Time-dependent long short-term memory neural cox regression in 2,690 patients with myeloid neoplasias treated with diverse therapies identifies bone marrow related information to be less important than expected in the context of other available clinical parameters: Insights from the AML-001 trial (NCT01074047) and the austrian myeloid registry (NCT04438889) of the AGMT study group

L Pleyer; X Zhang; M Drost; J Oberlechner; H Angermann; M Pfeilstöcker; V Petzer; S Heibl; Jennifer Monika Neiss; M Girschikofsky; M Stampfl-Mattersberger; A Pichler; B Hartmann; G Aschauer; C Schmitt; S Vallet; S Boros; P Pichler; A Hammerl-Steiner; J Andel; DLD Menezes; T Prebet; A Zeidan; N Zaborsky; R Greil; T Melchardt; L Gaugler; J Hasenauer; M Vaisband

doi:10.1182/blood-2025-48

Time-dependent long short-term memory neural cox regression in 2,690 patients with myeloid neoplasias treated with diverse therapies identifies bone marrow related information to be less important than expected in the context of other available clinical parameters: Insights from the AML-001 trial (NCT01074047) and the austrian myeloid registry (NCT04438889) of the AGMT study group

L Pleyer
, X Zhang
, M Drost
, J Oberlechner
, H Angermann
, M Pfeilstöcker
, V Petzer
, S Heibl
, Jennifer Monika Neiss
, M Girschikofsky
, M Stampfl-Mattersberger
, A Pichler
, B Hartmann
, G Aschauer
, C Schmitt
, S Vallet
, S Boros
, P Pichler
, A Hammerl-Steiner
, J Andel

DLD Menezes, T Prebet, A Zeidan, N Zaborsky, R Greil, T Melchardt, L Gaugler, J Hasenauer, M Vaisband

Klinische Abteilung für Hämatologie

Publikation: Beitrag in Fachzeitschrift › Konferenzabstract

Originalsprache	Englisch
Fachzeitschrift	Blood
DOIs	https://doi.org/10.1182/blood-2025-48
Publikationsstatus	Veröffentlicht - 2025
Veranstaltung	67th Annual Meeting of the American-Society-of-Hematology (ASH) - Orlando, USA/Vereinigte Staaten Dauer: 6 Dez. 2025 → 9 Dez. 2025

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10.1182/blood-2025-48

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Web of Science

Time-dependent long short-term memory neural cox regression in 2,690 patients with myeloid neoplasias treated with diverse therapies identifies bone marrow related information to be less important than expected in the context of other available clinical parameters: Insights from the AML-001 trial (NCT01074047) and the austrian myeloid registry (NCT04438889) of the AGMT study group
Pleyer, L. (Autor*in), Zhang, X. (Autor*in), Drost, M. (Autor*in), Oberlechner, J. (Autor*in), Angermann, H. (Autor*in), Pfeilstöcker, M. (Autor*in), Petzer, V. (Autor*in), Heibl, S. (Autor*in), Neiss, J. M. (Autor*in), Girschikofsky, M. (Autor*in), Stampfl-Mattersberger, M. (Autor*in), Pichler, P. (Autor*in), Hartmann, B. (Autor*in), Aschauer, G. (Autor*in), Schmitt, C. (Autor*in), Vallet, S. (Autor*in), Boros, S. (Autor*in), Hammerl-Steiner, A. (Autor*in), Andel, J. (Autor*in), Menezes, D. (Autor*in), Prebet, T. (Autor*in), Zeidan, A. (Autor*in), Zaborsky, N. (Autor*in), Greil, R. (Autor*in), Melchardt, T. (Autor*in), Gaugler, L. (Autor*in), Hasenauer, J. (Autor*in) & Vaisband, M. (Autor*in)
2025
Aktivität: Vortrag oder Poster › Poster

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Pleyer, L., Zhang, X., Drost, M., Oberlechner, J., Angermann, H., Pfeilstöcker, M., Petzer, V., Heibl, S., Neiss, J. M., Girschikofsky, M., Stampfl-Mattersberger, M., Pichler, A., Hartmann, B., Aschauer, G., Schmitt, C., Vallet, S., Boros, S., Pichler, P., Hammerl-Steiner, A., ... Vaisband, M. (2025). Time-dependent long short-term memory neural cox regression in 2,690 patients with myeloid neoplasias treated with diverse therapies identifies bone marrow related information to be less important than expected in the context of other available clinical parameters: Insights from the AML-001 trial (NCT01074047) and the austrian myeloid registry (NCT04438889) of the AGMT study group. Blood. https://doi.org/10.1182/blood-2025-48

Pleyer, L ; Zhang, X ; Drost, M et al. / Time-dependent long short-term memory neural cox regression in 2,690 patients with myeloid neoplasias treated with diverse therapies identifies bone marrow related information to be less important than expected in the context of other available clinical parameters: Insights from the AML-001 trial (NCT01074047) and the austrian myeloid registry (NCT04438889) of the AGMT study group. in: Blood. 2025.

@article{07ac413379104bada55fc442590177e2,

title = "Time-dependent long short-term memory neural cox regression in 2,690 patients with myeloid neoplasias treated with diverse therapies identifies bone marrow related information to be less important than expected in the context of other available clinical parameters: Insights from the AML-001 trial (NCT01074047) and the austrian myeloid registry (NCT04438889) of the AGMT study group",

author = "L Pleyer and X Zhang and M Drost and J Oberlechner and H Angermann and M Pfeilst{\"o}cker and V Petzer and S Heibl and Neiss, \{Jennifer Monika\} and M Girschikofsky and M Stampfl-Mattersberger and A Pichler and B Hartmann and G Aschauer and C Schmitt and S Vallet and S Boros and P Pichler and A Hammerl-Steiner and J Andel and DLD Menezes and T Prebet and A Zeidan and N Zaborsky and R Greil and T Melchardt and L Gaugler and J Hasenauer and M Vaisband",

year = "2025",

doi = "10.1182/blood-2025-48",

language = "English",

journal = "Blood",

issn = "0006-4971",

publisher = "Elsevier B.V.",

note = "67th Annual Meeting of the American-Society-of-Hematology (ASH) ; Conference date: 06-12-2025 Through 09-12-2025",

}

Pleyer, L, Zhang, X, Drost, M, Oberlechner, J, Angermann, H, Pfeilstöcker, M, Petzer, V, Heibl, S, Neiss, JM, Girschikofsky, M, Stampfl-Mattersberger, M, Pichler, A, Hartmann, B, Aschauer, G, Schmitt, C, Vallet, S, Boros, S, Pichler, P, Hammerl-Steiner, A, Andel, J, Menezes, DLD, Prebet, T, Zeidan, A, Zaborsky, N, Greil, R, Melchardt, T, Gaugler, L, Hasenauer, J & Vaisband, M 2025, 'Time-dependent long short-term memory neural cox regression in 2,690 patients with myeloid neoplasias treated with diverse therapies identifies bone marrow related information to be less important than expected in the context of other available clinical parameters: Insights from the AML-001 trial (NCT01074047) and the austrian myeloid registry (NCT04438889) of the AGMT study group', Blood. https://doi.org/10.1182/blood-2025-48

Time-dependent long short-term memory neural cox regression in 2,690 patients with myeloid neoplasias treated with diverse therapies identifies bone marrow related information to be less important than expected in the context of other available clinical parameters: Insights from the AML-001 trial (NCT01074047) and the austrian myeloid registry (NCT04438889) of the AGMT study group. / Pleyer, L; Zhang, X; Drost, M et al.
in: Blood, 2025.

Publikation: Beitrag in Fachzeitschrift › Konferenzabstract

TY - JOUR

T1 - Time-dependent long short-term memory neural cox regression in 2,690 patients with myeloid neoplasias treated with diverse therapies identifies bone marrow related information to be less important than expected in the context of other available clinical parameters: Insights from the AML-001 trial (NCT01074047) and the austrian myeloid registry (NCT04438889) of the AGMT study group

AU - Pleyer, L

AU - Zhang, X

AU - Drost, M

AU - Oberlechner, J

AU - Angermann, H

AU - Pfeilstöcker, M

AU - Petzer, V

AU - Heibl, S

AU - Neiss, Jennifer Monika

AU - Girschikofsky, M

AU - Stampfl-Mattersberger, M

AU - Pichler, A

AU - Hartmann, B

AU - Aschauer, G

AU - Schmitt, C

AU - Vallet, S

AU - Boros, S

AU - Pichler, P

AU - Hammerl-Steiner, A

AU - Andel, J

AU - Menezes, DLD

AU - Prebet, T

AU - Zeidan, A

AU - Zaborsky, N

AU - Greil, R

AU - Melchardt, T

AU - Gaugler, L

AU - Hasenauer, J

AU - Vaisband, M

PY - 2025

Y1 - 2025

UR - https://www.webofscience.com/wos/woscc/full-record/WOS:1659295500048

U2 - 10.1182/blood-2025-48

DO - 10.1182/blood-2025-48

M3 - Conference abstract

SN - 0006-4971

JO - Blood

JF - Blood

T2 - 67th Annual Meeting of the American-Society-of-Hematology (ASH)

Y2 - 6 December 2025 through 9 December 2025

ER -

Pleyer L, Zhang X, Drost M, Oberlechner J, Angermann H, Pfeilstöcker M et al. Time-dependent long short-term memory neural cox regression in 2,690 patients with myeloid neoplasias treated with diverse therapies identifies bone marrow related information to be less important than expected in the context of other available clinical parameters: Insights from the AML-001 trial (NCT01074047) and the austrian myeloid registry (NCT04438889) of the AGMT study group. Blood. 2025. doi: 10.1182/blood-2025-48

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