Toward unified and comprehensive automated electroencephalogram interpretation: a multicentre development and validation of an electroencephalogram foundation model.

Sun C, Karakis I, Herlopian A, Ng MC, Osman G, Sheikh Z, Taraschenko O, Yoo JY, Appavu BL, Arcot Jayagopal L, Kaplan PW, Lee JW, Selioutski O, Haider HA, Halford JJ, Hoch DB, Lam A, Nascimento FA, Pathmanathan J, Schmitt S, De Stefano P, Fisch U, Gijs J, Castro-Lima H, Kong WY, Cervenka MC, Dhakar MB, Fatima S, Gaspard N, Gilmore EJ, Herman ST, Holmes MG, Johnson EL, Muniz CF, Rosenthal ES, Rodriguez Ruiz AA, Sarkis RA, Shafi MM, Swisher CB, Tabaeizadeh M, Benbadis SR, Chan F, Chu CJ, Dolatshahi M, Greenblatt AS, Katyal R, Nwankwo C, Amorim E, Tatum WO, Weber D, Loddenkemper T, Peters JM, Katwa U, Maski K, Thomas RJ, Hong S, Yuan D, Cash SS, Cole AJ, Goldenholz DM, Stow C, Kim JA, Zafar SF, Struck AF, Westover MB, Jing J

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DOI: 10.1016/j.landig.2026.101039
Published: 2026 Sep
Container: The Lancet. Digital health
Publisher: Not recorded
Open access: unknown

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Cite this work

BibTeX

@article{allodium:10.1016/j.landig.2026.101039,
  title = {Toward unified and comprehensive automated electroencephalogram interpretation: a multicentre development and validation of an electroencephalogram foundation model.},
  author = {Sun C and Karakis I and Herlopian A and Ng MC and Osman G and Sheikh Z and Taraschenko O and Yoo JY and Appavu BL and Arcot Jayagopal L and Kaplan PW and Lee JW and Selioutski O and Haider HA and Halford JJ and Hoch DB and Lam A and Nascimento FA and Pathmanathan J and Schmitt S and De Stefano P and Fisch U and Gijs J and Castro-Lima H and Kong WY and Cervenka MC and Dhakar MB and Fatima S and Gaspard N and Gilmore EJ and Herman ST and Holmes MG and Johnson EL and Muniz CF and Rosenthal ES and Rodriguez Ruiz AA and Sarkis RA and Shafi MM and Swisher CB and Tabaeizadeh M and Benbadis SR and Chan F and Chu CJ and Dolatshahi M and Greenblatt AS and Katyal R and Nwankwo C and Amorim E and Tatum WO and Weber D and Loddenkemper T and Peters JM and Katwa U and Maski K and Thomas RJ and Hong S and Yuan D and Cash SS and Cole AJ and Goldenholz DM and Stow C and Kim JA and Zafar SF and Struck AF and Westover MB and Jing J},
  year = {2026},
  journal = {The Lancet. Digital health},
  doi = {10.1016/j.landig.2026.101039},
  url = {https://doi.org/10.1016/j.landig.2026.101039}
}

RIS

TY  - JOUR
TI  - Toward unified and comprehensive automated electroencephalogram interpretation: a multicentre development and validation of an electroencephalogram foundation model.
AU  - Sun C
AU  - Karakis I
AU  - Herlopian A
AU  - Ng MC
AU  - Osman G
AU  - Sheikh Z
AU  - Taraschenko O
AU  - Yoo JY
AU  - Appavu BL
AU  - Arcot Jayagopal L
AU  - Kaplan PW
AU  - Lee JW
AU  - Selioutski O
AU  - Haider HA
AU  - Halford JJ
AU  - Hoch DB
AU  - Lam A
AU  - Nascimento FA
AU  - Pathmanathan J
AU  - Schmitt S
AU  - De Stefano P
AU  - Fisch U
AU  - Gijs J
AU  - Castro-Lima H
AU  - Kong WY
AU  - Cervenka MC
AU  - Dhakar MB
AU  - Fatima S
AU  - Gaspard N
AU  - Gilmore EJ
AU  - Herman ST
AU  - Holmes MG
AU  - Johnson EL
AU  - Muniz CF
AU  - Rosenthal ES
AU  - Rodriguez Ruiz AA
AU  - Sarkis RA
AU  - Shafi MM
AU  - Swisher CB
AU  - Tabaeizadeh M
AU  - Benbadis SR
AU  - Chan F
AU  - Chu CJ
AU  - Dolatshahi M
AU  - Greenblatt AS
AU  - Katyal R
AU  - Nwankwo C
AU  - Amorim E
AU  - Tatum WO
AU  - Weber D
AU  - Loddenkemper T
AU  - Peters JM
AU  - Katwa U
AU  - Maski K
AU  - Thomas RJ
AU  - Hong S
AU  - Yuan D
AU  - Cash SS
AU  - Cole AJ
AU  - Goldenholz DM
AU  - Stow C
AU  - Kim JA
AU  - Zafar SF
AU  - Struck AF
AU  - Westover MB
AU  - Jing J
PY  - 2026
JO  - The Lancet. Digital health
DO  - 10.1016/j.landig.2026.101039
UR  - https://doi.org/10.1016/j.landig.2026.101039
ER  -

APA

C, S., I, K., A, H., MC, N., G, O., Z, S., O, T., JY, Y., BL, A., L, A. J., PW, K., JW, L., O, S., HA, H., JJ, H., DB, H., A, L., FA, N., J, P., S, S., P, D. S., U, F., J, G., H, C., WY, K., MC, C., MB, D., S, F., N, G., EJ, G., ST, H., MG, H., EL, J., CF, M., ES, R., AA, R. R., RA, S., MM, S., CB, S., M, T., SR, B., F, C., CJ, C., M, D., AS, G., R, K., C, N., E, A., WO, T., D, W., T, L., JM, P., U, K., K, M., RJ, T., S, H., D, Y., SS, C., AJ, C., DM, G., C, S., JA, K., SF, Z., AF, S., MB, W., & J, J. (2026). Toward unified and comprehensive automated electroencephalogram interpretation: a multicentre development and validation of an electroencephalogram foundation model.. The Lancet. Digital health. https://doi.org/10.1016/j.landig.2026.101039

Source records

pubmed · retrieved 2026-09-26T15:56:03.711Z