Marica Muffoletto - Publications

Neural implicit heart coordinates: 3D cardiac shape reconstruction from sparse segmentations.

Journal: Medical image analysis

Published: May 29, 2025

Evaluation of deep learning estimation of whole heart anatomy from automated cardiovascular magnetic resonance short- and long-axis analyses in UK Biobank.

Journal: European heart journal. Cardiovascular Imaging

Published: February 21, 2024

Combining generative modelling and semi-supervised domain adaptation for whole heart cardiovascular magnetic resonance angiography segmentation.

Journal: Journal of cardiovascular magnetic resonance : official journal of the Society for Cardiovascular Magnetic Resonance

Published: April 14, 2023

Exploring interpretability in deep learning prediction of successful ablation therapy for atrial fibrillation.

Journal: Frontiers in physiology

Published: September 26, 2022

Efficient Pix2Vox++ for 3D Cardiac Reconstruction from 2D echo views.

Journal: Simplifying medical ultrasound : third International Workshop, ASMUS 2022, held in conjunction with MICCAI 2022, Singapore, September 18, 2022, Proceedings. ASMUS (Workshop) (3rd : 2022 : Singapore)

Published: January 01, 2022

Corrigendum: Reinforcement Learning to Improve Image-Guidance of Ablation Therapy for Atrial Fibrillation.

Journal: Frontiers in physiology

Published: October 21, 2021

Reinforcement Learning to Improve Image-Guidance of Ablation Therapy for Atrial Fibrillation.

Journal: Frontiers in physiology

Published: June 29, 2021

Toward Patient-Specific Prediction of Ablation Strategies for Atrial Fibrillation Using Deep Learning.

Journal: Frontiers in physiology

Published: February 28, 2021