4 papers
Hallucinations and Constraints : Regulating surgical workflow recognition beyond accuracy
John S. H. Baxter, Pierre Jannin
Hallucinations are a major concern for the integration of artificial intelligence into medicine, although less explored in the realm of medical image processing. Unlike problems in…
Disentangling Prompt Dependence to Evaluate Segmentation Reliability in Gynecological MRI
Elodie Germani, Krystel Nyangoh-Timoh, Pierre Jannin +1
Promptable segmentation models (e.g., the Segment Anything Models) enable generalizable, zero-shot segmentation across diverse domains. Although predictions are deterministic for a…
MerGen: Micro-electrode recording synthesis using a generative data-driven approach
Thibault Martin, Paul Sauleau, Claire Haegelen +2
The analysis of electrophysiological data is crucial for certain surgical procedures such as deep brain stimulation, which has been adopted for the treatment of a variety of neurol…
Measuring proximity to standard planes during fetal brain ultrasound scanning
Chiara Di Vece, Antonio Cirigliano, Meala Le Lous +6
This paper presents a pipeline designed to bring ultrasound (US) plane pose estimation closer to clinical use, demonstrating the feasibility of continuous, real-time proximity feed…