A lifecycle governance and learning health system framework for trustworthy, generalizable, and sustainable human-ai partnership in clinical practice: Lessons from the asthma-guidance and prediction system (A-GPS).

Wi CI, Overgaard S, Malik M, Watson D, Sharma D, Le-Rademacher J, Kelleher D, Zheng L, Ohde J, Lynch B, Khurana A, Sohn S, AlJuhani MM, Carpenter C, Arteta M, Greenwood J, Hartz M, Foss R, Polat E, Absah I, Davis C, Gupta M, Myers L, Nordlund B, Tao C, Wieland ML, Patten C, Jones A, Varkey P, Loufek BT, Vidal DE, Gopala N, Klee E, Shah VH, Halamka JD, Callstrom MR, Rider NL, Liu H, Aliferis C, D Garovic V, J Juhn Y

Open source

DOI
10.1016/j.jnma.2026.04.001
Published
2026 Aug
Container
Journal of the National Medical Association
Publisher
Not recorded
Open access
yes

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BibTeX

@article{allodium:10.1016/j.jnma.2026.04.001,
  title = {A lifecycle governance and learning health system framework for trustworthy, generalizable, and sustainable human-ai partnership in clinical practice: Lessons from the asthma-guidance and prediction system (A-GPS).},
  author = {Wi CI and Overgaard S and Malik M and Watson D and Sharma D and Le-Rademacher J and Kelleher D and Zheng L and Ohde J and Lynch B and Khurana A and Sohn S and AlJuhani MM and Carpenter C and Arteta M and Greenwood J and Hartz M and Foss R and Polat E and Absah I and Davis C and Gupta M and Myers L and Nordlund B and Tao C and Wieland ML and Patten C and Jones A and Varkey P and Loufek BT and Vidal DE and Gopala N and Klee E and Shah VH and Halamka JD and Callstrom MR and Rider NL and Liu H and Aliferis C and D Garovic V and J Juhn Y},
  year = {2026},
  journal = {Journal of the National Medical Association},
  doi = {10.1016/j.jnma.2026.04.001},
  url = {https://doi.org/10.1016/j.jnma.2026.04.001}
}

RIS

TY  - JOUR
TI  - A lifecycle governance and learning health system framework for trustworthy, generalizable, and sustainable human-ai partnership in clinical practice: Lessons from the asthma-guidance and prediction system (A-GPS).
AU  - Wi CI
AU  - Overgaard S
AU  - Malik M
AU  - Watson D
AU  - Sharma D
AU  - Le-Rademacher J
AU  - Kelleher D
AU  - Zheng L
AU  - Ohde J
AU  - Lynch B
AU  - Khurana A
AU  - Sohn S
AU  - AlJuhani MM
AU  - Carpenter C
AU  - Arteta M
AU  - Greenwood J
AU  - Hartz M
AU  - Foss R
AU  - Polat E
AU  - Absah I
AU  - Davis C
AU  - Gupta M
AU  - Myers L
AU  - Nordlund B
AU  - Tao C
AU  - Wieland ML
AU  - Patten C
AU  - Jones A
AU  - Varkey P
AU  - Loufek BT
AU  - Vidal DE
AU  - Gopala N
AU  - Klee E
AU  - Shah VH
AU  - Halamka JD
AU  - Callstrom MR
AU  - Rider NL
AU  - Liu H
AU  - Aliferis C
AU  - D Garovic V
AU  - J Juhn Y
PY  - 2026
JO  - Journal of the National Medical Association
DO  - 10.1016/j.jnma.2026.04.001
UR  - https://doi.org/10.1016/j.jnma.2026.04.001
ER  -

APA

CI, W., S, O., M, M., D, W., D, S., J, L., D, K., L, Z., J, O., B, L., A, K., S, S., MM, A., C, C., M, A., J, G., M, H., R, F., E, P., I, A., C, D., M, G., L, M., B, N., C, T., ML, W., C, P., A, J., P, V., BT, L., DE, V., N, G., E, K., VH, S., JD, H., MR, C., NL, R., H, L., C, A., V, D. G., & Y, J. J. (2026). A lifecycle governance and learning health system framework for trustworthy, generalizable, and sustainable human-ai partnership in clinical practice: Lessons from the asthma-guidance and prediction system (A-GPS).. Journal of the National Medical Association. https://doi.org/10.1016/j.jnma.2026.04.001

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