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An Efficient End-to-End Deep Neural Network for Interstitial Lung Disease Recognition and Classification [PDF]
arXiv, 2022 The automated Interstitial Lung Diseases (ILDs) classification technique is essential for assisting clinicians during the diagnosis process. Detecting and classifying ILDs patterns is a challenging problem. This paper introduces an end-to-end deep convolution neural network (CNN) for classifying ILDs patterns.
arxiv
ERJ Open Research, 2020 Background Fibrotic hypersensitivity pneumonitis (f-HP) can exhibit a progressive course similar to idiopathic pulmonary fibrosis (IPF). The lack of diagnostic guidelines and randomised controlled trials in this population represent a significant unmet ...
Vasilios Tzilas +9 more
doaj +1 more source
BMJ Open Respiratory Research, 2021 Introduction Antisynthetase syndrome (ASyS) is a rare autoimmune connective tissue disease (CTD), associated with autoantibodies targeting tRNA synthetase enzymes, that can present to respiratory (interstitial lung disease (ILD)) or rheumatology ...
Harsha Gunawardena +7 more
doaj +1 more source
Recent Advancements in Lung Cancer Metastasis Prevention Based on Nanostrategies
Advanced Science, EarlyView.Metastasis is the leading cause of death in patients with lung cancer. Nanomedicine can be used to prepare efficient drug delivery systems owing to their advantages and plays an important role in the synergistic antimetastasis of lung cancer. This comprehensive review summarizes the emerging nanostrategies against lung cancer metastasis based on the ...
Fan Xu +7 more
wiley +1 more source
Pneumoconiosis combined with connective tissue disease in China: a cross-sectional study
BMJ Open, 2023 Objective To describe the prevalence, clinical features and potential risk factors of pneumoconiosis in combination with connective tissue disease (CTD) or positive autoantibodies.Design Cross-sectional study.Setting A retrospective study of adults ...
Qiao Ye +5 more
doaj +1 more source
Advanced Science, EarlyView.METTL14/IGF2BP2‐mediated m6A modification drives LINC01094 upregulation in BC. Then, LINC01094 interacts with PKM2 monomers to promote their dimerization, while serving as a flexible scaffold to facilitate the assembly of the PKM2/JMJD5 complex, synergistically stabilizing PKM2 dimers and enhancing their nuclear translocation.
Mengqi Wang +8 more
wiley +1 more source
Imaging diagnosis-computed tomography of traction bronchiectasis secondary to pulmonary fibrosis in a Patterdale Terrier [PDF]
, 2016 An 8-year-old, Patterdale terrier was referred for evaluation of tachypnoea, exercise intolerance, and weight loss. Computed tomographic images showed pneumomediastinum, diffuse pulmonary ground glass opacity, and marked dilatation of peripheral bronchi,
Fitzgerald, E +2 more
core +2 more sources
Multi-source Transfer Learning with Convolutional Neural Networks for Lung Pattern Analysis [PDF]
, 2016 Early diagnosis of interstitial lung diseases is crucial for their treatment, but even experienced physicians find it difficult, as their clinical manifestations are similar. In order to assist with the diagnosis, computer-aided diagnosis (CAD) systems have been developed. These commonly rely on a fixed scale classifier that scans CT images, recognizes
arxiv +1 more source
Tuberculosis and Respiratory Diseases, 2006 Recently published articles on interstitial lung disease (ILD) have focused on the accurate diagnosis of idiopathic pulmonary fibrosis (IPF), serum biomarkers, acute exacerbation of IPF, the prognostic factors of ILD and the trial of new treatment.
openaire +2 more sources
Respiratory Research, 2022 Background Patients with interstitial lung disease (ILD) require regular physician visits and referral to specialist ILD clinics. Difficulties or delays in accessing care can limit opportunities to monitor disease trajectory and response to treatment ...
Toby M. Maher +10 more
doaj +1 more source