New Paradigms in Digital Health and The Internal Medicine of The Future

Autores

  • Juliana Sá Serviço de Medicina Interna, Unidade Local de Saúde Santo António, Porto, Portugal- Faculdade de Ciências da Saúde, Universidade da Beira Interior, Covilhã, Portugal https://orcid.org/0000-0002-6776-7789
  • Henrique Martins Faculdade de Ciências da Saúde, Universidade da Beira Interior, Covilhã, Portugal. Iscte-Sintra, Iscte-IUL, Lisboa, Portugal https://orcid.org/0000-0001-7535-5103

DOI:

https://doi.org/10.24950/rspmi.2584

Palavras-chave:

Artificial Intelligence, Digital Health, Internal Medicine

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Referências

Global strategy on digital health 2020-2025 [Internet]. 2021 [cited. Available from: http://apps.who.int/bookorders.

Sheppard MK. mHealth Apps: Disruptive Innovation, Regulation, and Trust-A Need for Balance. Med Law Rev. 2020;28:549-72. doi: 10.1093/medlaw/fwaa019.

Klodmann J, Schlenk C, Hellings-Kuß A, Bahls T, Unterhinninghofen R, Albu-SchäfferSch A, et al. An introduction to robotically assisted surgical systems: current developments and focus areas of research. Curr Robotics Rep.2021;2:1-12. doi: 10.1007/s43154-021-00064-3

Fürstenau D, Gersch M, Schreiter S. Digital Therapeutics (DTx). Bus Inf Syst Eng. 2023;65:349–60. doi: 10.1007/S12599-023-00804-Z/FIGURES/2

Santoro E, Boscherini L, Caiani EG. Digital therapeutics: a systematic review of clinical trials characteristics. Eur Heart J. 2021;42. doi: 10.1093/eurheartj/ehab724.3115

Tait RJ, Castro RP, Kirkman JJL, Moore JC, Schaub MP. A Digital Intervention Addressing Alcohol Use Problems (the “Daybreak” Program): Quasi-Experimental Randomized Controlled Trial. J Med Internet Res; 2019;21. doi: 10.2196/14967

Zill JM, Christalle E, Meyer B, Härter M, Dirmaier J. The Effectiveness of an Internet Intervention Aimed at Reducing Alcohol Consumption in Adults. Dtsch Arztebl Int. 2019;116:127-33. doi: 10.3238/arztebl.2019.0127.

Iacoviello BM, Steinerman JR, Klein DB, Silver TL, Berger AG, Luo SX, et al. Clickotine, A Personalized Smartphone App for Smoking Cessation: Initial Evaluation. JMIR Mhealth Uhealth. 2017;5:e56. doi: 10.2196/mhealth. 7226.

Kumar S, Tran JLA, Moseson H, Tai C, Glenn JM, Madero EN, et al. The Impact of the Virtual Cognitive Health Program on the Cognition and Mental Health of Older Adults: Pre-Post 12-Month Pilot Study. JMIR Aging 2018;1:e12031 https://aging.jmir.org/2018/2/e12031.

Bott N, Kumar S, Krebs C, Glenn JM, Madero EN, Juusola JL. A Remote Intervention to Prevent or Delay Cognitive Impairment in Older Adults: Design, Recruitment, and Baseline Characteristics of the Virtual Cognitive Health (VC Health) Study. JMIR Res Protoc. 2018;7. doi: 10.2196/11368

Fitzpatrick SL, Mayhew M, Rawlings AM, Smith N, Nyongesa DB, Vollmer WM, et al. Evaluating the Implementation of a Digital Diabetes Prevention Program in an Integrated Health Care Delivery System Among Older Adults: Results of a Natural Experiment. Clin Diabetes. 2022;40:345-53. doi: 10.2337/cd21-0114.

Toelle TR, Utpadel-Fischler DA, Haas KK, Priebe JA. App-based multidisciplinary back pain treatment versus combined physiotherapy plus online education: a randomized controlled trial. NPJ Digit Med. 2019;2:34. doi: 10.1038/S41746-019-0109-X

Berman MA, Guthrie NL, Edwards KL, Appelbaum KJ, Njike VY, Eisenberg DM, et al. Change in glycemic control with use of a digital therapeutic in adults with type 2 diabetes: cohort study. JMIR Diabetes. 2018;3:e4. doi: 10.2196/DIABETES.9591

Christensen DR, Landes RD, Jackson L, Marsch LA, Mancino MJ, Chopra MP, et al. Adding an Internet-delivered treatment to an efficacious treatment package for opioid dependence. J Consult Clin Psychol. J Consult Clin Psychol; 2014;82:964–72. doi: 10.1037/A0037496

Rassouli F, Boutellier D, Duss J, Huber S, Brutsche MH. Digitalizing multidisciplinary pulmonary rehabilitation in COPD with a smartphone application: an international observational pilot study. Int J Chron Obstruct Pulmon Dis. Dove Press; 2018;13:3831. doi: 10.2147/COPD.S182880

Twomey C, O’Reilly G, Bültmann O, Meyer B. Effectiveness of a tailored, integrative Internet intervention (deprexis) for depression: Updated meta-analysis. PLoS One. 2020;15 :e0228100. doi: 10.1371/journal.pone.0228100

Meyer B, Bierbrodt J, Schröder J, Berger T, Beevers CG, Weiss M, et al. Effects of an Internet intervention (Deprexis) on severe depression symptoms: Randomized controlled trial. Internet Interv. 2015;2:48–59. doi: 10.1016/J.INVENT.2014.12.003

Patient Innovation | Sharing solutions, improving life [cited 2023 Oct 7]. Available from: https://patient-innovation.com/?language=pt-pt

Iqbal SMA, Mahgoub I, Du E, Leavitt MA, Asghar W. Advances in healthcare wearable devices. npj Flexible Electron. 2021;5:1–14. doi: 10.1038/s41528-021-00107-x

Wu RC, Ginsburg S, Son T, Gershon AS. Using wearables and self-management apps in patients with COPD: a qualitative study. ERJ Open Res. 2019;5:00036-2019. doi: 10.1183/23120541.00036-2019.

Bayoumy K, Gaber M, Elshafeey A, Mhaimeed O, Dineen EH, Marvel FA, et al. Smart wearable devices in cardiovascular care: where we are and how to move forward. Nat Rev Cardiol. 2021;18:581-99. doi: 10.1038/s41569-21-00522-7.

Rodriguez-León C, Villalonga C, Munoz-Torres M, Ruiz JR, Banos O. Mobile and Wearable Technology for the Monitoring of Diabetes-Related Parameters: Systematic Review. JMIR Mhealth Uhealth. 2021;9:e25138. doi: 10.2196/25138

Lee L-H, Braud T, Zhou P, Wang L, Xu D, Lin Z, et al. All one needs to know about metaverse: a complete survey on technological singularity, virtual ecosystem, and research agenda. arXiv:2110.05352. doi: 10.13140/RG.2.2.11200.05124/8

Yang D, Zhou J, Chen R, Song Y, Song Z, Zhang X, et al. Expert consensus on the metaverse in medicine. Clin eHealth. 2022;5:1–9. doi: 10.1016/j.ceh2022.02.001

Albujeer A, Khoshnevisan M. Metaverse and oral health promotion. Br Dent J. 2022;232:587. doi: 10.1038/S41415-022-4255-1

Kye B, Han N, Kim E, Park Y, Jo S. Educational applications of metaverse: possibilities and limitations. J Educ Eval Health Prof. 2021;18:32. doi: 10.3352/jeehp.2021.18.32.

Ahmadpour N, Randall H, Choksi H, Gao A, Vaughan C, Poronnik P. Virtual Reality interventions for acute and chronic pain management. Int J Biochem Cell Biol. 201;114:105568. doi: 10.1016/j.biocel.2019.105568.

Zeng Y, Zeng L, Zhang C, Cheng AS. The metaverse in cancer care: Applications and challenges. Asia Pac J Oncol Nurs. 2022;9:100111. doi: 10.1016/j.apjon.2022.100111

Usmani SS, Sharath M, Mehendale M. Future of mental health in the metaverse. Gen Psychiatr. 2022;35:e100825. doi: 10.1136/gpsych-2022-100825.

Muggleton S. Alan Turing and the development of Artificial Intelligence. AI Communications. 2014;27:3-10 doi: 10.3233/AIC-130579

Ferretti A, Schneider M, Blasimme A. Machine Learning in Medicine: European Data Protection Law Review. 2018;4:320–32. doi: 10.21552/edpl/2018/3/10

Ingelman-Sundberg M. Personalized medicine into the next generation. J Intern Med. 2015;277:152–4. doi: 10.1111/JOIM.12325

Kulkarni PA, Singh H. Artificial Intelligence in Clinical Diagnosis: Opportunities, Challenges, and Hype. JAMA. 2023;330:317–8. doi: 10.1001/jama.2023.11440

Park JH, Cho HE, Kim JH, Wall MM, Stern Y, Lim H, et al. Machine learning prediction of incidence of Alzheimer’s disease using large-scale administrative health data. NPJ Digit Med. NPJ Digit Med. 2020;3:46. doi: 10.1038/S41746-020-0256-0

Tigga NP, Garg S. Prediction of Type 2 Diabetes using Machine Learning Classification Methods. Procedia Comput Sci. 2020;167:706–16. doi: 10.1016/J.procs.2020.03.336

Gonsalves AH, Thabtah F, Mohammad RMA, Singh G. Prediction of coronary heart disease using machine learning: An experimental analysis. ACM International Conference Proceeding Series. Association for Computing Machinery; 2019;51–6. doi: 10.1145/3342999.3343015

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Publicado

17-05-2024

Como Citar

1.
Sá J, Martins H. New Paradigms in Digital Health and The Internal Medicine of The Future. RPMI [Internet]. 17 de Maio de 2024 [citado 22 de Dezembro de 2024];31(1 - Edição Especial):26-30. Disponível em: https://revista.spmi.pt/index.php/rpmi/article/view/2584

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