Selected Publications
View All Publications (PubMed)
Barnes H, Humphries SM, George PM, Assayag D, Glaspole I, Mackintosh JA, Corte TJ, Glassberg M, Johannson KA, Calandriello L, Felder F, Wells A, Walsh S. Machine learning in radiology: the new frontier in interstitial lung diseases. Lancet Digit Health. 2023 Jan;5(1):e41-e50. doi: 10.1016/S2589-7500(22)00230-8. Epub 2022 Dec 12. PMID: 36517410.
Humphries SM, Mackintosh JA, Jo HE, Walsh SLF, Silva M, Calandriello L, Chapman S, Ellis S, Glaspole I, Goh N, Grainge C, Hopkins PMA, Keir GJ, Moodley Y, Reynolds PN, Walters EH, Baraghoshi D, Wells AU, Lynch DA, Corte TJ. Quantitative computed tomography predicts outcomes in idiopathic pulmonary fibrosis. Respirology. 2022 Dec;27(12):1045-1053. doi: 10.1111/resp.14333. Epub 2022 Jul 25. PMID: 35875881; PMCID: PMC9796832.
Steele MP, Peljto AL, Mathai SK, Humphries S, Bang TJ, Oh A, Teague S, Cicchetti G, Sigakis C, Kropski JA, Loyd JE, Blackwell TS, Brown KK, Schwarz MI, Warren RA, Powers J, Walts AD, Markin C, Fingerlin TE, Yang IV, Lynch DA, Lee JS, Schwartz DA. Incidence and Progression of Fibrotic Lung Disease in an At-Risk Cohort. Am J Respir Crit Care Med. 2022 Sep 12. doi: 10.1164/rccm.202206-1075OC. Epub ahead of print. PMID: 36094461.
Massey CJ, Ramos L, Beswick DM, Ramakrishnan VR, Humphries SM. Clinical Validation and Extension of an Automated, Deep Learning-Based Algorithm for Quantitative Sinus CT Analysis. AJNR Am J Neuroradiol. 2022 Sep;43(9):1318-1324. doi: 10.3174/ajnr.A7616. PMID: 36538385; PMCID: PMC9451634.
Oh AS, Baraghoshi D, Lynch DA, Ash SY, Crapo JD, Humphries SM; COPDGene Investigators. Emphysema Progression at CT by Deep Learning Predicts Functional Impairment and Mortality: Results from the COPDGene Study. Radiology. 2022 Sep;304(3):672-679. doi: 10.1148/radiol.213054. Epub 2022 May 17. PMID: 35579519; PMCID: PMC9434819.
