VAE-MOTION: A deep generative model for cardiomyocyte contractility analysis for improving drug efficacy evaluation

Giorgia Curci, Paola Casti, Luca Sala, Marcella Brescia, Pasquale Cascarano, Michele D'Orazio, Joanna Filippi, Gianni Antonelli, Arianna Mencattini, Massimo Mastrangeli, Berend J. van Meer, Eugenio Martinelli. VAE-MOTION: A deep generative model for cardiomyocyte contractility analysis for improving drug efficacy evaluation. Expert Syst. Appl., 299:130302, 2026. [doi]

@article{CurciCSBCDFAMMMM26,
  title = {VAE-MOTION: A deep generative model for cardiomyocyte contractility analysis for improving drug efficacy evaluation},
  author = {Giorgia Curci and Paola Casti and Luca Sala and Marcella Brescia and Pasquale Cascarano and Michele D'Orazio and Joanna Filippi and Gianni Antonelli and Arianna Mencattini and Massimo Mastrangeli and Berend J. van Meer and Eugenio Martinelli},
  year = {2026},
  doi = {10.1016/j.eswa.2025.130302},
  url = {https://doi.org/10.1016/j.eswa.2025.130302},
  researchr = {https://researchr.org/publication/CurciCSBCDFAMMMM26},
  cites = {0},
  citedby = {0},
  journal = {Expert Syst. Appl.},
  volume = {299},
  pages = {130302},
}