Hierarchy-Aware AI Nuclear Phenotyping in Human iPSC-Derived Cardiomyocytes: A Preclinical Framework for Imaging Biomarker Development

Md Abu Sufian, Nadeem Qazi, Prashant Ruchaya, Nabeela Berardinelli, Mustansar Ali Ghazanfar, Dipa Baral

Open source

DOI
10.3390/life16101627
Published
2026-09-29
Container
Life
Publisher
MDPI AG
Open access
unknown

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BibTeX

@article{allodium:10.3390/life16101627,
  title = {Hierarchy-Aware AI Nuclear Phenotyping in Human iPSC-Derived Cardiomyocytes: A Preclinical Framework for Imaging Biomarker Development},
  author = {Md Abu Sufian and Nadeem Qazi and Prashant Ruchaya and Nabeela Berardinelli and Mustansar Ali Ghazanfar and Dipa Baral},
  year = {2026},
  journal = {Life},
  doi = {10.3390/life16101627},
  url = {https://doi.org/10.3390/life16101627}
}

RIS

TY  - JOUR
TI  - Hierarchy-Aware AI Nuclear Phenotyping in Human iPSC-Derived Cardiomyocytes: A Preclinical Framework for Imaging Biomarker Development
AU  - Md Abu Sufian
AU  - Nadeem Qazi
AU  - Prashant Ruchaya
AU  - Nabeela Berardinelli
AU  - Mustansar Ali Ghazanfar
AU  - Dipa Baral
PY  - 2026
JO  - Life
DO  - 10.3390/life16101627
UR  - https://doi.org/10.3390/life16101627
ER  - 

APA

Sufian, M. A., Qazi, N., Ruchaya, P., Berardinelli, N., Ghazanfar, M. A., & Baral, D. (2026). Hierarchy-Aware AI Nuclear Phenotyping in Human iPSC-Derived Cardiomyocytes: A Preclinical Framework for Imaging Biomarker Development. Life. https://doi.org/10.3390/life16101627

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