Improving Pediatric Pneumonia Diagnosis with Adult Chest X-ray Images Utilizing Contrastive Learning and Embedding Similarity
Fuente:
arXiv
Enregistré dans:
| Auteurs principaux: | Zunaed, Mohammad, Hasan, Anwarul, Hasan, Taufiq |
|---|---|
| Format: | Preprint |
| Publié: |
2024
|
| Sujets: | |
| Accès en ligne: | |
| Tags: |
Ajouter un tag
Pas de tags, Soyez le premier à ajouter un tag!
|
Documents similaires
Learning to Generalize towards Unseen Domains via a Content-Aware Style Invariant Model for Disease Detection from Chest X-rays
par: Zunaed, Mohammad, et autres
Publié: (2023)
par: Zunaed, Mohammad, et autres
Publié: (2023)
Deep Learning Approach for the Diagnosis of Pediatric Pneumonia Using Chest X-ray Imaging
par: Hosseinabadi, Fatemeh, et autres
Publié: (2025)
par: Hosseinabadi, Fatemeh, et autres
Publié: (2025)
Phi-SegNet: Phase-Integrated Supervision for Medical Image Segmentation
par: Ali, Shams Nafisa, et autres
Publié: (2026)
par: Ali, Shams Nafisa, et autres
Publié: (2026)
Improving Fairness of Automated Chest X-ray Diagnosis by Contrastive Learning
par: Lin, Mingquan, et autres
Publié: (2024)
par: Lin, Mingquan, et autres
Publié: (2024)
Context-Aware Asymmetric Ensembling for Interpretable Retinopathy of Prematurity Screening via Active Query and Vascular Attention
par: Hassan, Md. Mehedi, et autres
Publié: (2026)
par: Hassan, Md. Mehedi, et autres
Publié: (2026)
XAI-Guided Analysis of Residual Networks for Interpretable Pneumonia Detection in Paediatric Chest X-rays
par: Ridwan, Rayyan
Publié: (2025)
par: Ridwan, Rayyan
Publié: (2025)
An Explainable Contrastive-based Dilated Convolutional Network with Transformer for Pediatric Pneumonia Detection
par: Raghaw, Chandravardhan Singh, et autres
Publié: (2024)
par: Raghaw, Chandravardhan Singh, et autres
Publié: (2024)
MIC: Medical Image Classification Using Chest X-ray (COVID-19 and Pneumonia) Dataset with the Help of CNN and Customized CNN
par: Fahad, Nafiz, et autres
Publié: (2024)
par: Fahad, Nafiz, et autres
Publié: (2024)
Hierarchical SegNet with Channel and Context Attention for Accurate Lung Segmentation in Chest X-ray Images
par: Khaniki, Mohammad Ali Labbaf, et autres
Publié: (2024)
par: Khaniki, Mohammad Ali Labbaf, et autres
Publié: (2024)
LMLCC-Net: A Semi-Supervised Deep Learning Model for Lung Nodule Malignancy Prediction from CT Scans using a Novel Hounsfield Unit-Based Intensity Filtering
par: Mamun, Tasnia Binte, et autres
Publié: (2025)
par: Mamun, Tasnia Binte, et autres
Publié: (2025)
Label-Efficient Chest X-ray Diagnosis via Partial CLIP Adaptation
par: Dalsania, Heet Nitinkumar
Publié: (2025)
par: Dalsania, Heet Nitinkumar
Publié: (2025)
Unpaired Translation of Chest X-ray Images for Lung Opacity Diagnosis via Adaptive Activation Masks and Cross-Domain Alignment
par: Ning, Junzhi, et autres
Publié: (2025)
par: Ning, Junzhi, et autres
Publié: (2025)
Deep Learning-Based Pneumonia Detection from Chest X-ray Images: A CNN Approach with Performance Analysis and Clinical Implications
par: Dutta, P K, et autres
Publié: (2025)
par: Dutta, P K, et autres
Publié: (2025)
Explainable Lung Disease Classification from Chest X-Ray Images Utilizing Deep Learning and XAI
par: Ifty, Tanzina Taher, et autres
Publié: (2024)
par: Ifty, Tanzina Taher, et autres
Publié: (2024)
Lightweight Weighted Average Ensemble Model for Pneumonia Detection in Chest X-Ray Images
par: Nettur, Suresh Babu, et autres
Publié: (2025)
par: Nettur, Suresh Babu, et autres
Publié: (2025)
Automatic Detection of COVID-19 from Chest X-ray Images Using Deep Learning Model
par: Das, Alloy, et autres
Publié: (2024)
par: Das, Alloy, et autres
Publié: (2024)
SharpXR: Structure-Aware Denoising for Pediatric Chest X-Rays
par: Abolade, Ilerioluwakiiye, et autres
Publié: (2025)
par: Abolade, Ilerioluwakiiye, et autres
Publié: (2025)
Zero-Shot Pediatric Tuberculosis Detection in Chest X-Rays using Self-Supervised Learning
par: Capellán-Martín, Daniel, et autres
Publié: (2024)
par: Capellán-Martín, Daniel, et autres
Publié: (2024)
Diagnosis of Patients with Viral, Bacterial, and Non-Pneumonia Based on Chest X-Ray Images Using Convolutional Neural Networks
par: Arizmendi, Carlos, et autres
Publié: (2025)
par: Arizmendi, Carlos, et autres
Publié: (2025)
Evaluating and Improving the Effectiveness of Synthetic Chest X-Rays for Medical Image Analysis
par: Prakash, Eva, et autres
Publié: (2024)
par: Prakash, Eva, et autres
Publié: (2024)
Exploiting the Segment Anything Model (SAM) for Lung Segmentation in Chest X-ray Images
par: de Carvalho, Gabriel Bellon, et autres
Publié: (2024)
par: de Carvalho, Gabriel Bellon, et autres
Publié: (2024)
Novel Pooling-based VGG-Lite for Pneumonia and Covid-19 Detection from Imbalanced Chest X-Ray Datasets
par: Roy, Santanu, et autres
Publié: (2025)
par: Roy, Santanu, et autres
Publié: (2025)
Interpretable CNN-Multilevel Attention Transformer for Rapid Recognition of Pneumonia from Chest X-Ray Images
par: Chen, Shengchao, et autres
Publié: (2022)
par: Chen, Shengchao, et autres
Publié: (2022)
Classification of COVID-19 in Chest X-ray Images Using Fusion of Deep Features and LightGBM
par: Nasiri, Hamid, et autres
Publié: (2022)
par: Nasiri, Hamid, et autres
Publié: (2022)
Semi-Supervised Contrastive VAE for Disentanglement of Digital Pathology Images
par: Hasan, Mahmudul, et autres
Publié: (2024)
par: Hasan, Mahmudul, et autres
Publié: (2024)
Chest X-ray Foundation Model with Global and Local Representations Integration
par: Yang, Zefan, et autres
Publié: (2025)
par: Yang, Zefan, et autres
Publié: (2025)
Reproducing and Improving CheXNet: Deep Learning for Chest X-ray Disease Classification
par: Strick, Daniel J., et autres
Publié: (2025)
par: Strick, Daniel J., et autres
Publié: (2025)
YOLOv9 for Fracture Detection in Pediatric Wrist Trauma X-ray Images
par: Chien, Chun-Tse, et autres
Publié: (2024)
par: Chien, Chun-Tse, et autres
Publié: (2024)
Computer-Aided Osteoporosis Diagnosis Using Transfer Learning with Enhanced Features from Stacked Deep Learning Modules
par: Siddiqua, Ayesha, et autres
Publié: (2024)
par: Siddiqua, Ayesha, et autres
Publié: (2024)
Using Computer Vision for Skin Disease Diagnosis in Bangladesh Enhancing Interpretability and Transparency in Deep Learning Models for Skin Cancer Classification
par: Islam, Rafiul, et autres
Publié: (2025)
par: Islam, Rafiul, et autres
Publié: (2025)
Artificially Generated Visual Scanpath Improves Multi-label Thoracic Disease Classification in Chest X-Ray Images
par: Verma, Ashish, et autres
Publié: (2025)
par: Verma, Ashish, et autres
Publié: (2025)
Reliable COVID-19 Detection Using Chest X-ray Images
par: Degerli, Aysen, et autres
Publié: (2021)
par: Degerli, Aysen, et autres
Publié: (2021)
Cardiovascular Disease Detection from Multi-View Chest X-rays with BI-Mamba
par: Yang, Zefan, et autres
Publié: (2024)
par: Yang, Zefan, et autres
Publié: (2024)
CoVScreen: Pitfalls and recommendations for screening COVID-19 using Chest X-rays
par: Singh, Sonit
Publié: (2024)
par: Singh, Sonit
Publié: (2024)
Xray2Xray: World Model from Chest X-rays with Volumetric Context
par: Yang, Zefan, et autres
Publié: (2025)
par: Yang, Zefan, et autres
Publié: (2025)
Comprehensive Lung Disease Detection Using Deep Learning Models and Hybrid Chest X-ray Data with Explainable AI
par: Sarker, Shuvashis, et autres
Publié: (2025)
par: Sarker, Shuvashis, et autres
Publié: (2025)
Feature-level Site Leakage Reduction for Cross-Hospital Chest X-ray Transfer via Self-Supervised Learning
par: Bouaziz, Ayoub Louaye, et autres
Publié: (2026)
par: Bouaziz, Ayoub Louaye, et autres
Publié: (2026)
Computer-Aided Diagnosis of Thoracic Diseases in Chest X-rays using hybrid CNN-Transformer Architecture
par: Singh, Sonit
Publié: (2024)
par: Singh, Sonit
Publié: (2024)
Privacy-Preserving Chest X-ray Classification in Latent Space with Homomorphically Encrypted Neural Inference
par: Kim, Jonghun, et autres
Publié: (2025)
par: Kim, Jonghun, et autres
Publié: (2025)
Prompt2SegCXR:Prompt to Segment All Organs and Diseases in Chest X-rays
par: Zami, Abduz, et autres
Publié: (2025)
par: Zami, Abduz, et autres
Publié: (2025)
Documents similaires
-
Learning to Generalize towards Unseen Domains via a Content-Aware Style Invariant Model for Disease Detection from Chest X-rays
par: Zunaed, Mohammad, et autres
Publié: (2023) -
Deep Learning Approach for the Diagnosis of Pediatric Pneumonia Using Chest X-ray Imaging
par: Hosseinabadi, Fatemeh, et autres
Publié: (2025) -
Phi-SegNet: Phase-Integrated Supervision for Medical Image Segmentation
par: Ali, Shams Nafisa, et autres
Publié: (2026) -
Improving Fairness of Automated Chest X-ray Diagnosis by Contrastive Learning
par: Lin, Mingquan, et autres
Publié: (2024) -
Context-Aware Asymmetric Ensembling for Interpretable Retinopathy of Prematurity Screening via Active Query and Vascular Attention
par: Hassan, Md. Mehedi, et autres
Publié: (2026)