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Decomposition of Small Transformer Models
Casper L. Christensen, Logan Riggs
Recent work in mechanistic interpretability has shown that decomposing models in parameter space may yield clean handles for analysis and intervention. Previous methods have demons…
Code Like Humans: A Multi-Agent Solution for Medical Coding
Andreas Motzfeldt, Joakim Edin, Casper L. Christensen +3
In medical coding, experts map unstructured clinical notes to alphanumeric codes for diagnoses and procedures. We introduce Code Like Humans: a new agentic framework for medical co…
Bi-Axial Transformers: Addressing the Increasing Complexity of EHR Classification
Rachael DeVries, Casper Christensen, Marie Lisandra Zepeda Mendoza +1
Electronic Health Records (EHRs), the digital representation of a patient's medical history, are a valuable resource for epidemiological and clinical research. They are also becomi…