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Chapter 15: Data Analysis in the Age of Foundation Models — A 2026 Reassessment | Synapse

March 15, 2026Open Access

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Chapter 15: Data Analysis in the Age of Foundation Models — A 2026 Reassessment

IIIryna IvchenkoOdessa National Polytechnic University OIOleh IvchenkoOdessa National Polytechnic University

Key Points

This chapter aims to revisit and evaluate the role of foundation models in data analysis.

Abstract

Research article: Chapter 15: Data Analysis in the Age of Foundation Models — A 2026 Reassessment

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Ivchenko et al. (Fri,) studied this question.

synapsesocial.com/papers/69b5ff4f83145bc643d1b98d https://doi.org/https://doi.org/10.5281/zenodo.18998582

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Also Consider

Synapse has enriched 5 closely related papers on similar clinical questions. Consider them for comparative context:

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5Chorus: Foundation Models for Unified Data Discovery and Exploration2024 · 29 citations