Image de couverture de livre

ConFormer: A Novel Collection of Deep Learning Models to Assist Cardiologists in the Assessment of Cardiac Function

Fuente: arXiv

Enregistré dans:

Détails bibliographiques
Auteurs principaux:	Thomas, Ethan, Aslam, Salman
Format:	Preprint
Publié:	2023
Sujets:	Image and Video Processing Computer Vision and Pattern Recognition Machine Learning
Accès en ligne:	Acceder al recurso
Tags:	Ajouter un tag Pas de tags, Soyez le premier à ajouter un tag!

Documents similaires

Uncertainty Quantification for Cardiac Shape Reconstruction with Deep Signed Distance Functions via MCMC methods
par: Verhülsdonk, Jan, et autres
Publié: (2026)

CardiacNet: Learning to Reconstruct Abnormalities for Cardiac Disease Assessment from Echocardiogram Videos
par: Yang, Jiewen, et autres
Publié: (2024)

A Deep Learning Based Method for Fast Registration of Cardiac Magnetic Resonance Images
par: Graham, Benjamin
Publié: (2025)

Multilabel Classification for Lung Disease Detection: Integrating Deep Learning and Natural Language Processing
par: Efimovich, Maria, et autres
Publié: (2024)

Deep Representation Learning for Unsupervised Clustering of Myocardial Fiber Trajectories in Cardiac Diffusion Tensor Imaging
par: Anand, Mohini, et autres
Publié: (2025)

Assessment of Deep Learning Segmentation for Real-Time Free-Breathing Cardiac Magnetic Resonance Imaging at Rest and Under Exercise Stress
par: Schilling, Martin, et autres
Publié: (2023)

Transformer-Based Explainable Deep Learning for Breast Cancer Detection in Mammography: The MammoFormer Framework
par: Peter, Ojonugwa Oluwafemi Ejiga, et autres
Publié: (2025)

RTA-Former: Reverse Transformer Attention for Polyp Segmentation
par: Li, Zhikai, et autres
Publié: (2024)

Evaluation of Anatomical Shape Priors in Deep Learning-Based Cardiac Multi-Compartment Segmentation
par: Hudler, Michael, et autres
Publié: (2026)

GENRE-CMR: Generalizable Deep Learning for Diverse Multi-Domain Cardiac MRI Reconstruction
par: Hamedani, Kian Anvari, et autres
Publié: (2025)

Gaze-Assisted Human-Centric Domain Adaptation for Cardiac Ultrasound Image Segmentation
par: Li, Ruiyi, et autres
Publié: (2025)

Deep Learning for Wound Tissue Segmentation: A Comprehensive Evaluation using A Novel Dataset
par: Kabir, Muhammad Ashad, et autres
Publié: (2025)

Are Natural-Domain Foundation Models Effective for Accelerated Cardiac MRI Reconstruction?
par: Hashmi, Anam, et autres
Publié: (2026)

Towards Robust Cardiac Segmentation using Graph Convolutional Networks
par: Van De Vyver, Gilles, et autres
Publié: (2023)

Assessment of Left Atrium Motion Deformation Through Full Cardiac Cycle
par: Qayyum, Abdul, et autres
Publié: (2024)

Segmenting Cardiac Muscle Z-disks with Deep Neural Networks
par: Ibrahim, Mihaela Croitor, et autres
Publié: (2024)

A Novel Deep Learning Tractography Fiber Clustering Framework for Functionally Consistent White Matter Parcellation Using Multimodal Diffusion MRI and Functional MRI
par: Wang, Jin, et autres
Publié: (2024)

Latent Interpolation Learning Using Diffusion Models for Cardiac Volume Reconstruction
par: Bubeck, Niklas, et autres
Publié: (2025)

High-Resolution Reference Image Assisted Volumetric Super-Resolution of Cardiac Diffusion Weighted Imaging
par: Wu, Yinzhe, et autres
Publié: (2023)

Uncertainty-Aware Ordinal Deep Learning for cross-Dataset Diabetic Retinopathy Grading
par: Bellaj, Ali El, et autres
Publié: (2026)

Fairness-Aware Data Augmentation for Cardiac MRI using Text-Conditioned Diffusion Models
par: Skorupko, Grzegorz, et autres
Publié: (2024)

SkinFormer: Learning Statistical Texture Representation with Transformer for Skin Lesion Segmentation
par: Xu, Rongtao, et autres
Publié: (2024)

An Optimized Ensemble Deep Learning Model For Brain Tumor Classification
par: Talukder, Md. Alamin, et autres
Publié: (2023)

Enhancing Medical Image Segmentation with Deep Learning and Diffusion Models
par: Liu, Houze, et autres
Publié: (2024)

Deep-learning Assisted Detection and Quantification of (oo)cysts of Giardia and Cryptosporidium on Smartphone Microscopy Images
par: Nakarmi, Suprim, et autres
Publié: (2023)

On the Foundation Model for Cardiac MRI Reconstruction
par: Zhang, Chi, et autres
Publié: (2024)

Whole Heart 3D+T Representation Learning Through Sparse 2D Cardiac MR Images
par: Zhang, Yundi, et autres
Publié: (2024)

Two-Phase Segmentation Approach for Accurate Left Ventricle Segmentation in Cardiac MRI using Machine Learning
par: Tamoor, Maria, et autres
Publié: (2024)

Uncertainty in Real-Time Semantic Segmentation on Embedded Systems
par: Goan, Ethan, et autres
Publié: (2022)

Assessing Patient Eligibility for Inspire Therapy through Machine Learning and Deep Learning Models
par: Chowdhury, Mohsena, et autres
Publié: (2024)

A Generalizable Deep Learning System for Cardiac MRI
par: Shad, Rohan, et autres
Publié: (2023)

Cardiac-CLIP: A Vision-Language Foundation Model for 3D Cardiac CT Images
par: Hu, Yutao, et autres
Publié: (2025)

Infrared Image Deturbulence Restoration Using Degradation Parameter-Assisted Wide & Deep Learning
par: Lu, Yi, et autres
Publié: (2023)

Blind Image Quality Assessment Using Multi-Stream Architecture with Spatial and Channel Attention
par: Aslam, Muhammad Azeem, et autres
Publié: (2023)

Novel End-to-End Production-Ready Machine Learning Flow for Nanolithography Modeling and Correction
par: Habib, Mohamed S. E., et autres
Publié: (2024)

Concrete Surface Crack Detection with Convolutional-based Deep Learning Models
par: Zadeh, Sara Shomal, et autres
Publié: (2024)

Deep Learning Enabled Segmentation, Classification and Risk Assessment of Cervical Cancer
par: Shaik, Abdul Samad, et autres
Publié: (2025)

Reproducing and Improving CheXNet: Deep Learning for Chest X-ray Disease Classification
par: Strick, Daniel J., et autres
Publié: (2025)

A Comparative Study of Filters and Deep Learning Models to predict Diabetic Retinopathy
par: Muddaluru, Roshan Vasu, et autres
Publié: (2023)

Research on Deep Learning Model of Feature Extraction Based on Convolutional Neural Network
par: Liu, Houze, et autres
Publié: (2024)