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Prediction of cardiac differentiation in human induced pluripotent stem cell-derived cardiomyocyte supernatant using surface-enhanced Raman spectroscopy and machine learning.

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Title: Prediction of cardiac differentiation in human induced pluripotent stem cell-derived cardiomyocyte supernatant using surface-enhanced Raman spectroscopy and machine learning.
Authors: Echeverría-Altamar K; Bioengineering Graduate Program, University of Puerto Rico at Mayagüez, Mayagüez, 00680, Puerto Rico., Barreto-Gamarra C; Chemical Engineering Department, University of Puerto Rico at Mayagüez, Mayagüez, 00680, Puerto Rico., Domenech-García M; Bioengineering Graduate Program, University of Puerto Rico at Mayagüez, Mayagüez, 00680, Puerto Rico; Chemical Engineering Department, University of Puerto Rico at Mayagüez, Mayagüez, 00680, Puerto Rico., Resto-Irizarry P; Bioengineering Graduate Program, University of Puerto Rico at Mayagüez, Mayagüez, 00680, Puerto Rico; Mechanical Engineering Department, University of Puerto Rico at Mayagüez, Mayagüez, 00680, Puerto Rico. Electronic address: pedroj.resto@upr.edu.
Source: Biosensors & bioelectronics [Biosens Bioelectron] 2025 Sep 01; Vol. 283, pp. 117528. Date of Electronic Publication: 2025 Apr 29.
Publication Type: Journal Article
Journal Info: Publisher: Elsevier Advanced Technology Country of Publication: England NLM ID: 9001289 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1873-4235 (Electronic) Linking ISSN: 09565663 NLM ISO Abbreviation: Biosens Bioelectron Subsets: MEDLINE
Database: MEDLINE Ultimate
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  Data: <searchLink fieldCode="AU" term="%22Echeverría-Altamar+K%22">Echeverría-Altamar K</searchLink>; Bioengineering Graduate Program, University of Puerto Rico at Mayagüez, Mayagüez, 00680, Puerto Rico.<br /><searchLink fieldCode="AU" term="%22Barreto-Gamarra+C%22">Barreto-Gamarra C</searchLink>; Chemical Engineering Department, University of Puerto Rico at Mayagüez, Mayagüez, 00680, Puerto Rico.<br /><searchLink fieldCode="AU" term="%22Domenech-García+M%22">Domenech-García M</searchLink>; Bioengineering Graduate Program, University of Puerto Rico at Mayagüez, Mayagüez, 00680, Puerto Rico; Chemical Engineering Department, University of Puerto Rico at Mayagüez, Mayagüez, 00680, Puerto Rico.<br /><searchLink fieldCode="AU" term="%22Resto-Irizarry+P%22">Resto-Irizarry P</searchLink>; Bioengineering Graduate Program, University of Puerto Rico at Mayagüez, Mayagüez, 00680, Puerto Rico; Mechanical Engineering Department, University of Puerto Rico at Mayagüez, Mayagüez, 00680, Puerto Rico. Electronic address: pedroj.resto@upr.edu.
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  Data: <searchLink fieldCode="JN" term="%229001289%22">Biosensors & bioelectronics</searchLink> [Biosens Bioelectron] 2025 Sep 01; Vol. 283, pp. 117528. <i>Date of Electronic Publication: </i>2025 Apr 29.
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      – Type: doi
        Value: 10.1016/j.bios.2025.117528
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        Text: English
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              Text: 2025 Sep 01
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