Emerging technologies in Health Information Systems: transformation towards intelligent systems
DOI:
https://doi.org/10.56294/mw2024397Keywords:
Health Information Systems, Intelligent Information Systems, Artificial IntelligenceAbstract
Introduction: Information management is crucial for decision-making in a dynamic environment. Information systems are essential for storing, processing, and distributing data, becoming a critical economic resource. In this context, intelligent information systems, which incorporate artificial intelligence, offer advanced solutions for data analysis and management in the healthcare sector. Objective: To explain the importance of intelligent information systems in healthcare based on the development of emerging technologies. Method: A comprehensive literature review on intelligent information systems was conducted using databases such as Scopus, SciELO, and Google Scholar. Fifteen relevant sources were selected, including scientific articles and books published between 2020 and 2024. Development: Intelligent information systems not only collect data but also use advanced technologies such as machine learning to enhance decision-making. In healthcare, they enable in-depth analysis of medical data, identifying patterns that impact diagnosis and treatment. Telemedicine has emerged as a key application that facilitates access to healthcare in underserved areas. Conclusions: The integration of intelligent information systems in healthcare transforms medical data management. However, implementation faces challenges such as staff training and data protection. Addressing these challenges is essential to maximize benefits and ensure more efficient and personalized healthcare.
References
1. Acosta RG, Plotnikow GA. Assessment of the efficacy in athletes and non-athletes of the use of creatine monohydrate in physical exercise: a systematic review. Interdisciplinary Rehabilitation / Rehabilitacion Interdisciplinaria 2024;4:92–92. https://doi.org/10.56294/ri202492.
2. Anh DN, Duc PM. Social responsibility of small and medium enterprises in Vietnam through digital transformation and application of artificial intelligence. LatIA 2024;2:99–99. https://doi.org/10.62486/latia202499.
3. Araneo J, Escudero FI, Arbizu MAM, Trivarelli CB, Dooren MCVD, Lichtensztejn M, et al. Wellness and Integrative Health Education Campaign by undergraduate students in Music Therapy. Community and Interculturality in Dialogue 2024;4:117–117. https://doi.org/10.56294/cid2024117.
4. Aránguiz-Bravo C, Arteaga-Ortiz B. Analysis of the integration of competencies in a Humanization Curricular Line: Case study on the curriculum of a technical career in health. Salud, Ciencia y Tecnología 2024;4:.985-.985. https://doi.org/10.56294/saludcyt2024.985.
5. Araujo Inastrilla CR, Manzanet Valladares K. Producción científica indexada en LILACS acerca de la aplicación de los rayos X a pacientes con COVID-19. Inmedsur [Internet]. 2022 [citado fecha de acceso];5(1): e185. Disponible en: http://www.inmedsur.cfg.sld.cu/index.php/inmedsur/article/view/185
6. Barros RDP. Design and implementation of an IoT monitoring system for the optimization of solar stills for water desalination. LatIA 2024;2:101–101. https://doi.org/10.62486/latia2024101.
7. Basáez E, Mora J. Salud e inteligencia artificial: ¿cómo hemos evolucionado? Rev Med Clin Condes. 2022;33(6):556-561. Available from: https://www.elsevier.es/es-revista-revista-medica-clinica-las-condes-202-articulo-salud-e-inteligencia-artificial-como-S07168640220012625.
8. Benavides HAR, Castillo VS. Design of a local strategy for strengthening food sovereignty: the case of the el Pedregal municipal property of Villagarzón Putumayo. Southern Perspective / Perspectiva Austral 2024;2:25–25. https://doi.org/10.56294/pa202425.
9. Cáceres DI, Jaimes NE, Montes MAP. Symphonological Theory and Nursing Process: Successful case for crhonic wound closure. Multidisciplinar (Montevideo) 2024;2:90–90. https://doi.org/10.62486/agmu202490.
10. Carlos EG, Paucar EC. Role of the nurse in post cesarean section patient with hellp syndrome in the obstetrics and gynecology service of a National Hospital. AG Salud 2024;2:37–37. https://doi.org/10.62486/agsalud202437.
11. Coloma Garofalo JA, Vargas Salazar JA, Sanaguano Guevara CA, Rochina Chisag AG. Artificial intelligence, intelligent systems, intelligent agents. RECIMUNDO: Revista Científica de la Investigación y el Conocimiento. 2020;4(2):16-30.
12. Cortés AP. Enhancing Customer Experience: Trends, Strategies, and Technologies in Contemporary Business Contexts. SCT Proceedings in Interdisciplinary Insights and Innovations 2024;2:235–235. https://doi.org/10.56294/piii2024235.
13. Cubela FJM, Zaldivar NME, Torres YRF, Benítez K de la CG, Torres AM, Torres NIV. Epilepsy Web, a tool for learning content related to epilepsy in pediatrics. Gamification and Augmented Reality 2024;2:35–35. https://doi.org/10.56294/gr202435.
14. Cubí Montforta R, Faixedas Brunsoms D. Avances en la informatización de los sistemas de salud. Aten Primaria. 2005;36(8):448-452. Disponible en: https://www.elsevier.es/es-revista-atencion-primaria-27-articulo-avances-informatizacion-sistemas-salud-13081059
15. Chá Ghiglia MM. Telemedicina: su rol en las organizaciones de salud. Rev Méd Urug. 2020;36(4):185-200. Disponible en: http://www.scielo.edu.uy/scielo.php?script=sci_arttext&pid=S1688-03902020000400185.
16. Díaz EAA, Ortega RO, Gaínza FWR, González DM, Guerra DP. Community intervention in patients with arterial hypertension. AG Salud 2024;2:48–48. https://doi.org/10.62486/agsalud202448.
17. Diseiye O, Ukubeyinje SE, Oladokun BD, Kakwagh VV. Emerging Technologies: Leveraging Digital Literacy for Self-Sufficiency Among Library Professionals. Metaverse Basic and Applied Research 2024;3:59–59. https://doi.org/10.56294/mr202459.
18. Duran YJ, Esquivel M, Ponti LE. Urinary tract infections in intensive care. Health Leadership and Quality of Life 2024;3:.534-.534. https://doi.org/10.56294/hl2024.534.
19. Fernan Roncer U. Gestión de las relaciones con el cliente: Ética en el uso y manejo de los datos en los Sistemas de Información Inteligentes. Gest. terc. milen. [Internet]. 2021 Dec. 23 [cited 2024 Jun. 25];24(48):93-100. Available from: https://revistasinvestigacion.unmsm.edu.pe/index.php/administrativas/article/view/19458.
20. Frattallone JMJS, Brusca MI, Garzon ML, Ferreira AV. Risk analysis of the promotion and access to oral health products through the figure of influencers in the social network Tiktok. Health Leadership and Quality of Life 2024;3:.536-.536. https://doi.org/10.56294/hl2024.536.
21. Gallego IV, Auza-Santivañez JC, Remón AS, Anagua EP, Villarroel MAG, Sarmiento RAQ, et al. Usefulness of ultrasound in the diagnosis of lumbricoid ascaris. Case Report and Literature Review. Multidisciplinar (Montevideo) 2024;2:99–99. https://doi.org/10.62486/agmu202499.
22. García DÁ, Cerón DYC, Castillo VS. Analysis of farmers’ imaginary around the transition and adoption of the new livestock reconversion model in the municipality of Cartagena del Chairá. Southern Perspective / Perspectiva Austral 2024;2:27–27. https://doi.org/10.56294/pa202427.
23. García Garcés H, Navarro Aguirre L, López Pérez M, Rodríguez Orizondo MF. Tecnologías de la Información y la Comunicación en salud y educación médica. Edumecentro. 2014;6(1):18-27. Disponible en: http://scielo.sld.cu/scielo.php?script=sci_arttext&pid=S2077-28742014000100018.
24. Gómez MYA, Diaz HJF, Castillo VS. Evaluation of the cost-benefit ratio of two fish production systems in 4 farms in La Plata, Huila. Multidisciplinar (Montevideo) 2024;2:79–79. https://doi.org/10.62486/agmu202479.
25. Gómez RT, Hernández YG, Suárez YS. Sustainable tourism and governance strategies in gentrification contexts: a bibliometric análisis. Gentrification 2024;2:66–66. https://doi.org/10.62486/gen202466.
26. González NJR, Figueroa OG. Lines of research related to the impact of gentrification on local development. Gentrification 2024;2:70–70. https://doi.org/10.62486/gen202470.
27. Gonzalez-Argote J, Maldonado EJ. Indicators of scientific production on Health Policy. Management (Montevideo) 2024;2:107–107. https://doi.org/10.62486/agma2024107.
28. İpek MA, Yıldırım AC, Büyükbudak E, Tomás J, Severino S, Sousa L. Physical activity and successful aging: community-based interventions for health promotion. Community and Interculturality in Dialogue 2024;4:.157-.157. https://doi.org/10.56294/cid2024.157.
29. Islami V. Psychological novel in children’s literature. Salud, Ciencia y Tecnología - Serie de Conferencias 2024;3:1089–1089. https://doi.org/10.56294/sctconf20241089.
30. Italiani S, Acocce M. Implementation of high-flow nasal cannula in de novo hypoxemia failure in adult patients. Interdisciplinary Rehabilitation / Rehabilitacion Interdisciplinaria 2024;4:89–89. https://doi.org/10.56294/ri202489.
31. Jang J-H, Masatsuku N. A Study of Factors Influencing Happiness in Korea: Topic Modelling and Neural Network Analysis. Data and Metadata 2024;3:238–238. https://doi.org/10.56294/dm2024238.
32. Jiménez Builes JA, Ovalle Carranza DA, Branch Bedoya JW. Conceptualización y análisis de un sistema multi-agente pedagógico utilizando la metodología MAS-CommonKADS. Dyna. 2009;76(158):229-239. Disponible en: https://www.redalyc.org/articulo.oa?id=49612069023.
33. Khadzhyradieva S, Todorova M, Staikutsa S, Tsybukh L, Lukіianchuk A. Analysis of Cyber-psychological Protection Programs in the Education System: Role, Limitations and Prospects. Salud, Ciencia y Tecnología - Serie de Conferencias 2024;3:.648-.648. https://doi.org/10.56294/sctconf2024.648.
34. Liyew EB. Marriage Practice: A Comparative Analysis between Chinese and Ethiopian People. Community and Interculturality in Dialogue 2024;4:103–103. https://doi.org/10.56294/cid2024103.
35. Losada MF. The Organizational Culture as a Driver of Business Growth: A Comprehensive Approach. SCT Proceedings in Interdisciplinary Insights and Innovations 2024;2:237–237. https://doi.org/10.56294/piii2024237.
36. Marcolini S. El papel de la información contable del impuesto sobre sociedades para la predicción de los resultados futuros. [Tesis]. Valencia: Universidad de Valencia; 2023.
37. Maule MN, Perugino M. Effectiveness of collagen supplements in patients with osteoarthritis. Systematic review. Interdisciplinary Rehabilitation / Rehabilitacion Interdisciplinaria 2024;4:90–90. https://doi.org/10.56294/ri202490.
38. Medinaceli Díaz KI, Silva Choque MM. Impacto y regulación de la Inteligencia Artificial en el ámbito sanitario. Rev IUS. 2021;15(48):77-113. Disponible en: https://www.scielo.org.mx/scielo.php?script=sci_arttext&pid=S1870-21472021000200077.
39. Milivoy A, Brusca MI, Garzon ML, Ferreira AV. Causes and consequences of premature loss of primary teeth - literature review. Health Leadership and Quality of Life 2024;3:.555-.555. https://doi.org/10.56294/hl2024.555.
40. Molina YG, Socorro ALA, Forcelledo AH, Falero DML, Silva JWSJW. Teaching media system for the Pediatric Dentistry course in the Stomatology career. Odontologia (Montevideo) 2024;2:131–131. https://doi.org/10.62486/agodonto2024131.
41. Mosquera ASB, Suárez NR, Rosales MTDJDLP, Buelna-Sánchez R, Vásquez MPR, Barrios BSV, et al. Gamification and development of social skills in education. AG Salud 2024;2:58–58. https://doi.org/10.62486/agsalud202458.
42. Mosquera EP, Palacios JFP. Principles that guide entry, promotion and permanence in administrative career jobs. SCT Proceedings in Interdisciplinary Insights and Innovations 2024;2:236–236. https://doi.org/10.56294/piii2024236.
43. Nachiappan B, Rajkumar N, Viji C, Mohanraj A. Artificial and Deceitful Faces Detection Using Machine Learning. Salud, Ciencia y Tecnología - Serie de Conferencias 2024;3:611–611. https://doi.org/10.56294/sctconf2024611.
44. Oladokun BD, Dogara K, Yusuf M. Students’ Attitudes and Experiences with ChatGPT as a Reference Service Tool in a Nigerian University: A Comprehensive Analysis of User Perceptions. Gamification and Augmented Reality 2024;2:36–36. https://doi.org/10.56294/gr202436.
45. Padilla MBM, Martínez VAV, Moya CAV. Interpretation by literature review of the use of calcium hydroxide as an intra-ductal medication. Salud, Ciencia y Tecnología 2024;4:924–924. https://doi.org/10.56294/saludcyt2024924.
46. Pazmiño Linares SA, Carriel Sevillano RP, Mosquera Viejó JL. Importancia de los sistemas de información para tomar mejores decisiones empresariales. CCD [Internet]. 5 de enero de 2023 [citado 26 de junio de 2024];6(1):87-101. Disponible en: https://cienciadigital.org/revistacienciadigital2/index.php/ConcienciaDigital/article/view/2442.
47. Pérez EGS, Caraveo M del CS, Galicia MF. Social capital in small industrial firms and its link with innovation. Data and Metadata 2024;3:227–227. https://doi.org/10.56294/dm2024227.
48. Preciado Rodríguez AJ, Valles Coral MA, Lévano Rodríguez D. Importancia del uso de sistemas de información en la automatización de historiales clínicos, una revisión sistemática. Rev Cubana Inform Méd. 2021;13(1):12-25. Disponible en: http://scielo.sld.cu/scielo.php?script=sci_arttext&pid=S1684-18592021000100012.
49. Quispe RES, Mendoza VEL, Arenas LMDR de, Camones CHP, Soncco JPT. Academic self-efficacy and anxiety about English learning in university students. Data and Metadata 2024;3:239–239. https://doi.org/10.56294/dm2024239.
50. Ramirez GAM, Murillo MYR, Valderrama PJC, Patiño ML, Mora YJR. Analysis of the strategic plan for the Acuña Ventures SAS company in Yopal city, Colombia. Management (Montevideo) 2024;2:29–29. https://doi.org/10.62486/agma202429.
51. Rodríguez Jústiz F, Fernández Núñez A, Baly Gil A. Apreciaciones sobre la clasificación internacional de enfermedades. Rev Cubana Hig Epidemiol. 2000;38(3):215-219. Disponible en: https://revepidemiologia.sld.cu/index.php/hie/article/view/876.
52. Rodríguez MAG, Lesmes DDM, Castillo VS. Identification of rural contexts associated with cane cultivation Panelera: Santa Rita farm, Vereda Aguas Claras, Municipality of Albania, Caquetá. Southern Perspective / Perspectiva Austral 2024;2:24–24. https://doi.org/10.56294/pa202424.
53. Ruiz Muniesa R, Porras Infantes V, Correas Escanero B, Montserrat Maestro S, López Gil JL, Hanescu C. Interoperabilidad en sistemas de información de salud: conceptos, retos y oportunidades. Ocronos. 2024;7(9):165.
54. Ruiz RB, Velásquez JD. Inteligencia artificial al servicio de la salud del futuro. Rev Méd Clín Las Condes. 2023;34(1):84-91. Disponible en: https://www.elsevier.es/es-revista-revista-medica-clinica-las-condes-202-articulo-inteligencia-artificial-al-servicio-salud-S0716864023000032.
55. Sáenz Bajo N, Álvaro Ballesteros M. Redes neuronales: concepto, aplicaciones y utilidad en medicina. Aten Primaria. 2022;30(2):119-120. doi:10.1016/S0212-6567(02)70437-81.
56. Soon GY, Abdullah NACB, Rahman NA binti A, Suyan Z, Yiming C. Integrating AI Chatbots in ESL and CFL Instruction: Revolutionizing Language Learning with Artificial Intelligence. LatIA 2024;2:23–23. https://doi.org/10.62486/latia202423.
57. Soto-Castillo D, Wong-Silva J, Bory-Porras LG, Ramírez-Gómez M. Pleomorphic adenoma in an adolescent, about a clinical case. Odontologia (Montevideo) 2024;2:145–145. https://doi.org/10.62486/agodonto2024145.
58. Suarez N, Páramo M, Rodríguez C, Ron M, Hernández-Runque E. Working conditions and health effects of workers in a microware manufacturer of medical furniture, Maracay 2019. Management (Montevideo) 2024;2:27–27. https://doi.org/10.62486/agma20245.
59. Suárez YS, León MM, Nariño AH. Scientific production related to the impact of logistics on gentrification processes. Gentrification 2024;2:65–65. https://doi.org/10.62486/gen202465.
60. Swathi P, Tejaswi DS, Khan MA, Saishree M, Rachapudi VB, Anguraj DK. Real-time number plate detection using AI and ML. Gamification and Augmented Reality 2024;2:37–37. https://doi.org/10.56294/gr202437.
61. Uwhejevwe-Togbolo SE, Elugom UF, Ofomaja NI. Ethical use of data in the metaverse for corporate social responsibility. Metaverse Basic and Applied Research 2024;3:61–61. https://doi.org/10.56294/mr202461.
62. Uwhejevwe-Togbolo SE, Ighosewe FE, Ubogu EF. Accounting firm performance and the metaverse realism in Nigeria. Metaverse Basic and Applied Research 2024;3:69–69. https://doi.org/10.56294/mr202469.
63. Wong-Silva J, Bory-Porras LG, Ramírez-Gómez M. Parotid Ductal Carcinoma with skin metastasis. Odontologia (Montevideo) 2024;2:133–133. https://doi.org/10.62486/agodonto2024133.
64. Zapana-Tito M, Dávalos-Durand S, Hernández-Uchuya M, Avendaño-Gabriel M, Gómez-Livias M, Rojas-Carbajal M, et al. Clinical and epidemiological factors associated with post-traumatic stress in medical interns during the COVID-19 pandemic in a Peruvian hospital, 2021. Salud, Ciencia y Tecnología 2024;4:923–923. https://doi.org/10.56294/saludcyt2024923.
Published
Issue
Section
License
Copyright (c) 2024 Alejandro Araujo Inastrilla, Carlos Rafael Araujo Inastrilla , Mayelin Llosa Santana , Dayami Gutiérrez Vera, Briana Lauren Soret Espinosa, Tania Rosa González García (Author)

This work is licensed under a Creative Commons Attribution 4.0 International License.
The article is distributed under the Creative Commons Attribution 4.0 License. Unless otherwise stated, associated published material is distributed under the same licence.