CORTEXA
← Browse

Silvia Ingala

2 papers indexed

arxivcs.CV2026-07-06

CenSynCMB: Centre Maps and Physics-Guided Synthesis for Microbleed Detection

Lucas He, Hanyuan Zhang, Krinos Li, Adama Fatima Saccoh, Silvia Ingala, Rafael Rehwald, et al.

Cerebral microbleeds (CMBs) are MRI markers of small vessel disease and the microbleed component of amyloid related imaging abnormalities (ARIA-H), but their small size, sparsity, and similarity to vessels, calcification-like foci, and artefacts make automated detection difficult…

View free PDFSource page
crossrefAI2025-02-17

Effective Machine Learning Techniques for Non-English Radiology Report Classification: A Danish Case Study

Alice Schiavone, Lea Marie Pehrson, Silvia Ingala, Rasmus Bonnevie, Marco Fraccaro, Dana Li, et al.

Background: Machine learning methods for clinical assistance require a large number of annotations from trained experts to achieve optimal performance. Previous work in natural language processing has shown that it is possible to automatically extract annotations from the free-te…

View free PDFSource page