Abstract Atlas — browseable embedding map of conference abstracts and PubMed

A static, browser-side atlas for searching and exploring the neuroscience literature landscape via embedding-space visualisation. Pulls OHBM 2026 abstracts (Oxford Abstracts GraphQL API) and a NeuroScape PubMed corpus, enriches each record with figure analysis and OpenAlex reference matching, generates embeddings (Voyage, MiniLM-L6, OpenAI, PubMedBERT, sentence-transformers), reduces with UMAP, and serves the result as a SvelteKit site with lexical search, semantic search (transformers.js, MiniLM-ONNX in-browser), faceted filters, and dual semantic-cluster lenses. The lab uses it to map OHBM 2026 against the wider PubMed neuroimaging atlas.

• ml-nlp-knowledge
• open-data-standards
• neuroimaging-methods