Smart Cardiac ICU: Digital Integration, Predictive Analytics, and Perioperative Inflammation
Leonard Azamfirei, Mihaly Veres, Sanziana Bora, Mirela Cecilia Oiaga, Mihaela Butiulca, Alexandra Elena Lazar, Janos Szederjesi, Bianca Liana Grigorescu · 2026
Read Smart Cardiac ICU: Digital Integration, Predictive Analytics, and Perioperative Inflammation by Leonard Azamfirei, Mihaly Veres, Sanziana Bora, Mirela Cecilia Oiaga, Mihaela Butiulca, Alexandra Elena Lazar, Janos Szederjesi, Bianca Liana Grigorescu (2026) in the Tower of Babel, a free online library of public-domain works preserved in clean, searchable text. No sign-up. The full text is served as a plain-text file at a predictable URL, where text is present: https://antarctic-labs.com/tower-of-babel/pmc-13509940.txt.
Description
Leonard Azamfirei and co-authors review the idea of a smart cardiac intensive care unit, in a review paper from 2026. Modern intensive care units gather huge flows of data from labs, monitors, and support machines. When systems do not share data well, staff face overload, alarm fatigue, and slow choices.
A smart unit links devices, records, and artificial intelligence into one system that can flag risk early. The review lays out how such a unit is built, from data capture to storage and analysis, and how it differs from remote care units. In heart surgery care, linked data could spot early signs of weak heart output and other problems. The authors note that proof of real benefit still needs large trials across many centers.
Catalog record
| CREATOR | Leonard Azamfirei, Mihaly Veres, Sanziana Bora, Mirela Cecilia Oiaga, Mihaela Butiulca, Alexandra Elena Lazar, Janos Szederjesi, Bianca Liana Grigorescu |
|---|---|
| YEAR | 2026 |
| COLLECTION | PAPERS |
| FORMAT | TXT |
| FILE SIZE | 46 KB |
| VERSION | 1.0 |
| LICENSE | CC BY 4.0 |
| RIGHTS | CC BY |
| SOURCE | Europe PMC |