XAI-Guided Analysis of Residual Networks for Interpretable Pneumonia Detection in Paediatric Chest X-rays
Fuente:
arXiv
Saved in:
| Main Author: | Ridwan, Rayyan |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
MIC: Medical Image Classification Using Chest X-ray (COVID-19 and Pneumonia) Dataset with the Help of CNN and Customized CNN
by: Fahad, Nafiz, et al.
Published: (2024)
by: Fahad, Nafiz, et al.
Published: (2024)
Novel Pooling-based VGG-Lite for Pneumonia and Covid-19 Detection from Imbalanced Chest X-Ray Datasets
by: Roy, Santanu, et al.
Published: (2025)
by: Roy, Santanu, et al.
Published: (2025)
Deep Learning-Based Pneumonia Detection from Chest X-ray Images: A CNN Approach with Performance Analysis and Clinical Implications
by: Dutta, P K, et al.
Published: (2025)
by: Dutta, P K, et al.
Published: (2025)
Interpretable CNN-Multilevel Attention Transformer for Rapid Recognition of Pneumonia from Chest X-Ray Images
by: Chen, Shengchao, et al.
Published: (2022)
by: Chen, Shengchao, et al.
Published: (2022)
Lightweight Weighted Average Ensemble Model for Pneumonia Detection in Chest X-Ray Images
by: Nettur, Suresh Babu, et al.
Published: (2025)
by: Nettur, Suresh Babu, et al.
Published: (2025)
FA-Net: A Fuzzy Attention-aided Deep Neural Network for Pneumonia Detection in Chest X-Rays
by: Roy, Ayush, et al.
Published: (2024)
by: Roy, Ayush, et al.
Published: (2024)
Cardiovascular Disease Detection from Multi-View Chest X-rays with BI-Mamba
by: Yang, Zefan, et al.
Published: (2024)
by: Yang, Zefan, et al.
Published: (2024)
Improving Pediatric Pneumonia Diagnosis with Adult Chest X-ray Images Utilizing Contrastive Learning and Embedding Similarity
by: Zunaed, Mohammad, et al.
Published: (2024)
by: Zunaed, Mohammad, et al.
Published: (2024)
Automatic Detection of COVID-19 from Chest X-ray Images Using Deep Learning Model
by: Das, Alloy, et al.
Published: (2024)
by: Das, Alloy, et al.
Published: (2024)
Chest X-ray Foundation Model with Global and Local Representations Integration
by: Yang, Zefan, et al.
Published: (2025)
by: Yang, Zefan, et al.
Published: (2025)
Risk-Sensitive Conformal Prediction for Catheter Placement Detection in Chest X-rays
by: Hui, Long
Published: (2025)
by: Hui, Long
Published: (2025)
Label-Efficient Chest X-ray Diagnosis via Partial CLIP Adaptation
by: Dalsania, Heet Nitinkumar
Published: (2025)
by: Dalsania, Heet Nitinkumar
Published: (2025)
Comprehensive Lung Disease Detection Using Deep Learning Models and Hybrid Chest X-ray Data with Explainable AI
by: Sarker, Shuvashis, et al.
Published: (2025)
by: Sarker, Shuvashis, et al.
Published: (2025)
Deep Learning Approach for the Diagnosis of Pediatric Pneumonia Using Chest X-ray Imaging
by: Hosseinabadi, Fatemeh, et al.
Published: (2025)
by: Hosseinabadi, Fatemeh, 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)
by: Ørting, Silas Nyboe, et al.
Published: (2025)
Xray2Xray: World Model from Chest X-rays with Volumetric Context
by: Yang, Zefan, et al.
Published: (2025)
by: Yang, Zefan, et al.
Published: (2025)
CoVScreen: Pitfalls and recommendations for screening COVID-19 using Chest X-rays
by: Singh, Sonit
Published: (2024)
by: Singh, Sonit
Published: (2024)
Exploiting the Segment Anything Model (SAM) for Lung Segmentation in Chest X-ray Images
by: de Carvalho, Gabriel Bellon, et al.
Published: (2024)
by: de Carvalho, Gabriel Bellon, et al.
Published: (2024)
Reliable COVID-19 Detection Using Chest X-ray Images
by: Degerli, Aysen, et al.
Published: (2021)
by: Degerli, Aysen, et al.
Published: (2021)
Exploration of Interpretability Techniques for Deep COVID-19 Classification using Chest X-ray Images
by: Chatterjee, Soumick, et al.
Published: (2020)
by: Chatterjee, Soumick, et al.
Published: (2020)
Privacy-Preserving Chest X-ray Classification in Latent Space with Homomorphically Encrypted Neural Inference
by: Kim, Jonghun, et al.
Published: (2025)
by: Kim, Jonghun, et al.
Published: (2025)
Prompt2SegCXR:Prompt to Segment All Organs and Diseases in Chest X-rays
by: Zami, Abduz, et al.
Published: (2025)
by: Zami, Abduz, et al.
Published: (2025)
OSegNet: Operational Segmentation Network for COVID-19 Detection using Chest X-ray Images
by: Degerli, Aysen, et al.
Published: (2022)
by: Degerli, Aysen, et al.
Published: (2022)
Diagnosis of Patients with Viral, Bacterial, and Non-Pneumonia Based on Chest X-Ray Images Using Convolutional Neural Networks
by: Arizmendi, Carlos, et al.
Published: (2025)
by: Arizmendi, Carlos, et al.
Published: (2025)
Explainable Lung Disease Classification from Chest X-Ray Images Utilizing Deep Learning and XAI
by: Ifty, Tanzina Taher, et al.
Published: (2024)
by: Ifty, Tanzina Taher, et al.
Published: (2024)
An Explainable Contrastive-based Dilated Convolutional Network with Transformer for Pediatric Pneumonia Detection
by: Raghaw, Chandravardhan Singh, et al.
Published: (2024)
by: Raghaw, Chandravardhan Singh, et al.
Published: (2024)
Evaluating and Improving the Effectiveness of Synthetic Chest X-Rays for Medical Image Analysis
by: Prakash, Eva, et al.
Published: (2024)
by: Prakash, Eva, et al.
Published: (2024)
Hierarchical SegNet with Channel and Context Attention for Accurate Lung Segmentation in Chest X-ray Images
by: Khaniki, Mohammad Ali Labbaf, et al.
Published: (2024)
by: Khaniki, Mohammad Ali Labbaf, et al.
Published: (2024)
Classification of COVID-19 in Chest X-ray Images Using Fusion of Deep Features and LightGBM
by: Nasiri, Hamid, et al.
Published: (2022)
by: Nasiri, Hamid, et al.
Published: (2022)
Comparative Analysis of Vision Transformers and Traditional Deep Learning Approaches for Automated Pneumonia Detection in Chest X-Rays
by: Singh, Gaurav
Published: (2025)
by: Singh, Gaurav
Published: (2025)
Zero-Shot Pediatric Tuberculosis Detection in Chest X-Rays using Self-Supervised Learning
by: Capellán-Martín, Daniel, et al.
Published: (2024)
by: Capellán-Martín, Daniel, et al.
Published: (2024)
Feature-level Site Leakage Reduction for Cross-Hospital Chest X-ray Transfer via Self-Supervised Learning
by: Bouaziz, Ayoub Louaye, et al.
Published: (2026)
by: Bouaziz, Ayoub Louaye, et al.
Published: (2026)
Quality Enhancement of Radiographic X-ray Images by Interpretable Mapping
by: Yang, Hongxu, et al.
Published: (2025)
by: Yang, Hongxu, et al.
Published: (2025)
Unpaired Translation of Chest X-ray Images for Lung Opacity Diagnosis via Adaptive Activation Masks and Cross-Domain Alignment
by: Ning, Junzhi, et al.
Published: (2025)
by: Ning, Junzhi, et al.
Published: (2025)
Multi-pathology Chest X-ray Classification with Rejection Mechanisms
by: Aperstein, Yehudit, et al.
Published: (2025)
by: Aperstein, Yehudit, et al.
Published: (2025)
AT-CXR: Uncertainty-Aware Agentic Triage for Chest X-rays
by: Li, Xueyang, et al.
Published: (2025)
by: Li, Xueyang, et al.
Published: (2025)
Advanced Chest X-Ray Analysis via Transformer-Based Image Descriptors and Cross-Model Attention Mechanism
by: Agarwal, Lakshita, et al.
Published: (2025)
by: Agarwal, Lakshita, et al.
Published: (2025)
SharpXR: Structure-Aware Denoising for Pediatric Chest X-Rays
by: Abolade, Ilerioluwakiiye, et al.
Published: (2025)
by: Abolade, Ilerioluwakiiye, et al.
Published: (2025)
Deep Learning-Powered Classification of Thoracic Diseases in Chest X-Rays
by: Lei, Yiming, et al.
Published: (2025)
by: Lei, Yiming, et al.
Published: (2025)
3DPX: Single Panoramic X-ray Analysis Guided by 3D Oral Structure Reconstruction
by: Li, Xiaoshuang, et al.
Published: (2024)
by: Li, Xiaoshuang, et al.
Published: (2024)
Similar Items
-
MIC: Medical Image Classification Using Chest X-ray (COVID-19 and Pneumonia) Dataset with the Help of CNN and Customized CNN
by: Fahad, Nafiz, et al.
Published: (2024) -
Novel Pooling-based VGG-Lite for Pneumonia and Covid-19 Detection from Imbalanced Chest X-Ray Datasets
by: Roy, Santanu, et al.
Published: (2025) -
Deep Learning-Based Pneumonia Detection from Chest X-ray Images: A CNN Approach with Performance Analysis and Clinical Implications
by: Dutta, P K, et al.
Published: (2025) -
Interpretable CNN-Multilevel Attention Transformer for Rapid Recognition of Pneumonia from Chest X-Ray Images
by: Chen, Shengchao, et al.
Published: (2022) -
Lightweight Weighted Average Ensemble Model for Pneumonia Detection in Chest X-Ray Images
by: Nettur, Suresh Babu, et al.
Published: (2025)