Lung Disease Classification

6 papers with code • 0 benchmarks • 0 datasets

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Latest papers with no code

Exploring the Versatility of Zero-Shot CLIP for Interstitial Lung Disease Classification

no code yet • 1 Jun 2023

Interstitial lung diseases (ILD) present diagnostic challenges due to their varied manifestations and overlapping imaging features.

An Efficient and Robust Method for Chest X-Ray Rib Suppression that Improves Pulmonary Abnormality Diagnosis

no code yet • 19 Feb 2023

Suppression of thoracic bone shadows on chest X-rays (CXRs) has been indicated to improve the diagnosis of pulmonary disease.

GAN-based disentanglement learning for chest X-ray rib suppression

no code yet • 18 Oct 2021

Clinical evidence has shown that rib-suppressed chest X-rays (CXRs) can improve the reliability of pulmonary disease diagnosis.

Interpretability-Driven Sample Selection Using Self Supervised Learning For Disease Classification And Segmentation

no code yet • 13 Apr 2021

We demonstrate the benefits of the proposed approach, termed Interpretability-Driven Sample Selection (IDEAL), in an active learning setup aimed at lung disease classification and histopathology image segmentation.

Feature Representation Analysis of Deep Convolutional Neural Network using Two-stage Feature Transfer -An Application for Diffuse Lung Disease Classification-

no code yet • 15 Oct 2018

Transfer learning is a machine learning technique designed to improve generalization performance by using pre-trained parameters obtained from other learning tasks.