---
title: Fabio Dennstädt
type: entity
tags: [researcher, biomedical, systematic-review, llm, screening]
affiliation: University Hospital of Bern (Inselspital)
sources: ["[[sources/2024-dennstaedt-llm-title-abstract-screening]]"]
created: 2026-04-20
updated: 2026-04-20
---

# Fabio Dennstädt

Medical researcher at **Inselspital, University Hospital of Bern**. Corresponding author of the 2024 *Systematic Reviews* benchmark of open LLMs for title/abstract screening.

## Contributions in this wiki
- [[sources/2024-dennstaedt-llm-title-abstract-screening]] — exploratory study benchmarking FlanT5, OpenHermes-NeuralChat, Mixtral, Platypus 2 across ten published biomedical SLR datasets plus one new set. Mixtral-8×7B leads with balanced sensitivity/specificity.

## Role
Provider of the first rigorous open-model benchmark for LLM-assisted screening; establishes prompt-sensitivity as a reproducibility risk.