An annotated human blastocyst dataset to benchmark deep learning architectures for in vitro fertilization

Florian Kromp; Raphael Wagner; Basak Balaban; Veronique Cottin; Irene Cuevas Saiz; Clara Schachner; Peter Fancsovits; Mohamed Fawzy; Lukas Fischer; Necati Findikli; Borut Kovacic; Dejan Ljiljak; Iris Martinez Rodero; Lodovico Parmegiani; Omar Shebl; Min Xie; Thomas Ebner

doi:10.1038/s41597-023-02182-3

An annotated human blastocyst dataset to benchmark deep learning architectures for in vitro fertilization

Florian Kromp
, Raphael Wagner
, Basak Balaban
, Veronique Cottin
, Irene Cuevas Saiz
, Clara Schachner
, Peter Fancsovits
, Mohamed Fawzy
, Lukas Fischer
, Necati Findikli
, Borut Kovacic
, Dejan Ljiljak
, Iris Martinez Rodero
, Lodovico Parmegiani
, Omar Shebl
, Min Xie
, Thomas Ebner

Department of Gynecology, Obstetrics and Gynecological Endocrinology

Research output: Contribution to journal › Article › peer-review

Original language	English
Article number	271
Number of pages	8
Journal	Scientific Data
Volume	10
Issue number	1
DOIs	https://doi.org/10.1038/s41597-023-02182-3
Publication status	Published - 11 May 2023

Fields of science

302014 Endocrinology
302017 Obstetrics
302022 Gynaecology

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10.1038/s41597-023-02182-3

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Kromp, F., Wagner, R., Balaban, B., Cottin, V., Cuevas Saiz, I., Schachner, C., Fancsovits, P., Fawzy, M., Fischer, L., Findikli, N., Kovacic, B., Ljiljak, D., Martinez Rodero, I., Parmegiani, L., Shebl, O., Xie, M., & Ebner, T. (2023). An annotated human blastocyst dataset to benchmark deep learning architectures for in vitro fertilization. Scientific Data, 10(1), Article 271. https://doi.org/10.1038/s41597-023-02182-3

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author = "Florian Kromp and Raphael Wagner and Basak Balaban and Veronique Cottin and \{Cuevas Saiz\}, Irene and Clara Schachner and Peter Fancsovits and Mohamed Fawzy and Lukas Fischer and Necati Findikli and Borut Kovacic and Dejan Ljiljak and \{Martinez Rodero\}, Iris and Lodovico Parmegiani and Omar Shebl and Min Xie and Thomas Ebner",

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Kromp, F, Wagner, R, Balaban, B, Cottin, V, Cuevas Saiz, I, Schachner, C, Fancsovits, P, Fawzy, M, Fischer, L, Findikli, N, Kovacic, B, Ljiljak, D, Martinez Rodero, I, Parmegiani, L, Shebl, O, Xie, M & Ebner, T 2023, 'An annotated human blastocyst dataset to benchmark deep learning architectures for in vitro fertilization', Scientific Data, vol. 10, no. 1, 271. https://doi.org/10.1038/s41597-023-02182-3

TY - JOUR

T1 - An annotated human blastocyst dataset to benchmark deep learning architectures for in vitro fertilization

AU - Kromp, Florian

AU - Wagner, Raphael

AU - Balaban, Basak

AU - Cottin, Veronique

AU - Cuevas Saiz, Irene

AU - Schachner, Clara

AU - Fancsovits, Peter

AU - Fawzy, Mohamed

AU - Fischer, Lukas

AU - Findikli, Necati

AU - Kovacic, Borut

AU - Ljiljak, Dejan

AU - Martinez Rodero, Iris

AU - Parmegiani, Lodovico

AU - Shebl, Omar

AU - Xie, Min

AU - Ebner, Thomas

PY - 2023/5/11

Y1 - 2023/5/11

UR - https://www.scopus.com/pages/publications/85159192440

U2 - 10.1038/s41597-023-02182-3

DO - 10.1038/s41597-023-02182-3

M3 - Article

C2 - 37169791

VL - 10

JO - Scientific Data

JF - Scientific Data

IS - 1

M1 - 271

ER -

An annotated human blastocyst dataset to benchmark deep learning architectures for in vitro fertilization

Fields of science

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