Department
Biomedical InformaticsPublications
- Briggs JK, Stroh JN, Foreman B, Park S, Bennett TD, Albers DJ. Personalizing the Pressure Reactivity Index for Quantifying Cerebral Autoregulation in Neurocritical Care. IEEE Transactions on Biomedical Engineering. 2025. PMID: 40372858
- Stroh JN, Sottile PD, Wang Y, Smith BJ, Bennett TD, Moss M, Albers DJ. Empirical phenotyping of joint patient-care data supports hypothesis-driven investigation of mechanical ventilation consequences. Scientific Reports. 2025 (accepted; to appear) preprint at https://doi.org/10.1101/2023.12.14.23299978
- Briggs JK, Stroh JN, Park S, Foreman B, Tymko M, Carr J, Sirlanci M, Ainslie P, Benninger RKP, Bennett TD, Albers DJ. Physics-Informed Digital Twin Can Predict Cerebral Blood Flow and Cerebral Vascular Regulation Mechanisms in Neurocritical Care Patients. preprint 2025. https://doi.org/10.1101/2025.05.22.655581
- Albers DJ, Bennett TD, de Wiljes J, Smith BJ, Sottile PD, Stroh JN. Navigating the consequences of mechanical ventilation in clinical intensive care settings through an evolutionary game-theoretic framework. 2025 preprint https://doi.org/10.48550/arXiv.2510.15127
- Sottile PD, Smith B, Stroh JN, Albers DJ, Moss M. Flow-Limited and Reverse-Triggered Ventilator Dyssynchrony Are Associated With Increased Tidal and Dynamic Transpulmonary Pressure. Crit Care Med. 2024. PubMed PMID: 38214566
- Sirlanci M, Hripcsak G, Low Wang CC, Stroh JN, Wang Y, Bennett TD, Stuart AM, Albers DJ. A Stochastic Model-Based Control Methodology for Glycemic Management in the Intensive Care Unit. Frontiers in Medical Engineering. 2024. https://doi.org/10.3389/fmede.2024.1419786
- Stroh JN, Foreman B, Bennett TD, Briggs JK, Park S, Albers DJ. Intracranial pressure-flow relationships in traumatic brain injury patients expose gaps in the tenets of models and pressure-oriented management. Frontiers in Physiology. 2024. https://doi.org/10.3389/fphys.2024.1381127
- Wang Y, Stroh JN, Hripcsak G, Low Wang CC, Bennett TD, Wrobel J, Der Nigoghossian C, Mueller SW, Claassen J, Albers DJ. A methodology of phenotyping ICU patients from EHR data: High-fidelity, personalized, and interpretable phenotypes estimation. J Biomed Inform. 2023 Dec;148:104547. PubMed PMID: 37984547 https://doi.org/10.1016/j.jbi.2023.104547
- Stroh JN, Smith BJ, Sottile PD, Hripcsak G, Albers DJ. Hypothesis-driven modeling of the human lung-ventilator system: A characterization tool for Acute Respiratory Distress Syndrome research. J Biomed Inform. 2023 Jan;137:104275. PubMed PMID: 36572279
- Stroh JN, Bennett TD, Kheyfets V, Albers D. Clinical Decision Support for Traumatic Brain Injury: Identifying a Framework for Practical Model-Based Intracranial Pressure Estimation at Multihour Timescales. JMIR Med Inform. 2021 Mar 22;9(3):e23215. PubMed PMID: 33749613
- Sottile PD, Albers D, DeWitt PE, Russell S, Stroh JN, Kao DP, Adrian B, Levine ME, Mooney R, Larchick L, Kutner JS, Wynia MK, Glasheen JJ, Bennett TD. Real-time electronic health record mortality prediction during the COVID-19 pandemic: a prospective cohort study. J Am Med Inform Assoc. 2021 Oct 12;28(11):2354-2365. PubMed PMID: 33973011
- Stroh JN, Albers DJ, Bennett TD. Personalization and Pragmatism: Pediatric Intracranial Pressure and Cerebral Perfusion Pressure Treatment Thresholds. Pediatr Crit Care Med. 2021 Feb 1;22(2):213-216. PubMed PMID: 33528196
Professional Memberships
- Society of Industrial and Applied Mathematics, member