Interstitial lung disease in systemic sclerosis: where do we stand?

S Cappelli, SB Randone, G Camiciottoli… - European …, 2015 - Eur Respiratory Soc
Interstitial lung disease (ILD) is common in systemic sclerosis (SSc) patients and despite
recent advances in the treatment is, at present, the major cause of death. Today, an early …

[HTML][HTML] Beyond visual interpretation: quantitative analysis and artificial intelligence in interstitial lung disease diagnosis “expanding horizons in radiology”

G Rea, N Sverzellati, M Bocchino, R Lieto, G Milanese… - Diagnostics, 2023 - mdpi.com
Diffuse lung disorders (DLDs) and interstitial lung diseases (ILDs) are pathological
conditions affecting the lung parenchyma and interstitial network. There are approximately …

[HTML][HTML] The characteristics and evolution of pulmonary fibrosis in COVID-19 patients as assessed by AI-assisted chest HRCT

JN Zou, L Sun, BR Wang, Y Zou, S Xu, YJ Ding… - PloS one, 2021 - journals.plos.org
The characteristics and evolution of pulmonary fibrosis in patients with coronavirus disease
2019 (COVID-19) have not been adequately studied. AI-assisted chest high-resolution …

[HTML][HTML] Lung densitometry: why, how and when

M Mascalchi, G Camiciottoli, S Diciotti - Journal of thoracic disease, 2017 - ncbi.nlm.nih.gov
Lung densitometry assesses with computed tomography (CT) the X-ray attenuation of the
pulmonary tissue which reflects both the degree of inflation and the structural lung …

Atlasnet: Multi-atlas non-linear deep networks for medical image segmentation

M Vakalopoulou, G Chassagnon, N Bus… - … Image Computing and …, 2018 - Springer
Deep learning methods have gained increasing attention in addressing segmentation
problems for medical images analysis despite the challenges inherited from the medical …

[HTML][HTML] A computer-aided diagnosis system for quantitative scoring of extent of lung fibrosis in scleroderma patients

HJ Kim, DP Tashkin, P Clements, G Li… - Clinical and …, 2010 - ncbi.nlm.nih.gov
Objectives To evaluate an improved quantitative lung fibrosis score based on a computer-
aided diagnosis (CAD) system that classifies CT pixels with the visual semi-quantitative …

[HTML][HTML] Pulmonary function tests as outcomes for systemic sclerosis interstitial lung disease

M Caron, S Hoa, M Hudson… - European …, 2018 - Eur Respiratory Soc
Interstitial lung disease (ILD) is the leading cause of morbidity and mortality in systemic
sclerosis (SSc). We performed a systematic review to characterise the use and validation of …

Comparison of the quantitative CT imaging biomarkers of idiopathic pulmonary fibrosis at baseline and early change with an interval of 7 months

HJ Kim, MS Brown, D Chong, DW Gjertson, P Lu… - Academic radiology, 2015 - Elsevier
Rationale and Objectives Median survival of patients with idiopathic pulmonary fibrosis (IPF)
is 2–5 years. Sensitive imaging metrics can play a role in detecting early changes in …

[HTML][HTML] High-resolution computed Tomography: Lights and shadows in improving care for SSc-ILD patients

B Ruaro, E Baratella, P Confalonieri, B Wade… - Diagnostics, 2021 - mdpi.com
The diagnosis and classification of systemic sclerosis-associated interstitial lung disease
(SSc-ILD) is essential to improve the prognosis of systemic sclerosis (SSc) patients. The risk …

Elastic registration–driven deep learning for longitudinal assessment of systemic sclerosis interstitial lung disease at CT

G Chassagnon, M Vakalopoulou, A Régent… - Radiology, 2021 - pubs.rsna.org
Background Longitudinal follow-up of interstitial lung diseases (ILDs) at CT mainly relies on
the evaluation of the extent of ILD, without accounting for lung shrinkage. Purpose To …