Predictive modeling of hemoglobin refractive index using Gaussian process regression with interpretability through partial dependence plots
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| Format: | Article |
| Language: | English |
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Public Library of Science (PLoS)
2025-01-01
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| Series: | PLoS ONE |
| Online Access: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12124567/?tool=EBI |
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| _version_ | 1850236612917592064 |
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| author | Mustfa Faisal Alkhanani |
| author_facet | Mustfa Faisal Alkhanani |
| author_sort | Mustfa Faisal Alkhanani |
| collection | DOAJ |
| format | Article |
| id | doaj-art-a0af6a0ca6af496faaf73e5220002fa4 |
| institution | OA Journals |
| issn | 1932-6203 |
| language | English |
| publishDate | 2025-01-01 |
| publisher | Public Library of Science (PLoS) |
| record_format | Article |
| series | PLoS ONE |
| spelling | doaj-art-a0af6a0ca6af496faaf73e5220002fa42025-08-20T02:01:55ZengPublic Library of Science (PLoS)PLoS ONE1932-62032025-01-01205Predictive modeling of hemoglobin refractive index using Gaussian process regression with interpretability through partial dependence plotsMustfa Faisal Alkhananihttps://www.ncbi.nlm.nih.gov/pmc/articles/PMC12124567/?tool=EBI |
| spellingShingle | Mustfa Faisal Alkhanani Predictive modeling of hemoglobin refractive index using Gaussian process regression with interpretability through partial dependence plots PLoS ONE |
| title | Predictive modeling of hemoglobin refractive index using Gaussian process regression with interpretability through partial dependence plots |
| title_full | Predictive modeling of hemoglobin refractive index using Gaussian process regression with interpretability through partial dependence plots |
| title_fullStr | Predictive modeling of hemoglobin refractive index using Gaussian process regression with interpretability through partial dependence plots |
| title_full_unstemmed | Predictive modeling of hemoglobin refractive index using Gaussian process regression with interpretability through partial dependence plots |
| title_short | Predictive modeling of hemoglobin refractive index using Gaussian process regression with interpretability through partial dependence plots |
| title_sort | predictive modeling of hemoglobin refractive index using gaussian process regression with interpretability through partial dependence plots |
| url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12124567/?tool=EBI |
| work_keys_str_mv | AT mustfafaisalalkhanani predictivemodelingofhemoglobinrefractiveindexusinggaussianprocessregressionwithinterpretabilitythroughpartialdependenceplots |