3 papers
cs.LG2026
Engineering FAIR Privacy-preserving Applications that Learn Histories of Disease
Ines N. Duarte, Praphulla M. S. Bhawsar, Lee K. Mason +4
A recent report on "Learning the natural history of human disease with generative transformers" created an opportunity to assess the engineering challenge of delivering user-facing…
cs.LG2025
Fractal Language Modelling by Universal Sequence Maps (USM)
Jonas S Almeida, Daniel E Russ, Susana Vinga +6
Motivation: With the advent of Language Models using Transformers, popularized by ChatGPT, there is a renewed interest in exploring encoding procedures that numerically represent s…
cs.CL2025
Leveraging large language models for structured information extraction from pathology reports
Jeya Balaji Balasubramanian, Daniel Adams, Ioannis Roxanis +4
Background: Structured information extraction from unstructured histopathology reports facilitates data accessibility for clinical research. Manual extraction by experts is time-co…