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For: Menon R, Bhat G, Saade GR, Spratt H. Multivariate adaptive regression splines analysis to predict biomarkers of spontaneous preterm birth. Acta Obstet Gynecol Scand 2014;93:382-91. [PMID: 24461165 DOI: 10.1111/aogs.12344] [Citation(s) in RCA: 32] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/22/2013] [Accepted: 01/17/2014] [Indexed: 12/12/2022]
Number Cited by Other Article(s)
1
Sliti HA, Rasheed AI, Tripathi S, Jesso ST, Madathil SC. Incorporating machine learning and statistical methods to address maternal healthcare disparities in US: A systematic review. Int J Med Inform 2025;200:105918. [PMID: 40245723 DOI: 10.1016/j.ijmedinf.2025.105918] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/21/2024] [Revised: 12/26/2024] [Accepted: 04/07/2025] [Indexed: 04/19/2025]
2
Mao SP, Wang CY, Liu CH, Hsieh CB, Pei D, Chu TW, Liang YJ. Prediction of insulin resistance using multiple adaptive regression spline in Chinese women. Endocr J 2025;72:387-398. [PMID: 39894511 PMCID: PMC11997268 DOI: 10.1507/endocrj.ej24-0449] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/28/2024] [Accepted: 12/03/2024] [Indexed: 02/04/2025]  Open
3
Chen Y, Shi X, Wang Z, Zhang L. Development and validation of a spontaneous preterm birth risk prediction algorithm based on maternal bioinformatics: A single-center retrospective study. BMC Pregnancy Childbirth 2024;24:763. [PMID: 39558279 PMCID: PMC11571659 DOI: 10.1186/s12884-024-06933-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/02/2024] [Accepted: 10/28/2024] [Indexed: 11/20/2024]  Open
4
Kim S, Brennan PA, Slavich GM, Hertzberg V, Kelly U, Dunlop AL. Black-white differences in chronic stress exposures to predict preterm birth: interpretable, race/ethnicity-specific machine learning model. BMC Pregnancy Childbirth 2024;24:438. [PMID: 38909177 PMCID: PMC11193905 DOI: 10.1186/s12884-024-06613-w] [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: 01/30/2024] [Accepted: 05/29/2024] [Indexed: 06/24/2024]  Open
5
Lee SY(J, Alzeen M, Ahmed A. Estimation of racial and language disparities in pediatric emergency department triage using statistical modeling and natural language processing. J Am Med Inform Assoc 2024;31:958-967. [PMID: 38349846 PMCID: PMC10990499 DOI: 10.1093/jamia/ocae018] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/25/2023] [Revised: 01/16/2024] [Accepted: 01/19/2024] [Indexed: 02/15/2024]  Open
6
Chang CC, Yeh JH, Chiu HC, Liu TC, Chen YM, Jhou MJ, Lu CJ. Assessing the length of hospital stay for patients with myasthenia gravis based on the data mining MARS approach. Front Neurol 2023;14:1283214. [PMID: 38156090 PMCID: PMC10752965 DOI: 10.3389/fneur.2023.1283214] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/01/2023] [Accepted: 11/27/2023] [Indexed: 12/30/2023]  Open
7
Hassan AM, Biaggi-Ondina A, Asaad M, Morris N, Liu J, Selber JC, Butler CE. Artificial Intelligence Modeling to Predict Periprosthetic Infection and Explantation following Implant-Based Reconstruction. Plast Reconstr Surg 2023;152:929-938. [PMID: 36862958 DOI: 10.1097/prs.0000000000010345] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/04/2023]
8
Kane VA, Andrikopoulou M, Bertozzi-Villa C, Mims J, Pinson K, Gyamfi-Bannerman C. Low-dose aspirin and racial disparities in spontaneous preterm delivery in low-risk individuals. AJOG GLOBAL REPORTS 2023;3:100273. [PMID: 38034022 PMCID: PMC10682009 DOI: 10.1016/j.xagr.2023.100273] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/02/2023]  Open
9
Hassan AM, Biaggi AP, Asaad M, Andejani DF, Liu J, Offodile Nd AC, Selber JC, Butler CE. Development and Assessment of Machine Learning Models for Individualized Risk Assessment of Mastectomy Skin Flap Necrosis. Ann Surg 2023;278:e123-e130. [PMID: 35129476 DOI: 10.1097/sla.0000000000005386] [Citation(s) in RCA: 11] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
10
Asaad M, Lu SC, Hassan AM, Kambhampati P, Mitchell D, Chang EI, Yu P, Hanasono MM, Sidey-Gibbons C. The Use of Machine Learning for Predicting Complications of Free-Flap Head and Neck Reconstruction. Ann Surg Oncol 2023;30:2343-2352. [PMID: 36719569 DOI: 10.1245/s10434-022-13053-3] [Citation(s) in RCA: 9] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/29/2022] [Accepted: 12/22/2022] [Indexed: 02/01/2023]
11
Tong Y, Jiang H, Xu N, Wang Z, Xiong Y, Yin J, Huang J, Chen Y, Jiang Q, Zhou Y. Global Distribution of Culex tritaeniorhynchus and Impact Factors. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2023;20:4701. [PMID: 36981610 PMCID: PMC10048298 DOI: 10.3390/ijerph20064701] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 02/09/2023] [Revised: 03/04/2023] [Accepted: 03/06/2023] [Indexed: 06/18/2023]
12
Zhao Z, Zhai M, Li G, Gao X, Song W, Wang X, Ren H, Cui Y, Qiao Y, Ren J, Chen L, Qiu L. Study on the prediction effect of a combined model of SARIMA and LSTM based on SSA for influenza in Shanxi Province, China. BMC Infect Dis 2023;23:71. [PMID: 36747126 PMCID: PMC9901390 DOI: 10.1186/s12879-023-08025-1] [Citation(s) in RCA: 10] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/19/2022] [Accepted: 01/23/2023] [Indexed: 02/08/2023]  Open
13
Akazawa M, Hashimoto K. Prediction of preterm birth using artificial intelligence: a systematic review. J OBSTET GYNAECOL 2022;42:1662-1668. [PMID: 35642608 DOI: 10.1080/01443615.2022.2056828] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/18/2022]
14
Machine Learning-Based Prediction Model of Preterm Birth Using Electronic Health Record. JOURNAL OF HEALTHCARE ENGINEERING 2022;2022:9635526. [PMID: 35463669 PMCID: PMC9020923 DOI: 10.1155/2022/9635526] [Citation(s) in RCA: 11] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 12/11/2021] [Revised: 02/26/2022] [Accepted: 03/14/2022] [Indexed: 11/18/2022]
15
Novel Machine Learning Approach for the Prediction of Hernia Recurrence, Surgical Complication, and 30-Day Readmission after Abdominal Wall Reconstruction. J Am Coll Surg 2022;234:918-927. [DOI: 10.1097/xcs.0000000000000141] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/23/2022]
16
Winchester P, Nilsson E, Beck D, Skinner MK. Preterm birth buccal cell epigenetic biomarkers to facilitate preventative medicine. Sci Rep 2022;12:3361. [PMID: 35232984 PMCID: PMC8888575 DOI: 10.1038/s41598-022-07262-9] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/13/2021] [Accepted: 02/11/2022] [Indexed: 11/09/2022]  Open
17
Jain D, Jain AK, Metz GAS, Ballanyi N, Sood A, Linder R, Olson DM. A Strategic Program for Risk Assessment and Intervention to Mitigate Environmental Stressor-Related Adverse Pregnancy Outcomes in the Indian Population. FRONTIERS IN REPRODUCTIVE HEALTH 2021;3:673118. [PMID: 36304060 PMCID: PMC9580833 DOI: 10.3389/frph.2021.673118] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/26/2021] [Accepted: 05/04/2021] [Indexed: 11/13/2022]  Open
18
Sufriyana H, Husnayain A, Chen YL, Kuo CY, Singh O, Yeh TY, Wu YW, Su ECY. Comparison of Multivariable Logistic Regression and Other Machine Learning Algorithms for Prognostic Prediction Studies in Pregnancy Care: Systematic Review and Meta-Analysis. JMIR Med Inform 2020;8:e16503. [PMID: 33200995 PMCID: PMC7708089 DOI: 10.2196/16503] [Citation(s) in RCA: 56] [Impact Index Per Article: 11.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/07/2019] [Revised: 06/22/2020] [Accepted: 10/24/2020] [Indexed: 02/06/2023]  Open
19
Brien ME, Boufaied I, Bernard N, Forest JC, Giguere Y, Girard S. Specific inflammatory profile in each pregnancy complication: A comparative study. Am J Reprod Immunol 2020;84:e13316. [PMID: 32761668 DOI: 10.1111/aji.13316] [Citation(s) in RCA: 28] [Impact Index Per Article: 5.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/22/2020] [Revised: 07/20/2020] [Accepted: 07/29/2020] [Indexed: 01/01/2023]  Open
20
Monsivais LA, Sheller-Miller S, Russell W, Saade GR, Dixon CL, Urrabaz-Garza R, Menon R. Fetal membrane extracellular vesicle profiling reveals distinct pathways induced by infection and inflammation in vitro. Am J Reprod Immunol 2020;84:e13282. [PMID: 32506769 DOI: 10.1111/aji.13282] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/13/2020] [Revised: 04/30/2020] [Accepted: 05/30/2020] [Indexed: 12/22/2022]  Open
21
Time-to-Birth Prediction Models and the Influence of Expert Opinions. Artif Intell Med 2019. [DOI: 10.1007/978-3-030-21642-9_36] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register]
22
Good clinical practice advice: Prediction of preterm labor and preterm premature rupture of membranes. Int J Gynaecol Obstet 2019;144:340-346. [PMID: 30710365 DOI: 10.1002/ijgo.12744] [Citation(s) in RCA: 19] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/23/2022]
23
Prediction of Sewage Treatment Cost in Rural Regions with Multivariate Adaptive Regression Splines. WATER 2019. [DOI: 10.3390/w11020195] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
24
Jelliffe-Pawlowski LL, Rand L, Bedell B, Baer RJ, Oltman SP, Norton ME, Shaw GM, Stevenson DK, Murray JC, Ryckman KK. Prediction of preterm birth with and without preeclampsia using mid-pregnancy immune and growth-related molecular factors and maternal characteristics. J Perinatol 2018;38:963-972. [PMID: 29795450 PMCID: PMC6089890 DOI: 10.1038/s41372-018-0112-0] [Citation(s) in RCA: 22] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/07/2017] [Revised: 02/10/2018] [Accepted: 03/07/2018] [Indexed: 12/30/2022]
25
Manuck TA. Racial and ethnic differences in preterm birth: A complex, multifactorial problem. Semin Perinatol 2017;41:511-518. [PMID: 28941962 PMCID: PMC6381592 DOI: 10.1053/j.semperi.2017.08.010] [Citation(s) in RCA: 226] [Impact Index Per Article: 28.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/31/2022]
26
Maritati M, Comar M, Zanotta N, Seraceni S, Trentini A, Corazza F, Vesce F, Contini C. Influence of vaginal lactoferrin administration on amniotic fluid cytokines and its role against inflammatory complications of pregnancy. JOURNAL OF INFLAMMATION-LONDON 2017;14:5. [PMID: 28289333 PMCID: PMC5310020 DOI: 10.1186/s12950-017-0152-9] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 09/24/2016] [Accepted: 02/07/2017] [Indexed: 12/02/2022]
27
Liu Y, Liu Y, Zhang R, Zhu L, Feng Z. Early- or mid-trimester amniocentesis biomarkers for predicting preterm delivery: a meta-analysis. Ann Med 2017;49:1-10. [PMID: 27494609 DOI: 10.1080/07853890.2016.1211789] [Citation(s) in RCA: 19] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/31/2022]  Open
28
Polettini J, Cobo T, Kacerovsky M, Vinturache AE, Laudanski P, Peelen MJCS, Helmer H, Lamont RF, Takeda J, Lapointe J, Torloni MR, Zhong N, Menon R. Biomarkers of spontaneous preterm birth: a systematic review of studies using multiplex analysis. J Perinat Med 2017;45:71-84. [PMID: 27514075 DOI: 10.1515/jpm-2016-0097] [Citation(s) in RCA: 26] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/15/2016] [Accepted: 06/22/2016] [Indexed: 01/24/2023]
29
Knight AK, Smith AK. Epigenetic Biomarkers of Preterm Birth and Its Risk Factors. Genes (Basel) 2016;7:E15. [PMID: 27089367 PMCID: PMC4846845 DOI: 10.3390/genes7040015] [Citation(s) in RCA: 26] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/12/2016] [Revised: 03/28/2016] [Accepted: 04/08/2016] [Indexed: 01/21/2023]  Open
30
Cordeiro CN, Savva Y, Vaidya D, Argani CH, Hong X, Wang X, Burd I. Mathematical Modeling of the Biomarker Milieu to Characterize Preterm Birth and Predict Adverse Neonatal Outcomes. Am J Reprod Immunol 2016;75:594-601. [DOI: 10.1111/aji.12502] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/23/2015] [Accepted: 01/22/2016] [Indexed: 12/17/2022]  Open
31
Romero R, Grivel JC, Tarca AL, Chaemsaithong P, Xu Z, Fitzgerald W, Hassan SS, Chaiworapongsa T, Margolis L. Evidence of perturbations of the cytokine network in preterm labor. Am J Obstet Gynecol 2015;213:836.e1-836.e18. [PMID: 26232508 DOI: 10.1016/j.ajog.2015.07.037] [Citation(s) in RCA: 121] [Impact Index Per Article: 12.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/28/2015] [Revised: 06/26/2015] [Accepted: 07/21/2015] [Indexed: 01/20/2023]
32
Gillespie SL, Christian LM, Neal JL. A proposed bio-panel to predict risk for spontaneous preterm birth among African American women. Med Hypotheses 2015;85:558-64. [PMID: 26279199 PMCID: PMC4661115 DOI: 10.1016/j.mehy.2015.07.026] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/08/2014] [Accepted: 07/15/2015] [Indexed: 12/24/2022]
33
Predicting Preterm Labour: Current Status and Future Prospects. DISEASE MARKERS 2015;2015:435014. [PMID: 26160993 PMCID: PMC4486247 DOI: 10.1155/2015/435014] [Citation(s) in RCA: 48] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Received: 03/13/2015] [Accepted: 06/02/2015] [Indexed: 11/24/2022]
34
Mustafa GM, Larry D, Petersen JR, Elferink CJ. Targeted proteomics for biomarker discovery and validation of hepatocellular carcinoma in hepatitis C infected patients. World J Hepatol 2015;7:1312-1324. [PMID: 26052377 PMCID: PMC4450195 DOI: 10.4254/wjh.v7.i10.1312] [Citation(s) in RCA: 18] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/15/2014] [Revised: 10/24/2014] [Accepted: 03/09/2015] [Indexed: 02/06/2023]  Open
35
Xu A, Zhang Y, Ran T, Liu H, Lu S, Xu J, Xiong X, Jiang Y, Lu T, Chen Y. Quantitative structure-activity relationship study on BTK inhibitors by modified multivariate adaptive regression spline and CoMSIA methods. SAR AND QSAR IN ENVIRONMENTAL RESEARCH 2015;26:279-300. [PMID: 25906044 DOI: 10.1080/1062936x.2015.1032346] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/20/2014] [Accepted: 03/02/2015] [Indexed: 06/04/2023]
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