Sylwia Majchrowska

Data Science & AI, R&D Data Science Skills & Partnership, BioPharma R&D, AstraZeneca

Papers on Lattice

Total citations

Topics

Publication activitypapers/week, last 8 weeks

Research focus

Computer Vision (1)

Frequent co-authors

Philip Teare (1)

Papers (1)

Jun 22, 2026

Data Science & AI3w ago·also AstraZeneca, BioPharma R&D, R&D Data Science Skills & Partnership

Evaluating self-supervised echocardiographic representations across downstream extraction strategies for left-ventricular segmentation and ejection fraction estimation

Heuristic extraction methods can drastically underestimate the potential of self-supervised representations, with performance improvements of over 30% when using more expressive downstream models.

Sylwia Majchrowska, Philip Teare

Computer Vision

Search

Sylwia Majchrowska

Publication activitypapers/week, last 8 weeks

Research focus

Frequent co-authors

Papers (1)