LIU Quanchen (刘权宸), ZHANG Pengzhu∗ (张鹏翥) . Panoramic and Personalised Intelligent Healthcare Mode[J]. Journal of Shanghai Jiaotong University(Science), 2022 , 27(1) : 121 -136 . DOI: 10.1007/s12204-021-2274-8

[1] HUANG J. Healthcare in China: Theory and practice[M]//Blue paper on the development of preventivemedicine. Beijing: Chinese Preventive MedicineAssociation, 2008: 27-41 (in Chinese). [2] HU S, GAO R, LIU L, et al. Summary of the 2018report on cardiovascular diseases in China [J]. ChineseCirculation Journal, 2019, 34(3): 209-220 (inChinese). [3] ZHENG Y Y, MA Y T, ZHANG J Y, et al. COVID-19 and the cardiovascular system [J]. Nature ReviewsCardiology, 2020, 17(5): 259-260. [4] LI S, SHAN Y. Latest research advances on novel coronaviruspneumonia [J]. Journal of Shandong University(Health Sciences), 2020, 58(3): 19-25 (in Chinese). [5] LU R, ZHAO X, LI J, et al. Genomic characterisationand epidemiology of 2019 novel coronavirus: Implicationsfor virus origins and receptor binding [J]. TheLancet, 2020, 395(10224): 565-574. [6] TANG J. Change the focus on treatment to focus onpeople’s health [J]. Social Security of Human Resourcesin China, 2018(10): 52 (in Chinese). [7] YAN C. Health management and health risk appraisal[J]. Health Research, 2018, 38(1): 1-8 (in Chinese). [8] WU X L. Actively promote the strategy of healthyaging [N]. China Population Daily, 2018-10-29(003) (inChinese). [9] Healthy China Action Promotion Committee. HealthChina Action (2019—2030): General requirements,major actions and main indicators [J]. Chinese CirculationJournal, 2019, 34(9): 846-858 (in Chinese). [10] CHEN G, ZENG D, WEI Q, et al. Transitions of decision:Making paradigms and enabled innovations inthe context of big data [J]. Management World, 2020,36(2): 95-105 (in Chinese). [11] XU Z, FENG Z, GUO X, et al. Big data driven managementand decision frontier issues [J]. ManagementWorld, 2014(11): 158-163 (in Chinese). [12] HARARI G M, LANE N D, WANG R, et al. Usingsmartphones to collect behavioral data in psychologicalscience: Opportunities, practical considerations, andchallenges [J]. Perspectives on Psychological Science,2016, 11(6): 838-854. [13] MAST M S, GATICA-PEREZ D, FRAUENDORFERD, et al. Social sensing for psychology [J]. Current Directionsin Psychological Science, 2015, 24(2): 154-160. [14] SHAHEEN S, EL-HAJJ W, HAJJ H, et al. Emotionrecognition from text based on automatically generatedrules [C]//2014 IEEE International Conferenceon Data Mining Workshop. Piscataway, NJ: IEEE,2014: 383-392. [15] LU J, WU J, WU J, et al. Construction of a healthmanagement system suitable for China’s national conditions[J]. Chinese General Practice, 2009, 12(3): 212-215 (in Chinese). [16] ZHANG Y, WU X, CHU Y, et al. Development statusof healthcare mode in China [J]. Journal of PublicHealth and Preventive Medicine, 2014, 25(1): 78-80(in Chinese). [17] LAN Z. A panoramic and integral approach to rationalpublic policy making and analysis [J]. Chinese PublicAdministration, 2017(2): 17-21 (in Chinese). [18] ZHU H, YE T, YI Y, et al. Effect of “panoramic” caseteaching in training of new graduate pediatric nurses[J]. Journal of Nursing Science, 2018, 33(1): 75-76 (inChinese). [19] CHEN G, WU G, GU Y, et al. The challenges for bigdata driven research and applications in the contextof managerial decision-making: Paradigm shift and researchdirections [J]. Journal of Management Sciencesin China, 2018, 21(7): 1-10 (in Chinese). [20] CAI F, ZHANG H, ZHANG C. A management systembased on personal health database [J]. Beijing BiomedicalEngineering, 2009, 28(5): 521-523 (in Chinese). [21] ZHANG H, ZHANG N. Methods of personalizedhealthcare [J]. Guiding Journal of Traditional ChineseMedicine and Pharmacy, 2010, 16(7): 85-86 (inChinese). [22] ZHANG H, YANG X, TANG Z, et al. Design ofan individual health management system [J]. BeijingBiomedical Engineering, 2010, 29(5): 528-530 (inChinese). [23] SHENG A. Drug therapy combined with individualizedhealth management of community hypertensionintervention randomized controlled study of combinedtraditional Chinese and Western medicine [J]. Journal of Practical Traditional Chinese Internal Medicine,2016, 30(5): 77-80 (in Chinese). [24] YUE F, LINGHU Y, HU D. Effect of individualizedhealth management on risk factors of stroke in middleaged and elderly population [J]. ContemporaryMedicine, 2017, 23(34): 1-3 (in Chinese). [25] LIU Q, ZHU H, LIU W, et al. The effect of individualizedhealth management on community-residing diabetespatients [J]. Journal of Nursing Science, 2018,33(18): 86-89 (in Chinese). [26] SNYDERMAN R, WILLIAMS R S. Prospectivemedicine: The next health care transformation [J].Academic Medicine, 2003, 78(11): 1079-1084. [27] KONGSTVEDT P R. Essentials of managed healthcare [M]. 5th ed. Sudbury: Jones & Bartlett Publishers,2007. [28] WANG Y,WANG Y, HU A, et al. Development surveyof health management in home and abroad [J]. ChinaMedical Herald, 2013, 10(1): 27-29 (in Chinese). [29] LIU Y, WANG Z. The development model of healthmanagement in USA and its experiences for China[J]. Asia-Pacific Economic Review, 2016 (3): 75-81 (inChinese). [30] FU M, FENG Z, CHEN S. Enlightenment from experiencesof health management in developed country[J]. Chinese Health Service Management, 2011, 28(3):233-236 (in Chinese). [31] SHAO X. German health insurance and preventivemedical service [J]. China Health Industry, 2006 (2):80-81 (in Chinese). [32] MEURMAN J H, PAJUKOSKI H, SNELLMAN S, etal. Oral infections in home-living elderly patients admittedto an acute geriatric ward [J]. Journal of DentalResearch, 1997, 76(6): 1271-1276. [33] RUSHTON V E, HORNER K, WORTHINGTON HV. The quality of panoramic radiographs in a sampleof general dental practices [J]. British dental journal,1999, 186(12): 630-633. [34] GLASGOW R E, LA CHANCE P A, TOOBERT D J,et al. Long term effects and costs of brief behaviouraldietary intervention for patients with diabetes deliveredfrom the medical office [J]. Patient Education andCounseling, 1997, 32(3): 175-184. [35] MCKAY H G, FEIL E G, GLASGOW R E, et al.Feasibility and use of an Internet support service fordiabetes self-management [J]. Diabetes Educator, 1998,24(2): 174-179. [36] WILLIAMS R S, WILLARD H F, SNYDERMANR. Personalized health planning [J]. Science, 2003,300(5619): 549. [37] SIMMONS L A, DRAKE C D, GAUDET T W, et al.Personalized health planning in primary care settings[J]. Federal Practitioner, 2016, 33(1): 27-34. [38] CHAWLA N V, DAVIS D A. Bringing big data to personalizedhealthcare: A patient-centered framework[J]. Journal of General Internal Medicine, 2013, 28:660-665. [39] CHIAUZZI E, RODARTE C, DASMAHAPATRAP. Patient-centered activity monitoring in the selfmanagementof chronic health conditions [J]. BMCMedicine, 2015, 13: 77. [40] LEWY H, BARKAN R, SELA T. Personalized healthsystems: Past, present, and future of research developmentand implementation in real-life environment [J].Frontiers in Medicine, 2019, 6: 149. [41] MAW, ZHANG J, YAN B. A study on the manageableand integrated healthcare service mode in the UnitedStates [J]. China Health Human Resources, 2012(1):78-80 (in Chinese). [42] HUANG J. National healthcare in the United States[J]. China Healthcare Innovation, 2007(3): 16 (inChinese). [43] WANG L, BAI S, CHEN J, et al. Health manager:Basic knowledge [M]. 2nd ed. Beijing: People’s MedicalPublishing House, 2019 (in Chinese). [44] LI H, CHEN X, XIE W. Design and implementationof intelligent health management mode [J]. Journal ofMedical Informatics, 2018, 39(9): 7-11 (in Chinese). [45] GAO Q, L¨U J. Intelligent medicine: Opportunitiesand challenges to public health in the era of artificialintelligence [J]. E-Government, 2017(11): 11-19(in Chinese). [46] CHEN X, WANG Z. Overview of theory and methodsof decision support systems [J]. Control and Decision,2006, 21(9): 961-968 (in Chinese).[47] ER M C. Decision support systems: A summary, problems,and future trends [J]. Decision Support Systems,1988, 4(3): 355-363.