Deep Learning for Lung Disease Classification Using Transfer Learning and a Customized CNN Architecture with Attention [PDF]
arXivMany people die from lung-related diseases every year. X-ray is an effective way to test if one is diagnosed with a lung-related disease or not. This study concentrates on categorizing three distinct types of lung X-rays: those depicting healthy lungs, those showing lung opacities, and those indicative of viral pneumonia.
arxiv
Accuracy of mortality data for interstitial lung diseases in New Mexico, USA. [PDF]
, 1996 David Coultas, M. P. Hughes
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Interpretation of HRCT Scans in the Diagnosis of IPF: Improving Communication Between Pulmonologists and Radiologists. [PDF]
, 2018 Idiopathic pulmonary fibrosis (IPF) is a progressive fibrosing interstitial lung disease (ILD). In this review, we describe the central role of high-resolution computed tomography (HRCT) in the diagnosis of IPF and discuss how communication between ...
Chung, Jonathan H, Goldin, Jonathan G
core
Lentivirus-induced interstitial lung disease: pulmonary pathology in sheep naturally infected by the visna-maedi virus. [PDF]
, 1994 Mornex Jf +7 more
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Multi-Task Learning for Lung sound & Lung disease classification [PDF]
arXivIn recent years, advancements in deep learning techniques have considerably enhanced the efficiency and accuracy of medical diagnostics. In this work, a novel approach using multi-task learning (MTL) for the simultaneous classification of lung sounds and lung diseases is proposed.
arxiv
Studies on clincopathological changes in interstitial lung diseases
, 1987 Makoto Nabe
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Developing a Dual-Stage Vision Transformer Model for Lung Disease Classification [PDF]
arXivLung diseases have become a prevalent problem throughout the United States, affecting over 34 million people. Accurate and timely diagnosis of the different types of lung diseases is critical, and Artificial Intelligence (AI) methods could speed up these processes.
arxiv
Studies on anti-HTLV-I antibody in interstitial lung diseases
, 1993 Katsumi Ueno
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USE OF SEQUENTIAL DTPA CLEARANCE AND HIGH RESOLUTION COMPUTERIZED TOMOGRAPHY EN MONITORING INTERSTITIAL LUNG DISEASE IN DERMATOMYOSITTS [PDF]
, 1996 C. Hill, E. Romas, Bruce Kirkham
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Spatially resolved gene expression profiles of fibrosing interstitial lung diseases
Scientific ReportsFibrosing interstitial lung diseases (ILDs) encompass a diverse range of scarring disorders that lead to progressive lung failure. Previous gene expression profiling studies focused on idiopathic pulmonary fibrosis (IPF) and bulk tissue samples.
Seung J. Kim +6 more
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