Contrastive Transformer-Driven Discovery of Temporal Hemodynamic Subphenotypes in Cardiac Surgery Patients.

Desman JM, Sabounchi M, Oh W, Kumar G, Shaikh A, Gupta R, Gidwani U, Manasia A, Varghese R, Oropello J, Smith G, Kia A, Timsina P, Kaplan B, Shetreat-Klein A, Glicksberg B, Legrand M, Khanna AK, Kellum JA, Kovatch P, Kohli-Seth R, Charney AW, Reich D, Nadkarni GN, Sakhuja A

Open source

DOI: 10.64898/2026.03.27.26349519
Published: 2026 Mar 30
Container: medRxiv : the preprint server for health sciences
Publisher: Not recorded
Open access: yes

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Cite this work

BibTeX

@article{allodium:10.64898/2026.03.27.26349519,
  title = {Contrastive Transformer-Driven Discovery of Temporal Hemodynamic Subphenotypes in Cardiac Surgery Patients.},
  author = {Desman JM and Sabounchi M and Oh W and Kumar G and Shaikh A and Gupta R and Gidwani U and Manasia A and Varghese R and Oropello J and Smith G and Kia A and Timsina P and Kaplan B and Shetreat-Klein A and Glicksberg B and Legrand M and Khanna AK and Kellum JA and Kovatch P and Kohli-Seth R and Charney AW and Reich D and Nadkarni GN and Sakhuja A},
  year = {2026},
  journal = {medRxiv : the preprint server for health sciences},
  doi = {10.64898/2026.03.27.26349519},
  url = {https://doi.org/10.64898/2026.03.27.26349519}
}

RIS

TY  - JOUR
TI  - Contrastive Transformer-Driven Discovery of Temporal Hemodynamic Subphenotypes in Cardiac Surgery Patients.
AU  - Desman JM
AU  - Sabounchi M
AU  - Oh W
AU  - Kumar G
AU  - Shaikh A
AU  - Gupta R
AU  - Gidwani U
AU  - Manasia A
AU  - Varghese R
AU  - Oropello J
AU  - Smith G
AU  - Kia A
AU  - Timsina P
AU  - Kaplan B
AU  - Shetreat-Klein A
AU  - Glicksberg B
AU  - Legrand M
AU  - Khanna AK
AU  - Kellum JA
AU  - Kovatch P
AU  - Kohli-Seth R
AU  - Charney AW
AU  - Reich D
AU  - Nadkarni GN
AU  - Sakhuja A
PY  - 2026
JO  - medRxiv : the preprint server for health sciences
DO  - 10.64898/2026.03.27.26349519
UR  - https://doi.org/10.64898/2026.03.27.26349519
ER  -

APA

JM, D., M, S., W, O., G, K., A, S., R, G., U, G., A, M., R, V., J, O., G, S., A, K., P, T., B, K., A, S., B, G., M, L., AK, K., JA, K., P, K., R, K., AW, C., D, R., GN, N., & A, S. (2026). Contrastive Transformer-Driven Discovery of Temporal Hemodynamic Subphenotypes in Cardiac Surgery Patients.. medRxiv : the preprint server for health sciences. https://doi.org/10.64898/2026.03.27.26349519

Source records

pubmed · retrieved 2026-09-26T05:44:31.309Z