Cover Image

Ensembling and Test Augmentation for Covid-19 Detection and Covid-19 Domain Adaptation from 3D CT-Scans

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Bougourzi, Fares, Moula, Feryal Windal, Benhabiles, Halim, Dornaika, Fadi, Taleb-Ahmed, Abdelmalik
Format:	Preprint
Published:	2024
Subjects:	Image and Video Processing Computer Vision and Pattern Recognition Machine Learning
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

D-TrAttUnet: Toward Hybrid CNN-Transformer Architecture for Generic and Subtle Segmentation in Medical Images
by: Bougourzi, Fares, et al.
Published: (2024)

Rethinking Attention Gated with Hybrid Dual Pyramid Transformer-CNN for Generalized Segmentation in Medical Imaging
by: Bougourzi, Fares, et al.
Published: (2024)

Artificial Intelligence in Bone Metastasis Analysis: Current Advancements, Opportunities and Challenges
by: Afnouch, Marwa, et al.
Published: (2024)

Advancing Wheat Crop Analysis: A Survey of Deep Learning Approaches Using Hyperspectral Imaging
by: Zidi, Fadi Abdeladhim, et al.
Published: (2025)

A vision transformer-based framework for knowledge transfer from multi-modal to mono-modal lymphoma subtyping models
by: Guetarni, Bilel, et al.
Published: (2023)

SAM2CLIP2SAM: Vision Language Model for Segmentation of 3D CT Scans for Covid-19 Detection
by: Kollias, Dimitrios, et al.
Published: (2024)

Advancing COVID-19 Detection in 3D CT Scans
by: Li, Qingqiu, et al.
Published: (2024)

An Improved CovidConvLSTM model for pneumonia-COVID-19 detection and classification
by: Beghoura, Imane, et al.
Published: (2024)

A Heterogeneous Ensemble for Multi-Center COVID-19 Classification from Chest CT Scans
by: Nilay, Aadit, et al.
Published: (2026)

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

Domain Adaptation Using Pseudo Labels for COVID-19 Detection
by: Yuan, Runtian, et al.
Published: (2024)

AI-Powered Semantic Segmentation and Fluid Volume Calculation of Lung CT images in Covid-19 Patients
by: P, Sabeerali K., et al.
Published: (2021)

Decoding Matters: Efficient Mamba-Based Decoder with Distribution-Aware Deep Supervision for Medical Image Segmentation
by: Bougourzi, Fares, et al.
Published: (2026)

Extremely Fine-Grained Visual Classification over Resembling Glyphs in the Wild
by: Bougourzi, Fares, et al.
Published: (2024)

Clinical Priors Guided Lung Disease Detection in 3D CT Scans
by: Lu, Kejin, et al.
Published: (2026)

Novel Pooling-based VGG-Lite for Pneumonia and Covid-19 Detection from Imbalanced Chest X-Ray Datasets
by: Roy, Santanu, et al.
Published: (2025)

Lung Infection Severity Prediction Using Transformers with Conditional TransMix Augmentation and Cross-Attention
by: Slika, Bouthaina, et al.
Published: (2025)

Robust COVID-19 Detection in CT Images with CLIP
by: Lin, Li, et al.
Published: (2024)

D2SA: Dual-Stage Distribution and Slice Adaptation for Efficient Test-Time Adaptation in MRI Reconstruction
by: Zhang, Lipei, et al.
Published: (2025)

Halfway to 3D: Ensembling 2.5D and 3D Models for Robust COVID-19 CT Diagnosis
by: Yang, Tuan-Anh, et al.
Published: (2026)

HemSeg-200: A Voxel-Annotated Dataset for Intracerebral Hemorrhages Segmentation in Brain CT Scans
by: Song, Changwei, et al.
Published: (2024)

Advancing Lung Disease Diagnosis in 3D CT Scans
by: Li, Qingqiu, et al.
Published: (2025)

Multi-view X-ray Image Synthesis with Multiple Domain Disentanglement from CT Scans
by: Tan, Lixing, et al.
Published: (2024)

A Hybrid Deep Learning CNN Model for Enhanced COVID-19 Detection from Computed Tomography (CT) Scan Images
by: Nettur, Suresh Babu, et al.
Published: (2025)

Comparative Analysis of Machine Learning Models for Lung Cancer Mutation Detection and Staging Using 3D CT Scans
by: Li, Yiheng, et al.
Published: (2025)

Convolutional Sparse Support Estimator Based Covid-19 Recognition from X-ray Images
by: Yamac, Mehmet, et al.
Published: (2020)

Subcortical Masks Generation in CT Images via Ensemble-Based Cross-Domain Label Transfer
by: Lee, Augustine X. W., et al.
Published: (2025)

Interpretable Artificial Intelligence for Detecting Acute Heart Failure on Acute Chest CT Scans
by: Ørting, Silas Nyboe, et al.
Published: (2025)

Attention-Enhanced U-Net for Accurate Segmentation of COVID-19 Infected Lung Regions in CT Scans
by: Lahchim, Amal, et al.
Published: (2025)

COVID Detection in Chest CTs: Improving the Baseline on COV19-CT-DB
by: Miron, Radu, et al.
Published: (2021)

Domain adaptation, Explainability & Fairness in AI for Medical Image Analysis: Diagnosis of COVID-19 based on 3-D Chest CT-scans
by: Kollias, Dimitrios, et al.
Published: (2024)

Physics-Guided Dual-Domain Plug-and-Play ADMM for Low-Dose CT Reconstruction
by: Dutta, Sayantan, et al.
Published: (2026)

Domain Adaptation for Camera-Specific Image Characteristics using Shallow Discriminators
by: Gruber, Maximiliane, et al.
Published: (2025)

Intermediate Domain-guided Adaptation for Unsupervised Chorioallantoic Membrane Vessel Segmentation
by: Song, Pengwu, et al.
Published: (2025)

Automatic Multi-Class Cardiovascular Magnetic Resonance Image Quality Assessment using Unsupervised Domain Adaptation in Spatial and Frequency Domains
by: Nabavi, Shahabedin, et al.
Published: (2021)

Lightweight Framework for Automated Kidney Stone Detection using coronal CT images
by: Wang, Fangyijie, et al.
Published: (2023)

Linea alba 3D morphometric variability by CT scan exploration
by: Gueroult, P., et al.
Published: (2025)

Cross-Sensor Adversarial Domain Adaptation of Landsat-8 and Proba-V images for Cloud Detection
by: Mateo-García, Gonzalo, et al.
Published: (2020)

Automated Optical Reading of Scanned ECGs
by: Pazos-Santomé, Manuel, et al.
Published: (2024)

OMRA: Online Motion Resolution Adaptation to Remedy Domain Shift in Learned Hierarchical B-frame Coding
by: Gao, Zong-Lin, et al.
Published: (2024)