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17 results

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Digital Twins of Acute Hypoxemic Respiratory Failure Patients Suggest a Mechanistic Basis for Success and Failure of Noninvasive Ventilation.
Weaver L, Shamohammadi H, Saffaran S, Tonelli R, Laviola M, Laffey JG, Camporota L, Scott TE, Hardman JG, Clini E, Bates DG. Weaver L, et al. Among authors: saffaran s. Crit Care Med. 2024 Sep 1;52(9):e473-e484. doi: 10.1097/CCM.0000000000006337. Epub 2024 May 29. Crit Care Med. 2024. PMID: 39145711 Free PMC article.
Developing an Artificial Intelligence-Based Representation of a Virtual Patient Model for Real-Time Diagnosis of Acute Respiratory Distress Syndrome.
Barakat CS, Sharafutdinov K, Busch J, Saffaran S, Bates DG, Hardman JG, Schuppert A, Brynjólfsson S, Fritsch S, Riedel M. Barakat CS, et al. Among authors: saffaran s. Diagnostics (Basel). 2023 Jun 17;13(12):2098. doi: 10.3390/diagnostics13122098. Diagnostics (Basel). 2023. PMID: 37370993 Free PMC article.
Computational Simulation of Virtual Patients Reduces Dataset Bias and Improves Machine Learning-Based Detection of ARDS from Noisy Heterogeneous ICU Datasets.
Sharafutdinov K, Fritsch SJ, Iravani M, Ghalati PF, Saffaran S, Bates DG, Hardman JG, Polzin R, Mayer H, Marx G, Bickenbach J, Schuppert A. Sharafutdinov K, et al. Among authors: saffaran s. IEEE Open J Eng Med Biol. 2023 Feb 8;5:611-620. doi: 10.1109/OJEMB.2023.3243190. eCollection 2024. IEEE Open J Eng Med Biol. 2023. PMID: 39184970 Free PMC article.
A computational cardiopulmonary physiology simulator accurately predicts individual patient responses to changes in mechanical ventilator settings.
Mistry S, Brook BS, Saffaran S, Chikhani M, Hannon DM, Laffey JG, Scott TE, Camporota L, Hardman JG, Bates DG. Mistry S, et al. Among authors: saffaran s. Annu Int Conf IEEE Eng Med Biol Soc. 2022 Jul;2022:3261-3264. doi: 10.1109/EMBC48229.2022.9871182. Annu Int Conf IEEE Eng Med Biol Soc. 2022. PMID: 36083938
Application and potential of artificial intelligence in neonatal medicine.
Kwok TC, Henry C, Saffaran S, Meeus M, Bates D, Van Laere D, Boylan G, Boardman JP, Sharkey D. Kwok TC, et al. Among authors: saffaran s. Semin Fetal Neonatal Med. 2022 Oct;27(5):101346. doi: 10.1016/j.siny.2022.101346. Epub 2022 Apr 18. Semin Fetal Neonatal Med. 2022. PMID: 35473694 Free article. Review.
Modeling Mechanical Ventilation In Silico-Potential and Pitfalls.
Hannon DM, Mistry S, Das A, Saffaran S, Laffey JG, Brook BS, Hardman JG, Bates DG. Hannon DM, et al. Among authors: saffaran s. Semin Respir Crit Care Med. 2022 Jun;43(3):335-345. doi: 10.1055/s-0042-1744446. Epub 2022 Apr 21. Semin Respir Crit Care Med. 2022. PMID: 35451046 Review.
17 results