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← Authors

Julian McGinnis

4 papers · 2024–2026 · 1 conference · across top CS/AI conferences

Conferences

MIDL (4)

Top co-authors

Daniel Rueckert (4) Suprosanna Shit (1) Robert Graf (1) Walter Simson (1) Florentin Bieder (1) Magdalini Paschali (1) Hendrik Möller (1) Jan Kirschke (1) Matan Atad (1) Bjoern Menze (1)

Keywords

representation learning (1) image segmentation (1) medical imaging (1) spatio-temporal modeling (1) neural field (1) neural implicit function (1) cardiac magnetic resonance (1) sparse supervision (1) motion correction (1)

Papers

MedFuncta: A Unified Framework for Learning Efficient Medical Neural Fields MIDL 2026 NISF$++$: Geometrically-grounded implicit representations of 3D$+$time cardiac function from 2D short- and long-axis MR views MIDL 2026 Modeling the acquisition shift between axial and sagittal MRI for diffusion superresolution to enable axial spine segmentation MIDL 2024 SINR: Spline-enhanced implicit neural representation for multi-modal registration MIDL 2024