Deep Learning Classification of Usual Interstitial Pneumonia Predicts Outcomes
Deep learning is more sensitive than visual assessment in detecting UIP on CT scans, providing prognostic information that complements quantitative fibrosis extent
🔗 https://t.co/jEjpfY0IRy
Disentangling Computed Tomography Pattern and Extent to Estimate Prognosis in Fibrosing Interstitial Lung Diseases
🔓 Open Access
🔗 https://t.co/u3TylSHBFB
Great work by @yoffeash
Quantitative CT analysis in #COPDGene suggests that even small increases in lung fibrosis are associated with worse outcomes, and combined progression of emphysema and fibrosis poses a greater risk than progression of either alone https://t.co/BJOCepP5zf
In the COPDGene 10-year emphysema study, participants with pre-existing emphysema who continued smoking had the largest decline in adjusted lung density. https://t.co/EWFvmeOY5K
Quantitative computed tomography of the chest for fibrotic lung diseases: Prime time for its use in routine clinical practice? An expert view on the matter in #Respirology 'free to read' https://t.co/x9JlA5NHNi related to https://t.co/M6C1YKMemp
A deep-learning algorithm helps clinicians assess the progression of emphysema in cigarette smokers at five-year follow-up after baseline CT, says a new study in @radiology_rsna. #radiology#medicalimaging https://t.co/SmOJoapjJ7
Emphysema progression was associated with increased mortality in this deep learning study. @SteveMHumphries@NJHealth@Cochestrads https://t.co/oJpGqd5TTX
Impact of Cystic Fibrosis Transmembrane Conductance Regulator Therapy on Chronic Rhinosinusitis and Health Status: Deep Learning CT Analysis and Patient-reported Outcomes
🔓 Open Access
🔗 https://t.co/y8myEnh5C8
Introducing the 2021 PFF Scholars! Each Scholar receives $75,000 from the PFF over a two year period.
Read about their work and backgrounds at https://t.co/9GuXfJ1Rfk
A combination of volume adjustment and noise reduction filtering improved the reproducibility of lung density measurements computed using serial fixed-dose and reduced-dose CT scans. https://t.co/D7gQuTTt1u
Emphysema at CT in current or former smokers can serve as a predictor of future progression of emphysema & may have value in therapeutic trials & in clinical practice. Learn more in the article by Kaddouri et al. https://t.co/FbWV7HhYRA @Belkaddo@SteveMHumphries@lynchchestrad
Excited to share this new manuscript from Margaret Salisbury & group @VUMCLung:
Development and Progression of Radiologic Abnormalities in Individuals at Risk for Familial ILD. doi: 10.1164/rccm.201909-1834OC
@VUMCResearch @VUMChealth @VUMCgenetics @VUMC_Insights