LATIDIA · Investigación
El neurocientífico de la IA: una interfaz genética interactiva para el análisis de neuroimágenes
arXiv: 2609.25254v1Tipo de anuncio: nuevo Resumen: El análisis de los datos de neuroimagen requiere una codificación especializada y experiencia estadística, lo que limita la accesibilidad para los investigadores sin antecedentes computacionales. Presentamos
WhatsApp ↗Telegram ↗
La noticia
arXiv:2609.25254v1 Announce Type: new Abstract: Analyzing neuroimaging data requires specialized coding and statistical expertise, which limits accessibility for researchers without computational backgrounds. We present the AI Neuroscientist, a language agent for interactive data exploration. The system integrates a large language model (LLM) with a neuroimaging toolset to perform quality control, modeling, and visualization. This allows researchers to query data quality and specify analysis parameters directly in natural language, providing a transparent and interactive alternative to conventional scripted pipelines for small-scale data exploration. We demonstrate these capabilities using functional near-infrared spectroscopy (fNIRS) data, and evaluate the agent on a custom fNIRS benchmarking suite against general-purpose LLM agents with code sandboxes. Future