Vinicius Almeida

MD, PhD. I like to do research at the intersection of AI and healthcare. This is my corner of the web for up-to-date information about my work, research projects, publications, and writing.

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• EHR & Transcript Consolidation Service

  A service that listens to a live clinical conversation and, chunk by chunk, reconciles it against the patient's existing electronic health record — flagging missing or conflicting information and proposing concrete edits.

• AATM — Any-to-Any Terminology Mapping

  An open-source Python framework for health terminology mapping. It leverages the OMOP vocabularies to translate, retrieve, and select standard concepts for unmapped expressions — breaking down interoperability barriers in healthcare.

• Agentic systems for breast cancer treatment recommendations 2026

  arXiv preprint arXiv:2607.12051 [cs.CL]

• Clinical named entity recognition in the Portuguese language: a benchmark of modern BERT models and LLMs 2026

  arXiv preprint arXiv:2603.26510 [cs.CL]

• Large language models as medical code selectors: a benchmark using the International Classification of Primary Care 2026

  JAMIA Open, 9(1), ooag017

• International Classification of Primary Care (ICPC-2) and search engines: an exploration of three algorithms for information retrieval to aid medical coding 2025

  Journal of Medical Artificial Intelligence, 8, 40