Imagen de Portada

Robust and Explainable Bicuspid Aortic Valve Diagnosis Using Stacked Ensembles on Echocardiography

Fuente: arXiv

Guardado en:

Detalles Bibliográficos
Autores principales:	Nikolaidis, Christos Chrysanthos, Sachpekidis, Vasileios, Moustakidis, Nikolas, Moustakidis, Theofilos, Efraimidis, Pavlos S.
Formato:	Preprint
Publicado:	2026
Materias:	Machine Learning Artificial Intelligence Computer Vision and Pattern Recognition
Acceso en línea:	Acceder al recurso
Etiquetas:	Agregar Etiqueta Sin Etiquetas, Sea el primero en etiquetar este registro!

Ejemplares similares

Automated Prediction of Paravalvular Regurgitation before Transcatheter Aortic Valve Implantation
por: Cannito, Michele, et al.
Publicado: (2026)

Reliable Multi-View Learning with Conformal Prediction for Aortic Stenosis Classification in Echocardiography
por: Gu, Ang Nan, et al.
Publicado: (2024)

Towards Patient-Specific Surgical Planning for Bicuspid Aortic Valve Repair: Fully Automated Segmentation of the Aortic Valve in 4D CT
por: Guo, Zaiyang, et al.
Publicado: (2025)

Towards Quantitative Evaluation of Explainable AI Methods for Deepfake Detection
por: Tsigos, Konstantinos, et al.
Publicado: (2024)

DiffusionAct: Controllable Diffusion Autoencoder for One-shot Face Reenactment
por: Bounareli, Stella, et al.
Publicado: (2024)

EAGT: Echocardiography Augmentation for Generalisability and Transferability
por: Elyasi, Soroush, et al.
Publicado: (2026)

Learning Robust Intervention Representations with Delta Embeddings
por: Alimisis, Panagiotis, et al.
Publicado: (2025)

Medical Slice Transformer: Improved Diagnosis and Explainability on 3D Medical Images with DINOv2
por: Müller-Franzes, Gustav, et al.
Publicado: (2024)

Toward Reliable Tea Leaf Disease Diagnosis Using Deep Learning Model: Enhancing Robustness With Explainable AI and Adversarial Training
por: Ghosh, Samanta, et al.
Publicado: (2026)

Explainable Melanoma Diagnosis with Contrastive Learning and LLM-based Report Generation
por: Zheng, Junwen, et al.
Publicado: (2025)

A Novel Approach to Breast Cancer Histopathological Image Classification Using Cross-Colour Space Feature Fusion and Quantum-Classical Stack Ensemble Method
por: Mallick, Sambit, et al.
Publicado: (2024)

Adversarial Robustness of Vision in Open Foundation Models
por: Fox, Jonathon, et al.
Publicado: (2025)

Video CLIP Model for Multi-View Echocardiography Interpretation
por: Takizawa, Ryo, et al.
Publicado: (2025)

EchoTracker: Advancing Myocardial Point Tracking in Echocardiography
por: Azad, Md Abulkalam, et al.
Publicado: (2024)

CAPRMIL: Context-Aware Patch Representations for Multiple Instance Learning
por: Lolos, Andreas, et al.
Publicado: (2025)

BackMix: Mitigating Shortcut Learning in Echocardiography with Minimal Supervision
por: Bransby, Kit Mills, et al.
Publicado: (2024)

Multi-Site Class-Incremental Learning with Weighted Experts in Echocardiography
por: Bransby, Kit M., et al.
Publicado: (2024)

Stacked Ensemble of Fine-Tuned CNNs for Knee Osteoarthritis Severity Grading
por: Gupta, Adarsh, et al.
Publicado: (2025)

Dissecting Model Failures in Abdominal Aortic Aneurysm Segmentation through Explainability-Driven Analysis
por: Sakib, Abu Noman Md, et al.
Publicado: (2026)

MICA: Towards Explainable Skin Lesion Diagnosis via Multi-Level Image-Concept Alignment
por: Bie, Yequan, et al.
Publicado: (2024)

Towards Robust Vision Transformer via Masked Adaptive Ensemble
por: Lin, Fudong, et al.
Publicado: (2024)

EchoApex: A General-Purpose Vision Foundation Model for Echocardiography
por: Amadou, Abdoul Aziz, et al.
Publicado: (2024)

Explainable Synthetic Image Detection through Diffusion Timestep Ensembling
por: Wu, Yixin, et al.
Publicado: (2025)

An Explainable Vision-Language Model Framework with Adaptive PID-Tversky Loss for Lumbar Spinal Stenosis Diagnosis
por: Sk., Md. Sajeebul Islam, et al.
Publicado: (2026)

XCoOp: Explainable Prompt Learning for Computer-Aided Diagnosis via Concept-guided Context Optimization
por: Bie, Yequan, et al.
Publicado: (2024)

Taming Modern Point Tracking for Speckle Tracking Echocardiography via Impartial Motion
por: Azad, Md Abulkalam, et al.
Publicado: (2025)

From Pixels to Explanations: Interpretable Diabetic Retinopathy Grading with CNN-Transformer Ensembles, Visual Explainability and Vision-Language Models
por: Khokhar, Pir Bakhsh, et al.
Publicado: (2026)

GEMeX: A Large-Scale, Groundable, and Explainable Medical VQA Benchmark for Chest X-ray Diagnosis
por: Liu, Bo, et al.
Publicado: (2024)

Dense Cross-Connected Ensemble Convolutional Neural Networks for Enhanced Model Robustness
por: Wang, Longwei, et al.
Publicado: (2024)

Robust Ensemble Person Re-Identification via Orthogonal Fusion with Occlusion Handling
por: Ferdous, Syeda Nyma, et al.
Publicado: (2024)

UltraSeP: Sequence-aware Pre-training for Echocardiography Probe Movement Guidance
por: Jiang, Haojun, et al.
Publicado: (2024)

LLaVA-CKD: Bottom-Up Cascaded Knowledge Distillation for Vision-Language Models
por: Gkalelis, Nikolaos, et al.
Publicado: (2026)

Textile Analysis for Recycling Automation using Transfer Learning and Zero-Shot Foundation Models
por: Spyridis, Yannis, et al.
Publicado: (2025)

Multi-Attention Stacked Ensemble for Lung Cancer Detection in CT Scans
por: Saha, Uzzal, et al.
Publicado: (2025)

Random Token Fusion for Multi-View Medical Diagnosis
por: Guo, Jingyu, et al.
Publicado: (2024)

Remote Sensing Image Classification Using Deep Ensemble Learning
por: Islam, Niful, et al.
Publicado: (2026)

Robust Polyp Detection and Diagnosis through Compositional Prompt-Guided Diffusion Models
por: Yu, Jia, et al.
Publicado: (2025)

Federated Anomaly Detection for Early-Stage Diagnosis of Autism Spectrum Disorders using Serious Game Data
por: Pavlidis, Nikolaos, et al.
Publicado: (2024)

Red Teaming Models for Hyperspectral Image Analysis Using Explainable AI
por: Zaigrajew, Vladimir, et al.
Publicado: (2024)

Echo4DIR: 4D Implicit Heart Reconstruction from 2D Echocardiography Videos
por: Liu, Yanan, et al.
Publicado: (2026)