Pulmonary emphysema subtypes defined by unsupervised machine learning on CT scans.

Angelini ED, Yang J, Balte PP, Hoffman EA, Manichaikul AW, Sun Y, Shen W, Austin JHM, Allen NB, Bleecker ER, Bowler R, Cho MH, Cooper CS, Couper D, Dransfield MT, Garcia CK, Han MK, Hansel NN, Hughes E, Jacobs DR, Kasela S, Kaufman JD, Kim JS, Lappalainen T, Lima J, Malinsky D, Martinez FJ, Oelsner EC, Ortega VE, Paine R, Post W, Pottinger TD, Prince MR, Rich SS, Silverman EK, Smith BM, Swift AJ, Watson KE, Woodruff PG, Laine AF, Barr RG

Open source

DOI: 10.1136/thorax-2022-219158
Published: 2023 Nov
Container: Thorax
Publisher: Not recorded
Open access: yes

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Cite this work

BibTeX

@article{allodium:10.1136/thorax-2022-219158,
  title = {Pulmonary emphysema subtypes defined by unsupervised machine learning on CT scans.},
  author = {Angelini ED and Yang J and Balte PP and Hoffman EA and Manichaikul AW and Sun Y and Shen W and Austin JHM and Allen NB and Bleecker ER and Bowler R and Cho MH and Cooper CS and Couper D and Dransfield MT and Garcia CK and Han MK and Hansel NN and Hughes E and Jacobs DR and Kasela S and Kaufman JD and Kim JS and Lappalainen T and Lima J and Malinsky D and Martinez FJ and Oelsner EC and Ortega VE and Paine R and Post W and Pottinger TD and Prince MR and Rich SS and Silverman EK and Smith BM and Swift AJ and Watson KE and Woodruff PG and Laine AF and Barr RG},
  year = {2023},
  journal = {Thorax},
  doi = {10.1136/thorax-2022-219158},
  url = {https://doi.org/10.1136/thorax-2022-219158}
}

RIS

TY  - JOUR
TI  - Pulmonary emphysema subtypes defined by unsupervised machine learning on CT scans.
AU  - Angelini ED
AU  - Yang J
AU  - Balte PP
AU  - Hoffman EA
AU  - Manichaikul AW
AU  - Sun Y
AU  - Shen W
AU  - Austin JHM
AU  - Allen NB
AU  - Bleecker ER
AU  - Bowler R
AU  - Cho MH
AU  - Cooper CS
AU  - Couper D
AU  - Dransfield MT
AU  - Garcia CK
AU  - Han MK
AU  - Hansel NN
AU  - Hughes E
AU  - Jacobs DR
AU  - Kasela S
AU  - Kaufman JD
AU  - Kim JS
AU  - Lappalainen T
AU  - Lima J
AU  - Malinsky D
AU  - Martinez FJ
AU  - Oelsner EC
AU  - Ortega VE
AU  - Paine R
AU  - Post W
AU  - Pottinger TD
AU  - Prince MR
AU  - Rich SS
AU  - Silverman EK
AU  - Smith BM
AU  - Swift AJ
AU  - Watson KE
AU  - Woodruff PG
AU  - Laine AF
AU  - Barr RG
PY  - 2023
JO  - Thorax
DO  - 10.1136/thorax-2022-219158
UR  - https://doi.org/10.1136/thorax-2022-219158
ER  -

APA

ED, A., J, Y., PP, B., EA, H., AW, M., Y, S., W, S., JHM, A., NB, A., ER, B., R, B., MH, C., CS, C., D, C., MT, D., CK, G., MK, H., NN, H., E, H., DR, J., S, K., JD, K., JS, K., T, L., J, L., D, M., FJ, M., EC, O., VE, O., R, P., W, P., TD, P., MR, P., SS, R., EK, S., BM, S., AJ, S., KE, W., PG, W., AF, L., & RG, B. (2023). Pulmonary emphysema subtypes defined by unsupervised machine learning on CT scans.. Thorax. https://doi.org/10.1136/thorax-2022-219158

Source records

pubmed · retrieved 2026-09-26T07:10:57.547Z