et al.2026 · 0 citationsarXiv
Towards a Deterministic Math Solver for Clinical Language Models2609.10728v1 · Felipe Ocampo Osorio, Sebasti'an Andr'es Cajas Ordonez, Maximin Lange et al.2026 · 0 citationsarXivon Valency
A proposal of good manufacturing practices (GMP) laboratory for CAR T-cell therapy in Latin America and the Caribbean: challenges and opportunities.42694664 · Cabrera-Salcedo, Sergio Camilo, Parra-Lara, Luis Gabriel, Fernandes-Pineda, Monica et al.2026 · 0 citationsFrontiers in public health. 2026;14:1875553
Agents Catching Agents: Shortcut Cascades and Benchmark Gaming in Clinical Multi-Agent Systems2608.03744v2 · Sebasti'an Andr'es Cajas Ord'onez, Agastya Munnangi, Aldo Marzullo et al.2026 · 0 citationsarXiv
SHORTKIT-ML: A UNIFIED MULTI-PERSPECTIVE FRAMEWORK FOR DETECTING SHORTCUT LEARNING IN MEDICAL IMAGING EMBEDDINGS.42094137 · Cajas, Sebastian, Marzullo, Aldo, Kapadia, Sahil et al.2026 · 0 citationsmedRxiv : the preprint server for health sciences. 2026
Quantum Kernel Advantage over Classical Collapse in Medical Foundation Model Embeddings2604.24597v1 · Sebastian Cajas Ord'onez, Felipe Ocampo Osorio, Dax Enshan Koh et al.2026 · 0 citationsarXiv
When evidence meets artificial intelligence.42058448 · Cruz-Suarez, Gustavo Adolfo, Hincapié-Ayala, Daniela, Osorio, Felipe Ocampo et al.2026 · 0 citationsLancet regional health. Americas. 2026;59:101472
Engineering framework for curiosity-driven and humble AI in clinical decision support.41871866 · Arslan, Janan, Benke, Kurt, Cajas Ordones, Sebastian Andres et al.2026 · 1 citationBMJ health & care informatics. 2026;33(1)
From diverse CT scans to generalization: towards robust abdominal organ segmentation.41772476 · Llopis, Nicolás Álvarez, Ocampo Osorio, Felipe, Álzate-Grisales, Jesús Alejandro et al.2026 · 1 citationBMC medical imaging. 2026;26(1)
Developing and Testing an Engineering Framework for Curiosity-Driven and Humble AI in Clinical Decision Support10.64898/2026.02.06.26345664v1 · Arslan, J., Benke, K., Cajas, S. et al.2026 · 0 citationsmedRxiv
Artificial intelligence in the diagnosis of Hirschsprung disease: A scoping review and rationale for a multicentric approach.41565153 · Alzate-Ricaurte, Sergio, Ocampo Osorio, Felipe, Costa-Roig, Adrià et al.2026 · 4 citationsJournal of pediatric surgery. 2026;61(4):162932
Smart CAR-T Nanosymbionts: archetypes and proto-models.40873579 · Baena, Juan C, Victoria, Juan Sebastián, Toro-Pedroza, Alejandro et al.2025 · 24 citationsFrontiers in immunology. 2025;16:1635159
Predicting no-shows at outpatient appointments in internal medicine using machine learning models.40567710 · Ocampo Osorio, Felipe, Pedroza Gomez, Santiago, Rebellón Sanchez, David Esteban et al.2025 · 5 citationsPeerJ. Computer science. 2025;11:e2762
The anesthesiologist's guide to critically assessing machine learning research: a narrative review.39695968 · Ocampo Osorio, Felipe, Alzate-Ricaurte, Sergio, Mejia Vallecilla, Tomas Eduardo et al.2024 · 14 citationsBMC anesthesiology. 2024;24(1):452
Career total: 20 works. 14 are in this corpus.
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