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For: Vodovotz Y, An G, Androulakis IP. A Systems Engineering Perspective on Homeostasis and Disease. Front Bioeng Biotechnol 2013;1:6. [PMID: 25022216 PMCID: PMC4090890 DOI: 10.3389/fbioe.2013.00006] [Citation(s) in RCA: 20] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/21/2013] [Accepted: 08/16/2013] [Indexed: 01/06/2023]  Open
Number Cited by Other Article(s)
1
Li Y, Lu L, Androulakis IP. The Physiological and Pharmacological Significance of the Circadian Timing of the HPA Axis: A Mathematical Modeling Approach. J Pharm Sci 2024;113:33-46. [PMID: 37597751 PMCID: PMC10840710 DOI: 10.1016/j.xphs.2023.08.005] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/13/2023] [Revised: 08/02/2023] [Accepted: 08/02/2023] [Indexed: 08/21/2023]
2
Ilan Y. Constrained disorder principle-based variability is fundamental for biological processes: Beyond biological relativity and physiological regulatory networks. PROGRESS IN BIOPHYSICS AND MOLECULAR BIOLOGY 2023;180-181:37-48. [PMID: 37068713 DOI: 10.1016/j.pbiomolbio.2023.04.003] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/27/2023] [Revised: 03/26/2023] [Accepted: 04/14/2023] [Indexed: 04/19/2023]
3
Feketa P, Birkoben T, Noll M, Schaum A, Meurer T, Kohlstedt H. Artificial homeostatic temperature regulation via bio-inspired feedback mechanisms. Sci Rep 2023;13:5003. [PMID: 36973355 PMCID: PMC10043278 DOI: 10.1038/s41598-023-31963-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/10/2022] [Accepted: 03/20/2023] [Indexed: 03/29/2023]  Open
4
Liao Y, Davies NA, Bogle IDL. A process systems Engineering approach to analysis of fructose consumption in the liver system and consequences for Non-Alcoholic fatty liver disease. Chem Eng Sci 2022. [DOI: 10.1016/j.ces.2022.118131] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
5
Androulakis IP. Towards a comprehensive assessment of QSP models: what would it take? J Pharmacokinet Pharmacodyn 2022:10.1007/s10928-022-09820-0. [PMID: 35962928 PMCID: PMC9922790 DOI: 10.1007/s10928-022-09820-0] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/06/2022] [Accepted: 07/15/2022] [Indexed: 10/15/2022]
6
Androulakis IP. Teaching computational systems biology with an eye on quantitative systems pharmacology at the undergraduate level: Why do it, who would take it, and what should we teach? FRONTIERS IN SYSTEMS BIOLOGY 2022;2:1044281. [PMID: 36866242 PMCID: PMC9977321 DOI: 10.3389/fsysb.2022.1044281] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Indexed: 11/27/2022]
7
Deep dynamic imputation of clinical time series for mortality prediction. Inf Sci (N Y) 2021. [DOI: 10.1016/j.ins.2021.08.016] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/19/2022]
8
Liu D, Wu YL, Li X, Qi L. Medi-Care AI: Predicting medications from billing codes via robust recurrent neural networks. Neural Netw 2020;124:109-116. [PMID: 31991306 DOI: 10.1016/j.neunet.2020.01.001] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/01/2019] [Revised: 11/04/2019] [Accepted: 01/01/2020] [Indexed: 11/29/2022]
9
Trachana K, Bargaje R, Glusman G, Price ND, Huang S, Hood LE. Taking Systems Medicine to Heart. Circ Res 2019;122:1276-1289. [PMID: 29700072 DOI: 10.1161/circresaha.117.310999] [Citation(s) in RCA: 27] [Impact Index Per Article: 5.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/22/2023]
10
Androulakis IP. The quest for digital health: From diseases to patients. Comput Chem Eng 2019. [DOI: 10.1016/j.compchemeng.2019.05.030] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/26/2022]
11
Kaspar RE, Cook CN, Breed MD. Experienced individuals influence the thermoregulatory fanning behaviour in honey bee colonies. Anim Behav 2018. [DOI: 10.1016/j.anbehav.2018.06.004] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/24/2023]
12
Che Z, Purushotham S, Cho K, Sontag D, Liu Y. Recurrent Neural Networks for Multivariate Time Series with Missing Values. Sci Rep 2018;8:6085. [PMID: 29666385 PMCID: PMC5904216 DOI: 10.1038/s41598-018-24271-9] [Citation(s) in RCA: 343] [Impact Index Per Article: 57.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/01/2017] [Accepted: 03/26/2018] [Indexed: 11/08/2022]  Open
13
Rao RT, Scherholz ML, Hartmanshenn C, Bae SA, Androulakis IP. On the analysis of complex biological supply chains: From Process Systems Engineering to Quantitative Systems Pharmacology. Comput Chem Eng 2017;107:100-110. [PMID: 29353945 DOI: 10.1016/j.compchemeng.2017.06.003] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/06/2023]
14
Anderson WD, DeCicco D, Schwaber JS, Vadigepalli R. A data-driven modeling approach to identify disease-specific multi-organ networks driving physiological dysregulation. PLoS Comput Biol 2017;13:e1005627. [PMID: 28732007 PMCID: PMC5521738 DOI: 10.1371/journal.pcbi.1005627] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/02/2017] [Accepted: 06/14/2017] [Indexed: 02/02/2023]  Open
15
Acevedo A, Androulakis IP. Allostatic breakdown of cascading homeostat systems: A computational approach. Heliyon 2017;3:e00355. [PMID: 28761937 PMCID: PMC5522379 DOI: 10.1016/j.heliyon.2017.e00355] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/08/2017] [Revised: 05/26/2017] [Accepted: 07/06/2017] [Indexed: 12/30/2022]  Open
16
Rapidly changing environment modulates the thermoregulatory fanning response in honeybee groups. Anim Behav 2016. [DOI: 10.1016/j.anbehav.2016.03.014] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022]
17
Thompson J, Coats T, Sims M. Known knowns, known unknowns, and unknown unknowns: can systems medicine provide a new approach to sepsis? Br J Anaesth 2015;114:874-7. [DOI: 10.1093/bja/aev097] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]  Open
18
Androulakis IP. Systems engineering meets quantitative systems pharmacology: from low-level targets to engaging the host defenses. WILEY INTERDISCIPLINARY REVIEWS-SYSTEMS BIOLOGY AND MEDICINE 2015;7:101-12. [DOI: 10.1002/wsbm.1294] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/01/2014] [Revised: 02/03/2015] [Accepted: 02/04/2015] [Indexed: 11/11/2022]
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