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Lung Disease Classification

Papers

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Showing 1–24 of 24 papers

TitleStatusHype
CXR-LT 2024: A MICCAI challenge on long-tailed, multi-label, and zero-shot disease classification from chest X-ray—0
Multilabel Classification for Lung Disease Detection: Integrating Deep Learning and Natural Language Processing—0
Developing a Dual-Stage Vision Transformer Model for Lung Disease Classification—0
Deep Learning for Lung Disease Classification Using Transfer Learning and a Customized CNN Architecture with Attention—0
ILDNet: A Novel Deep Learning Framework for Interstitial Lung Disease Identification Using Respiratory SoundsCode0
CROCODILE: Causality aids RObustness via COntrastive DIsentangled LEarningCode0
Non-contact Lung Disease Classification via OFDM-based Passive 6G ISAC Sensing—0
Explainable Lung Disease Classification from Chest X-Ray Images Utilizing Deep Learning and XAI—0
Lung Cancer Detection Using Machine Learning Methods—0
Multi-Task Learning for Lung sound & Lung disease classification—0
AsthmaSCELNet: A Lightweight Supervised Contrastive Embedding Learning Framework For Asthma Classification Using Lung SoundsCode0
AsTFSONN: A Unified Framework Based on Time-Frequency Domain Self-Operational Neural Network for Asthmatic Lung Sound ClassificationCode0
RDLINet: A Novel Lightweight Inception Network for Respiratory Disease Classification Using Lung SoundsCode1
Exploring the Versatility of Zero-Shot CLIP for Interstitial Lung Disease Classification—0
Attention-based Saliency Maps Improve Interpretability of Pneumothorax ClassificationCode0
An Efficient and Robust Method for Chest X-Ray Rib Suppression that Improves Pulmonary Abnormality Diagnosis—0
Self Pre-training with Masked Autoencoders for Medical Image Classification and SegmentationCode1
GAN-based disentanglement learning for chest X-ray rib suppression—0
Interpretability-Driven Sample Selection Using Self Supervised Learning For Disease Classification And Segmentation—0
Respiratory diseases recognition through respiratory sound with the help of deep neural networkCode1
CheXpert: A Large Chest Radiograph Dataset with Uncertainty Labels and Expert ComparisonCode1
Feature Representation Analysis of Deep Convolutional Neural Network using Two-stage Feature Transfer -An Application for Diffuse Lung Disease Classification-—0
Boosted Cascaded Convnets for Multilabel Classification of Thoracic Diseases in Chest RadiographsCode1
ChestX-ray8: Hospital-scale Chest X-ray Database and Benchmarks on Weakly-Supervised Classification and Localization of Common Thorax DiseasesCode1
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