Ivana Isgum
8 papers · 2021–2026 · 1 conference · across top CS/AI conferences
Achievements
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🌉
Interdisciplinary Bridge
🧭
Keyword Pioneer
🐝
Cross-Pollinator
(15)
Conferences
MIDL (8)
Top co-authors
Keywords
multi-task learning
(1)
motion estimation
(1)
image reconstruction
(1)
medical image segmentation
(1)
magnetic resonance imaging
(1)
geometric prior
(1)
multi-objective optimization
(1)
implicit neural representation
(1)
generative adversarial network
(1)
temporal consistency
(1)
neural field
(1)
centerline extraction
(1)
multiple sclerosis
(1)
3d volume
(1)
sparse sampling
(1)
deformable image registration
(1)
attenuation correction
(1)
intravascular ultrasound
(1)
accelerated mri reconstruction
(1)
coronary ct angiography
(1)
Papers
CyclePhase: Robust phase detection in cardiovascular imaging through cyclic motion estimation
MIDL 2026
Neural fields for tissue attenuation curve reconstruction in sparsely sampled time-resolved CT
MIDL 2025
REINDIR: Repeated Embedding Infusion for Neural Deformable Image Registration
MIDL 2024
Accelerating physics-informed neural fields for fast CT perfusion analysis in acute ischemic stroke
MIDL 2024
Deformable Image Registration with Geometry-informed Implicit Neural Representations
MIDL 2023
MultiTask Learning for accelerated-MRI Reconstruction and Segmentation of Brain Lesions in Multiple Sclerosis
MIDL 2023
Generative Adversarial Networks for Coronary CT Angiography Acquisition Protocol Correction with Explicit Attenuation Constraints
MIDL 2023
Untangling the Small Intestine in 3D cine-MRI using Deep Stochastic Tracking
MIDL 2021