Development and External Validation of Machine Learning Models for Ionized Calcium Estimation in Hypoalbuminemia

Levent Deniz, Tugay Solar, Ipek Deveci Kocakoc, Berrin Bercik Inal, Okan Dikker, Cengiz Aydin

Open source

DOI
10.3390/diagnostics16203381
Published
2026-10-17
Container
Diagnostics
Publisher
MDPI AG
Open access
unknown

Credibility signals

uncertain Score 64/100 under policy 1.0.0. This is a metadata assessment, not a judgment of the paper's conclusions.

Show all credibility signals

Cite this work

BibTeX

@article{allodium:10.3390/diagnostics16203381,
  title = {Development and External Validation of Machine Learning Models for Ionized Calcium Estimation in Hypoalbuminemia},
  author = {Levent Deniz and Tugay Solar and Ipek Deveci Kocakoc and Berrin Bercik Inal and Okan Dikker and Cengiz Aydin},
  year = {2026},
  journal = {Diagnostics},
  doi = {10.3390/diagnostics16203381},
  url = {https://doi.org/10.3390/diagnostics16203381}
}

RIS

TY  - JOUR
TI  - Development and External Validation of Machine Learning Models for Ionized Calcium Estimation in Hypoalbuminemia
AU  - Levent Deniz
AU  - Tugay Solar
AU  - Ipek Deveci Kocakoc
AU  - Berrin Bercik Inal
AU  - Okan Dikker
AU  - Cengiz Aydin
PY  - 2026
JO  - Diagnostics
DO  - 10.3390/diagnostics16203381
UR  - https://doi.org/10.3390/diagnostics16203381
ER  - 

APA

Deniz, L., Solar, T., Kocakoc, I. D., Inal, B. B., Dikker, O., & Aydin, C. (2026). Development and External Validation of Machine Learning Models for Ionized Calcium Estimation in Hypoalbuminemia. Diagnostics. https://doi.org/10.3390/diagnostics16203381

Source records