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For: Bae JM. The clinical decision analysis using decision tree. Epidemiol Health 2014;36:e2014025. [PMID: 25358466 PMCID: PMC4251295 DOI: 10.4178/epih/e2014025] [Citation(s) in RCA: 37] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/09/2014] [Accepted: 10/29/2014] [Indexed: 11/09/2022]  Open
Number Cited by Other Article(s)
1
McCullum LB, Karagoz A, Dede C, Garcia R, Nosrat F, Hemmati M, Hosseinian S, Schaefer AJ, Fuller CD. Markov models for clinical decision-making in radiation oncology: A systematic review. J Med Imaging Radiat Oncol 2024. [PMID: 38766899 DOI: 10.1111/1754-9485.13656] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/06/2023] [Accepted: 04/03/2024] [Indexed: 05/22/2024]
2
Gu F, Xu J, Du L, Liang H, Zhu J, Lin L, Ma L, He B, Wei X, Zhai H. The Machine Learning Model for Predicting Inadequate Bowel Preparation Before Colonoscopy: A Multicenter Prospective Study. Clin Transl Gastroenterol 2024;15:e00694. [PMID: 38441136 PMCID: PMC11124626 DOI: 10.14309/ctg.0000000000000694] [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: 10/12/2023] [Accepted: 02/27/2024] [Indexed: 05/26/2024]  Open
3
Maimaitituerxun R, Chen W, Xiang J, Xie Y, Xiao F, Wu XY, Chen L, Yang J, Liu A, Dai W. Predictive model for identifying mild cognitive impairment in patients with type 2 diabetes mellitus: A CHAID decision tree analysis. Brain Behav 2024;14:e3456. [PMID: 38450963 PMCID: PMC10918605 DOI: 10.1002/brb3.3456] [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: 10/30/2023] [Revised: 02/04/2024] [Accepted: 02/10/2024] [Indexed: 03/08/2024]  Open
4
Hoyos W, Aguilar J, Raciny M, Toro M. Case studies of clinical decision-making through prescriptive models based on machine learning. COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE 2023;242:107829. [PMID: 37837889 DOI: 10.1016/j.cmpb.2023.107829] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/31/2023] [Revised: 08/11/2023] [Accepted: 09/22/2023] [Indexed: 10/16/2023]
5
León-García M, Humphries B, Morales PR, Gravholt D, Eckman MH, Bates SM, Suárez NRE, Xie F, Perestelo-Pérez L, Alonso-Coello P. Assessment of a venous thromboembolism prophylaxis shared decision-making intervention (DASH-TOP) using the decisional conflict scale: a mixed-method study. BMC Med Inform Decis Mak 2023;23:250. [PMID: 37932759 PMCID: PMC10629184 DOI: 10.1186/s12911-023-02349-3] [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: 01/17/2023] [Accepted: 10/21/2023] [Indexed: 11/08/2023]  Open
6
Mehrpour O, Saeedi F, Nakhaee S, Tavakkoli Khomeini F, Hadianfar A, Amirabadizadeh A, Hoyte C. Comparison of decision tree with common machine learning models for prediction of biguanide and sulfonylurea poisoning in the United States: an analysis of the National Poison Data System. BMC Med Inform Decis Mak 2023;23:60. [PMID: 37024869 PMCID: PMC10080923 DOI: 10.1186/s12911-022-02095-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/30/2022] [Accepted: 12/26/2022] [Indexed: 04/08/2023]  Open
7
Iselin K, Bachmann L, Baenninger P, Sanak F, Kaufmann C. A Clinical Decision Tree to Support Keratoconus Patients Considering Corneal Cross-Linking Combined with Refractive Treatment. Klin Monbl Augenheilkd 2023;240:379-384. [PMID: 37164397 DOI: 10.1055/a-2017-5203] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 05/12/2023]
8
Moulder G, Harris E, Santhosh L. Teaching the science of uncertainty. Diagnosis (Berl) 2023;10:13-18. [PMID: 36087299 DOI: 10.1515/dx-2022-0045] [Citation(s) in RCA: 5] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/10/2022] [Accepted: 08/16/2022] [Indexed: 11/15/2022]
9
Leidinger A, Zuckerman SL, Feng Y, He Y, Chen X, Cheserem B, Gerber LM, Lessing NL, Shabani HK, Härtl R, Mangat HS. Predictors of spinal trauma care and outcomes in a resource-constrained environment: a decision tree analysis of spinal trauma surgery and outcomes in Tanzania. J Neurosurg Spine 2023;38:503-511. [PMID: 36640104 DOI: 10.3171/2022.11.spine22763] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/13/2022] [Accepted: 11/29/2022] [Indexed: 01/15/2023]
10
Blee JA, Liu X, Harland AJ, Fatania K, Currie S, Kurian KM, Hauert S. Liquid biopsies for early diagnosis of brain tumours: in silico mathematical biomarker modelling. J R Soc Interface 2022;19:20220180. [PMID: 35919979 PMCID: PMC9346349 DOI: 10.1098/rsif.2022.0180] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/07/2022] [Accepted: 07/07/2022] [Indexed: 11/12/2022]  Open
11
Abineza C, Balas VE, Nsengiyumva P. A machine-learning-based prediction method for easy COPD classification based on pulse oximetry clinical use. JOURNAL OF INTELLIGENT & FUZZY SYSTEMS 2022. [DOI: 10.3233/jifs-219270] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
12
Heldner MR, Chalfine C, Houot M, Umarova RM, Rosner J, Lippert J, Gallucci L, Leger A, Baronnet F, Samson Y, Rosso C. Cognitive Status Predicts Return to Functional Independence After Minor Stroke: A Decision Tree Analysis. Front Neurol 2022;13:833020. [PMID: 35250835 PMCID: PMC8891604 DOI: 10.3389/fneur.2022.833020] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/10/2021] [Accepted: 01/10/2022] [Indexed: 11/13/2022]  Open
13
Li R, Ellington SR, Galang RR, Grosse SD, Mendoza Z, Hurst S, Vale Y, Lathrop E, Romero L. Economic evaluation of Zika Contraception Access Network in Puerto Rico during the 2016-17 Zika virus outbreak. Contraception 2021;107:68-73. [PMID: 34748752 DOI: 10.1016/j.contraception.2021.10.009] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/05/2021] [Revised: 10/04/2021] [Accepted: 10/23/2021] [Indexed: 11/03/2022]
14
Decherchi S, Pedrini E, Mordenti M, Cavalli A, Sangiorgi L. Opportunities and Challenges for Machine Learning in Rare Diseases. Front Med (Lausanne) 2021;8:747612. [PMID: 34676229 PMCID: PMC8523988 DOI: 10.3389/fmed.2021.747612] [Citation(s) in RCA: 27] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/26/2021] [Accepted: 08/31/2021] [Indexed: 12/16/2022]  Open
15
Lee C, Hall K, Anakin M, Pinnock R. Towards a new understanding of uncertainty in medical education. J Eval Clin Pract 2021;27:1194-1204. [PMID: 33089607 DOI: 10.1111/jep.13503] [Citation(s) in RCA: 14] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/06/2020] [Revised: 09/27/2020] [Accepted: 09/28/2020] [Indexed: 12/21/2022]
16
Toth EG, Gibbs D, Moczygemba J, McLeod A. Decision tree modeling in R software to aid clinical decision making. HEALTH AND TECHNOLOGY 2021. [DOI: 10.1007/s12553-021-00542-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/24/2022]
17
Si T, Sun L, Zhang Y, Zhang L. Dose Adjustment Model of Paliperidone in Patients With Acute Schizophrenia: A post hoc Analysis of an Open-Label, Single-Arm Multicenter Study. Front Psychiatry 2021;12:723245. [PMID: 34497547 PMCID: PMC8419303 DOI: 10.3389/fpsyt.2021.723245] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/10/2021] [Accepted: 07/28/2021] [Indexed: 12/01/2022]  Open
18
de la Espriella R. Decision Making in Psychiatric Patients: A Qualitative Study with Focus Groups. ACTA ACUST UNITED AC 2020;49:231-238. [PMID: 33328015 DOI: 10.1016/j.rcp.2019.06.004] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/16/2018] [Revised: 03/15/2019] [Accepted: 06/04/2019] [Indexed: 12/01/2022]
19
Boggs D, Kuper H, Mactaggart I, Murthy G, Oye J, Polack S. Estimating assistive product need in Cameroon and India: results of population-based surveys and comparison of self-report and clinical impairment assessment approaches. Trop Med Int Health 2020;26:146-158. [PMID: 33166008 DOI: 10.1111/tmi.13523] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
20
Rajagopal S, Kelly A. Shared Decision Making in Endodontics. Prim Dent J 2020;9:31-36. [PMID: 33225852 DOI: 10.1177/2050168420963303] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/11/2023]
21
Girard CI, Warren CE, Romanchuk NJ, Del Bel MJ, Carsen S, Chan ADC, Benoit DL. Decision Tree Learning Algorithm for Classifying Knee Injury Status Using Return-to-Activity Criteria. ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY. IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY. ANNUAL INTERNATIONAL CONFERENCE 2020;2020:5494-5497. [PMID: 33019223 DOI: 10.1109/embc44109.2020.9176010] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/11/2023]
22
Aydin E, Türkmen İU, Namli G, Öztürk Ç, Esen AB, Eray YN, Eroğlu E, Akova F. A novel and simple machine learning algorithm for preoperative diagnosis of acute appendicitis in children. Pediatr Surg Int 2020;36:735-742. [PMID: 32314055 DOI: 10.1007/s00383-020-04655-7] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 04/07/2020] [Indexed: 12/26/2022]
23
Use of Decision Analysis and Economic Evaluation in Breast Reconstruction: A Systematic Review. PLASTIC AND RECONSTRUCTIVE SURGERY-GLOBAL OPEN 2020;8:e2786. [PMID: 32440446 PMCID: PMC7209866 DOI: 10.1097/gox.0000000000002786] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/18/2020] [Accepted: 02/26/2020] [Indexed: 11/26/2022]
24
Ahmed Z, Mohamed K, Zeeshan S, Dong X. Artificial intelligence with multi-functional machine learning platform development for better healthcare and precision medicine. Database (Oxford) 2020;2020:baaa010. [PMID: 32185396 PMCID: PMC7078068 DOI: 10.1093/database/baaa010] [Citation(s) in RCA: 167] [Impact Index Per Article: 41.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/02/2019] [Revised: 01/05/2020] [Accepted: 01/21/2020] [Indexed: 02/06/2023]
25
Assessing the Impact of Ozone and Particulate Matter on Mortality Rate from Respiratory Disease in Seoul, Korea. ATMOSPHERE 2019. [DOI: 10.3390/atmos10110685] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
26
Use of Decision Analysis and Economic Evaluation in Upper Extremity Surgery: A Systematic Review. Plast Reconstr Surg 2019;144:395-407. [PMID: 31348350 DOI: 10.1097/prs.0000000000005830] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
27
Krismer F, Seppi K, Göbel G, Steiger R, Zucal I, Boesch S, Gizewski ER, Wenning GK, Poewe W, Scherfler C. Morphometric MRI profiles of multiple system atrophy variants and implications for differential diagnosis. Mov Disord 2019;34:1041-1048. [PMID: 30919495 PMCID: PMC6767501 DOI: 10.1002/mds.27669] [Citation(s) in RCA: 31] [Impact Index Per Article: 6.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/20/2018] [Revised: 02/07/2019] [Accepted: 02/12/2019] [Indexed: 12/14/2022]  Open
28
Boggenpoel B, Madasa V, Jeftha T, Joseph C. Systematic scoping review protocol for clinical prediction rules (CPRs) in the management of patients with spinal cord injuries. BMJ Open 2019;9:e025076. [PMID: 30782748 PMCID: PMC6361323 DOI: 10.1136/bmjopen-2018-025076] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/23/2022]  Open
29
Romanowski K, Campbell JR, Oxlade O, Fregonese F, Menzies D, Johnston JC. The impact of improved detection and treatment of isoniazid resistant tuberculosis on prevalence of multi-drug resistant tuberculosis: A modelling study. PLoS One 2019;14:e0211355. [PMID: 30677101 PMCID: PMC6345486 DOI: 10.1371/journal.pone.0211355] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/04/2018] [Accepted: 01/13/2019] [Indexed: 11/27/2022]  Open
30
Tai YM, Tsai GF, Guu SM. Risk factors of psychiatric hospitalization of military service persons in Taiwan: Preliminary results from unsupervised clustering techniques. TAIWANESE JOURNAL OF PSYCHIATRY 2019. [DOI: 10.4103/tpsy.tpsy_19_19] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/04/2022]  Open
31
Min L, Zhao Y, Xing J, Zhang S. Letter: NICE referral criteria for lower gastrointestinal alarm features - not ideal but not poor either. Aliment Pharmacol Ther 2017;45:1175. [PMID: 28326582 DOI: 10.1111/apt.13989] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/08/2022]
32
An ethical evaluation index system for clinical approval of medical technology in China: A structural equation model study. Chin J Integr Med 2016;23:474-480. [DOI: 10.1007/s11655-016-2628-5] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/11/2015] [Indexed: 10/20/2022]
33
Mohebian MR, Marateb HR, Mansourian M, Mañanas MA, Mokarian F. A Hybrid Computer-aided-diagnosis System for Prediction of Breast Cancer Recurrence (HPBCR) Using Optimized Ensemble Learning. Comput Struct Biotechnol J 2016;15:75-85. [PMID: 28018557 PMCID: PMC5173316 DOI: 10.1016/j.csbj.2016.11.004] [Citation(s) in RCA: 82] [Impact Index Per Article: 10.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/30/2016] [Revised: 11/24/2016] [Accepted: 11/26/2016] [Indexed: 02/07/2023]  Open
34
Bamber JH, Evans SA. The value of decision tree analysis in planning anaesthetic care in obstetrics. Int J Obstet Anesth 2016;27:55-61. [PMID: 27026589 DOI: 10.1016/j.ijoa.2016.02.007] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/18/2016] [Accepted: 02/23/2016] [Indexed: 11/19/2022]
35
Bae JM. Development and application of patient decision aids. Epidemiol Health 2015;37:e2015018. [PMID: 25868639 PMCID: PMC4430759 DOI: 10.4178/epih/e2015018] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/08/2015] [Accepted: 04/02/2015] [Indexed: 11/29/2022]  Open
36
Bae JM. Value-based medicine: concepts and application. Epidemiol Health 2015;37:e2015014. [PMID: 25773441 PMCID: PMC4398974 DOI: 10.4178/epih/e2015014] [Citation(s) in RCA: 47] [Impact Index Per Article: 5.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/24/2014] [Accepted: 03/04/2015] [Indexed: 11/22/2022]  Open
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