Comparative Analysis of Deep Learning Architectures for Multi-Disease Classification of Single-Label Chest X-rays
Fuente:
arXiv
Saved in:
| Main Authors: | Bahram, Ali M., Omer, Saman Muhammad, Mohammed, Hardi M. |
|---|---|
| Format: | Preprint |
| Published: |
2026
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Advancing Visual Computing in Materials Science (Shonan Seminar 189)
by: Heinzl, Christoph, et al.
Published: (2024)
by: Heinzl, Christoph, et al.
Published: (2024)
Ensemble YOLO Framework for Multi-Domain Mitotic Figure Detection in Histopathology Images
by: Kelam, Navya Sri, et al.
Published: (2025)
by: Kelam, Navya Sri, et al.
Published: (2025)
Med-IC: Fusing a Single Layer Involution with Convolutions for Enhanced Medical Image Classification and Segmentation
by: Islam, Md. Farhadul, et al.
Published: (2024)
by: Islam, Md. Farhadul, et al.
Published: (2024)
The Skin Game: Revolutionizing Standards for AI Dermatology Model Comparison
by: Miętkiewicz, Łukasz, et al.
Published: (2025)
by: Miętkiewicz, Łukasz, et al.
Published: (2025)
Scanning Electron Microscopy-based Automatic Defect Inspection for Semiconductor Manufacturing: A Systematic Review
by: Dehaerne, Enrique, et al.
Published: (2024)
by: Dehaerne, Enrique, et al.
Published: (2024)
Vision Transformer-based Model for Severity Quantification of Lung Pneumonia Using Chest X-ray Images
by: Slika, Bouthaina, et al.
Published: (2023)
by: Slika, Bouthaina, et al.
Published: (2023)
Immunohistochemistry guided segmentation of benign epithelial cells, in situ lesions, and invasive epithelial cells in breast cancer slides
by: Høibø, Maren, et al.
Published: (2023)
by: Høibø, Maren, et al.
Published: (2023)
Automated MRI Tumor Segmentation using hybrid U-Net with Transformer and Efficient Attention
by: Ali, Syed Haider, et al.
Published: (2025)
by: Ali, Syed Haider, et al.
Published: (2025)
Defect Detection in Tire X-Ray Images: Conventional Methods Meet Deep Structures
by: Cozma, Andrei, et al.
Published: (2024)
by: Cozma, Andrei, et al.
Published: (2024)
Enhanced Chest Disease Classification Using an Improved CheXNet Framework with EfficientNetV2-M and Optimization-Driven Learning
by: Bahram, Ali M., et al.
Published: (2025)
by: Bahram, Ali M., et al.
Published: (2025)
Domain-Specific Self-Supervised Pre-training for Agricultural Disease Classification: A Hierarchical Vision Transformer Study
by: Sonavane, Arnav S.
Published: (2026)
by: Sonavane, Arnav S.
Published: (2026)
Low-Cost Tree Crown Dieback Estimation Using Deep Learning-Based Segmentation
by: Allen, M. J., et al.
Published: (2024)
by: Allen, M. J., et al.
Published: (2024)
Manual Labelling Artificially Inflates Deep Learning-Based Segmentation Performance on RGB Images of Closed Canopy: Validation Using TLS
by: Allen, Matthew J., et al.
Published: (2025)
by: Allen, Matthew J., et al.
Published: (2025)
A method for supervoxel-wise association studies of age and other non-imaging variables from coronary computed tomography angiograms
by: Öfverstedt, Johan, et al.
Published: (2024)
by: Öfverstedt, Johan, et al.
Published: (2024)
espiownage: Tracking Transients in Steelpan Drum Strikes Using Surveillance Technology
by: Hawley, Scott H., et al.
Published: (2021)
by: Hawley, Scott H., et al.
Published: (2021)
Synthetic Image Detection with CLIP: Understanding and Assessing Predictive Cues
by: Willi, Marco, et al.
Published: (2026)
by: Willi, Marco, et al.
Published: (2026)
Robust Multi-Source Covid-19 Detection in CT Images
by: Pritha, Asmita Yuki, et al.
Published: (2026)
by: Pritha, Asmita Yuki, et al.
Published: (2026)
Investigation of cardinality classification for bacterial colony counting using explainable artificial intelligence
by: Zheng, Minghua, et al.
Published: (2026)
by: Zheng, Minghua, et al.
Published: (2026)
Physics Augmented Tuple Transformer for Autism Severity Level Detection
by: Ranasingha, Chinthaka, et al.
Published: (2024)
by: Ranasingha, Chinthaka, et al.
Published: (2024)
Learning to count small and clustered objects with application to bacterial colonies
by: Zheng, Minghua, et al.
Published: (2026)
by: Zheng, Minghua, et al.
Published: (2026)
AVadCLIP: Audio-Visual Collaboration for Robust Video Anomaly Detection
by: Wu, Peng, et al.
Published: (2025)
by: Wu, Peng, et al.
Published: (2025)
Fingerprint Membership and Identity Inference Against Generative Adversarial Networks
by: Cavasin, Saverio, et al.
Published: (2024)
by: Cavasin, Saverio, et al.
Published: (2024)
AOI-SSL: Self-Supervised Framework for Efficient Segmentation of Wire-bonded Semiconductors In Optical Inspection
by: Figueira, Joaquín, et al.
Published: (2026)
by: Figueira, Joaquín, et al.
Published: (2026)
Traffic Scene Small Target Detection Method Based on YOLOv8n-SPTS Model for Autonomous Driving
by: Wu, Songhan
Published: (2025)
by: Wu, Songhan
Published: (2025)
Segmentation of Non-Small Cell Lung Carcinomas: Introducing DRU-Net and Multi-Lens Distortion
by: Oskouei, Soroush, et al.
Published: (2024)
by: Oskouei, Soroush, et al.
Published: (2024)
Exploring Linear Attention Alternative for Single Image Super-Resolution
by: Lu, Rongchang, et al.
Published: (2025)
by: Lu, Rongchang, et al.
Published: (2025)
I Can't Believe TTA Is Not Better: When Test-Time Augmentation Hurts Medical Image Classification
by: Medeiros, Daniel Nobrega
Published: (2026)
by: Medeiros, Daniel Nobrega
Published: (2026)
Generalizing imaging biomarker repeatability studies using Bayesian inference: Applications in detecting heterogeneous treatment response in whole-body diffusion-weighted MRI of metastatic prostate cancer
by: Blackledge, Matthew D, et al.
Published: (2025)
by: Blackledge, Matthew D, et al.
Published: (2025)
Denoising VAE as an Explainable Feature Reduction and Diagnostic Pipeline for Autism Based on Resting state fMRI
by: Zheng, Xinyuan, et al.
Published: (2024)
by: Zheng, Xinyuan, et al.
Published: (2024)
M3LEO: A Multi-Modal, Multi-Label Earth Observation Dataset Integrating Interferometric SAR and Multispectral Data
by: Allen, Matthew J, et al.
Published: (2024)
by: Allen, Matthew J, et al.
Published: (2024)
Feasibility of Federated Learning from Client Databases with Different Brain Diseases and MRI Modalities
by: Wagner, Felix, et al.
Published: (2024)
by: Wagner, Felix, et al.
Published: (2024)
Pruning Sparse Tensor Neural Networks Enables Deep Learning for 3D Ultrasound Localization Microscopy
by: Rauby, Brice, et al.
Published: (2024)
by: Rauby, Brice, et al.
Published: (2024)
CardioSpectrum: Comprehensive Myocardium Motion Analysis with 3D Deep Learning and Geometric Insights
by: Zuler, Shahar, et al.
Published: (2024)
by: Zuler, Shahar, et al.
Published: (2024)
A Computer Vision Pipeline for Iterative Bullet Hole Tracking in Rifle Zeroing
by: Belcher, Robert M., et al.
Published: (2026)
by: Belcher, Robert M., et al.
Published: (2026)
Visible Iris Area as a Quality Metric for Reliable Iris Recognition Under Pupil Dilation and Eyelid Occlusion
by: Pessaud, Jack, et al.
Published: (2025)
by: Pessaud, Jack, et al.
Published: (2025)
Optimal Blackjack Strategy Recommender: A Comprehensive Study on Computer Vision Integration for Enhanced Gameplay
by: Gupta, Krishnanshu, et al.
Published: (2024)
by: Gupta, Krishnanshu, et al.
Published: (2024)
Reference Dataset and Benchmark for Reconstructing Laser Parameters from On-axis Video in Powder Bed Fusion of Bulk Stainless Steel
by: Blanc, Cyril, et al.
Published: (2024)
by: Blanc, Cyril, et al.
Published: (2024)
Dynamic Arthroscopic Navigation System for Anterior Cruciate Ligament Reconstruction Based on Multi-level Memory Architecture
by: Wang, Shuo, et al.
Published: (2025)
by: Wang, Shuo, et al.
Published: (2025)
Comparative Analysis of Unsupervised and Supervised Autoencoders for Nuclei Classification in Clear Cell Renal Cell Carcinoma Images
by: Javadian, Fatemeh, et al.
Published: (2025)
by: Javadian, Fatemeh, et al.
Published: (2025)
SelvaMask: Segmenting Trees in Tropical Forests and Beyond
by: Duguay, Simon-Olivier, et al.
Published: (2026)
by: Duguay, Simon-Olivier, et al.
Published: (2026)
Similar Items
-
Advancing Visual Computing in Materials Science (Shonan Seminar 189)
by: Heinzl, Christoph, et al.
Published: (2024) -
Ensemble YOLO Framework for Multi-Domain Mitotic Figure Detection in Histopathology Images
by: Kelam, Navya Sri, et al.
Published: (2025) -
Med-IC: Fusing a Single Layer Involution with Convolutions for Enhanced Medical Image Classification and Segmentation
by: Islam, Md. Farhadul, et al.
Published: (2024) -
The Skin Game: Revolutionizing Standards for AI Dermatology Model Comparison
by: Miętkiewicz, Łukasz, et al.
Published: (2025) -
Scanning Electron Microscopy-based Automatic Defect Inspection for Semiconductor Manufacturing: A Systematic Review
by: Dehaerne, Enrique, et al.
Published: (2024)