Cover Image

MultiFlow: A unified deep learning framework for multi-vessel classification, segmentation and clustering of phase-contrast MRI validated on a multi-site single ventricle patient cohort

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Yao, Tina, Clair, Nicole St., Gong, Madeline, Miller, Gabriel F., Steeden, Jennifer A., Rathod, Rahul H., Muthurangu, Vivek, Investigators, FORCE
Format:	Preprint
Published:	2025
Subjects:	Computer Vision and Pattern Recognition
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Image2Flow: A hybrid image and graph convolutional neural network for rapid patient-specific pulmonary artery segmentation and CFD flow field calculation from 3D cardiac MRI data
by: Yao, Tina, et al.
Published: (2024)

Rapid online deep artifact suppression for real-time spiral bSSFP CMR with blipped-CAIPI simultaneous multi-slice imaging at 1.5 T
by: Åkesson, Julius, et al.
Published: (2026)

Rapid 2D 23Na MRI of the calf using a denoising convolutional neural network
by: Baker, Rebecca R., et al.
Published: (2024)

Scale-specific auxiliary multi-task contrastive learning for deep liver vessel segmentation
by: Sadikine, Amine, et al.
Published: (2024)

High Resolution Isotropic 3D Cine imaging with Automated Segmentation using Concatenated 2D Real-time Imaging and Deep Learning
by: Wrobel, Mark, et al.
Published: (2025)

Training deep learning based dynamic MR image reconstruction using synthetic fractals
by: Raman, Anirudh, et al.
Published: (2026)

Deep infant brain segmentation from multi-contrast MRI
by: Hoffmann, Malte, et al.
Published: (2025)

Deep Learning Pipeline for Preprocessing and Segmenting Cardiac Magnetic Resonance of Single Ventricle Patients from an Image Registry
by: Yao, Tina, et al.
Published: (2023)

HyperSLICE: HyperBand optimized Spiral for Low-latency Interactive Cardiac Examination
by: Jaubert, Olivier, et al.
Published: (2023)

Deep vessel segmentation with joint multi-prior encoding
by: Sadikine, Amine, et al.
Published: (2024)

CLADE: Cycle Loss Augmented Degradation Enhancement for Unpaired Super-Resolution of Anisotropic Medical Images
by: Pascale, Michele, et al.
Published: (2023)

A Sentinel-2 multi-year, multi-country benchmark dataset for crop classification and segmentation with deep learning
by: Sykas, Dimitrios, et al.
Published: (2022)

Evaluating unsupervised contrastive learning framework for MRI sequences classification
by: Wang, Yuli, et al.
Published: (2025)

Turbo your multi-modal classification with contrastive learning
by: Zhang, Zhiyu, et al.
Published: (2024)

A multi-class framework for fish species classification using deep learning technique.
by: Farooq, Zain, et al.
Published: (2026)

TPA: Two‐stage progressive attention segmentation framework for hepatocellular carcinoma on multi‐modality MRI
by: Lei Gao, et al.
Published: (2024)

DuDoUniNeXt: Dual-domain unified hybrid model for single and multi-contrast undersampled MRI reconstruction
by: Gao, Ziqi, et al.
Published: (2024)

A three in one bottom-up framework for simultaneous semantic segmentation, instance segmentation and classification of multi-organ nuclei in digital cancer histology
by: Ahmad, Ibtihaj, et al.
Published: (2023)

Automated classification of multi-parametric body MRI series
by: Kim, Boah, et al.
Published: (2024)

A fast right ventricle segmentation in cine-MRI from a dense hough representation
by: Jean Alejandro Pico-Velásquez
Published: (2022)

Knowledge Services
by: St. Clair, Guy
Published: (2017)

Solo Power: How One-Person Librarians Maximize Their Influence.
by: St. Clair, Guy
Published: (1997)

Intellectual Property.
by: St. Clair, Gloriana
Published: (1992)

The One-Person Library: An Essay on Essentials Revisited.
by: St. Clair, Guy
Published: (1987)

Interpersonal Networking: It Is Who You Know.
by: St. Clair, Guy
Published: (1989)

Customer Service in the Information Environment. Information Services Management Series.
by: St. Clair, Guy
Published: (1993)

Exceptional Information Delivery: Use the TQM-QIM-SLA Competencies Connection.
by: St. Clair, Guy
Published: (1997)

Total Quality Management in Information Services. Information Services Management Series.
by: St. Clair, Guy
Published: (1997)

Entrepreneurial Librarianship: The Key to Effective Information Services Management. Information Services Management Series.
by: St. Clair, Guy
Published: (1996)

The One-Person Library: An Essay on Essentials
by: St. Clair, Guy
Published: (1976)

Power and Influence: Enhancing Information Services within the Organization. Information Services Management Series.
by: St. Clair, Guy
Published: (1994)

Andragogy: Past and Present Potential
by: Ralf St. Clair
Published: (2024)

A combination of multi‐scale and attention based on the U‐shaped network for retinal vessel segmentation
by: Yan Zhang, et al.
Published: (2024)

Fast multi-contrast MRI using joint multiscale energy model
by: Yaghoobi, Nima, et al.
Published: (2025)

Evaluation of state-of-the-art deep learning models in the segmentation of the heart ventricles in parasternal short-axis echocardiograms
by: Buritica, Julian Rene Cuellar, et al.
Published: (2025)

Empirical investigation of multi-source cross-validation in clinical ECG classification
by: Leinonen, Tuija, et al.
Published: (2024)

Joint semi-supervised and contrastive learning enables domain generalization and multi-domain segmentation
by: Gomariz, Alvaro, et al.
Published: (2024)

MRAnnotator: multi-Anatomy and many-Sequence MRI segmentation of 44 structures
by: Zhou, Alexander, et al.
Published: (2024)

A dataset of primary nasopharyngeal carcinoma MRI with multi-modalities segmentation
by: Li, Yin, et al.
Published: (2024)

Domain generalization in fetal brain MRI segmentation \\with multi-reconstruction augmentation
by: de Dumast, Priscille, et al.
Published: (2022)