A chatbot for identifying and monitoring toxicities associated with antineoplastic chemotherapy in patients with cancer
PDF (Portuguese)
PDF
EPUB (Portuguese)
EPUB
HTML (Portuguese)
HTML

Keywords

Remote patient monitoring
Oncology
Drug-related side effects and adverse reactions
Biomedical technology

How to Cite

1.
Novack A da C, Kalinke LP, Soares JM dos S, Marcondes L, Marcon SS, Nogueira L de A. A chatbot for identifying and monitoring toxicities associated with antineoplastic chemotherapy in patients with cancer. Online Braz J Nurs [Internet]. 2026 Feb. 26 [cited 2026 May 31];24(Suppl2):e20256946. Available from: https://objnursing.uff.br/nursing/article/view/6946

Abstract

Objective: To develop a chatbot for the identification and monitoring of toxicities associated with intravenous antineoplastic chemotherapy in patients with cancer. Method: This methodological study was conducted between December 2023 and August 2025 and was based on the Interdisciplinary Method for the Development of Health Technologies, which comprises two phases and six activities. Phase 1 included Activity 1 – problem understanding and scoping review; Activity 2 – literature review; and Activity 3 – development of a low-fidelity prototype, prototype evaluation by nursing staff, and development of a high-fidelity prototype. Phase 2 comprised Activity 4 – development of the interactive prototype; Activity 5 – usability analysis and content validation; and Activity 6 – final writing and technology registration. Results were analyzed using the Content Validity Index (CVI > 90%) and usability assessment conducted with the System Usability Scale (score range, 0-100). Results: Nine symptoms most frequently reported in the literature supported the development of the chatbot. In the usability evaluation, 74.4% of users rated the system at the highest possible level of usability. In the content validation process, the achieved CVI was 90%. Conclusion: The chatbot demonstrated satisfactory content validity and usability, characterizing it as an appropriate technology to support health services in the remote monitoring of toxicities associated with chemotherapy, facilitating early identification and timely interventions.

PDF (Portuguese)
PDF
EPUB (Portuguese)
EPUB
HTML (Portuguese)
HTML

References

Valerio Netto A, Salvador ME. Challenges associated with the development of scientific projects and studies in digital health and mobile technologies. Rev Bras Enferm. 2020;73(6):e73n6. https://doi.org/10.1590/0034-7167.202073n601

Marengo LL, Kozyreff AM, Moraes F da S, Maricato LIG, Barberato-Filho S. Tecnologias móveis em saúde: reflexões sobre desenvolvimento, aplicações, legislação e ética. Rev Panam Salud Publica. 2023;46:e37. https://doi.org/10.26633/RPSP.2022.37

Silva NV de N da, Pontes CM, Sousa NFC de, Vasconcelos MGL de. Tecnologias em saúde e suas contribuições para a promoção do aleitamento materno: revisão integrativa da literatura. Cien Saude Colet. 2019;24(2):589-602. https://doi.org/10.1590/1413-81232018242.03022017

Scaratti M, Argenta C, Almeida WX de, Zanatta EA. Mobile application resources to selfcare and selfmanagement of type i diabetes mellitus: integrative review. Rev. Pesq.: Cuid. Fundam. 2021;13:1374-1380. https://doi.org/10.9789/2175-5361.rpcfo.v13.10020

Rodrigues FMS, Hinds PS, Nascimento LC. Adolescents’ understanding of chemotherapy-related adverse events: a concept elicitation study. Rev Lat Am Enfermagem. 2022;30(spe):e3717. https://doi.org/10.1590/1518-8345.6245.3718

Lugli VA, Lucca Filho J de. O uso do chatbot para a excelência em atendimento. Interface Tecnol. (Online). 2020;17(1):205-218. https://doi.org/10.31510/infa.v17i1.840

Albuquerque M dos S, Silva CDS, Gomes DM, Pinto MMM, Vasconcelos SP de. SUSi: chatbot na promoção do conhecimento da atenção primária à saúde. Cad. ESP (Online). 2023;17(1):e1516. https://doi.org/10.54620/cadesp.v17i1.1516

Empresa Brasileira de Serviços Hospitalares. Câncer: diagnóstico precoce aumenta chances de cura [Internet]. Brasília: Ministério da Saúde; 2023 [citado 2024 Fev 02]. Disponível em: https://www.gov.br/ebserh/pt-br/comunicacao/noticias/cancer-diagnostico-precoce-aumenta-chances-de-cura

Belfin RV, Shobana AJ, Manilal M, Mathew AA, Babu B. A Graph Based Chatbot for Cancer Patients. Proceedings of the 2019 5th International Conference on Advanced Computing & Communication Systems; 2019 Mar 15-16; Coimbatore, India: IEEE; 2019. p. 717-721. https://doi.org/10.1109/ICACCS.2019.8728499

Caldeira BM, Galbiatti-Dias ALS. Acompanhamento e avaliação dos efeitos adversos da quimioterapia em pacientes com câncer de mama. Revista Corpus Hippocraticum [Internet]. 2017 [citado 2024 Abr 18];1(1). Disponível em: https://revistas.unilago.edu.br/index.php/revista-medicina/article/view/8

Iuchno CW, Carvalho GPD. Toxicidade e efeitos adversos decorrente do tratamento quimioterápico antineoplásico em pacientes pediátricos: revisão integrativa. Ciênc. Saúde (Porto Alegre). 2019;12(1):e30329. https://doi.org/10.15448/1983-652X.2019.1.30329

Escobar GF. Incorporação de soluções digitais em oncologia e seu impacto na experiência do paciente [dissertação]. São Paulo: Fundação Getulio Vargas; 2021.

Aromataris E, Lockwood C, Porritt K, Pilla B, Jordan Z, editors. JBI Manual for Evidence Synthesis. Adelaide: JBI; 2024. https://doi.org/10.46658/JBIMES-24-01

Tricco AC, Lillie E, Zarin W, O’Brien KK, Colquhoun H, Levac D, et al. PRISMA Extension for Scoping Reviews (PRISMA-ScR): Checklist and Explanation. Ann Intern Med. 2018;169(7):467-473. https://doi.org/10.7326/m18-0850

Vasconcelos Filho JE, Brasil CCP, Rolim KMC, Silva Junior GB da, Silva RM da. MIDTS: método interdisciplinar para o desenvolvimento de tecnologias em saúde. In: Jorge MSB, Vergara CMAC, Sampaio HA de C, Moreira TMM, organizadoras. Tecnologias e-Health em Gestão em Saúde: fundamentos para seu desenvolvimento e avaliação. Curitiba: CRV; 2021. p. 49-66.

Tavares MB, Oliveira JR de, Silva VF da, Junior GB da S, Bendicho MT, Xavier RMF. Caracterização das reações adversas a quimioterápicos em um hospital filantrópico. Braz. J. Health Rev. 2020;3(2):2317-2326. https://doi.org/10.34119/bjhrv3n2-083

Alexandre NMC, Coluci MZO. Validade de conteúdo nos processos de construção e adaptação de instrumentos de medidas. Cien Saude Colet. 2011;16(7):3061-3068. https://doi.org/10.1590/S1413-81232011000800006

Lourenço DF, Carmona EV, Lopes MHB de M. Translation and Cross-Cultural Adaptation of the System Usability Scale to Brazilian Portuguese. Aquichan. 2022;22(2):e2228. https://doi.org/10.5294/aqui.2022.22.2.8

Majer CA, Duduchi M. Avaliação de usabilidade de simulador brasileiro de jogo de empresas. Braz J Dev. 2019;5(11):23768-23777. https://doi.org/10.34117/bjdv5n11-078

Roque G da SL, Souza RR de, Nascimento JWA do, Campos Filho AS de, Queiroz SR de M, Santos ICRV. Content validation and usability of a chatbot of guidelines for wound dressing. Int J Med Inform. 2021;151:104473. https://doi.org/10.1016/j.ijmedinf.2021.104473

Resende JVM, Silva JLL da, Soares R da S, Miranda P da S, Costa F dos S, Abreu WO de, et al. Aplicativos para celular na área da saúde: uma revisão integrativa. Res Soc Dev. 2022;11(11):e278111133481. https://doi.org/10.33448/rsd-v11i11.33481

Lima CSP, Barbosa S de FF. Mobile health applications: characterization of the scientific production of Brazilian nursing. Rev. Eletrônica Enferm. 2019;21:53278. https://doi.org/10.5216/ree.v21.53278

Garces KGV, Sousa TDV, Serra RB, Silveira WJA, Oliveira CA de S, Lima JG, et al. Saúde e bem-estar digital: uso de tecnologias na assistência de enfermagem. Europub Journal of Health Research. 2025;6(1):e5697. https://doi.org/10.54747/ejhrv6n1-006

Denis F, Basch E, Septans AL, Bennouna J, Urban T, Dueck AC, et al. Two-Year Survival Comparing Web-Based Symptom Monitoring vs Routine Surveillance Following Treatment for Lung Cancer. JAMA. 2019;321(3):306-307. https://doi.org/10.1001/jama.2018.18085

Ferreira MN, Ramseier JY, Leventhal JS. Dermatologic conditions in women receiving systemic cancer therapy. Int J Womens Dermatol. 2019;5(5):285-307. https://doi.org/10.1016/j.ijwd.2019.10.003

Marinho PML, Barbosa-Lima R, Santos JCDO, Santos DKDC, Costa JDS, Silva GM, et al. Toxicidades sistêmicas simultâneas relacionadas à quimioterapia do câncer de mama: um relato observacional e prospectivo. Rev. Enferm. Atual In Derme. 2022;96(40):e-021311. https://doi.org/10.31011/reaid-2022-v.96-n.40-art.1497

Morris RR, Kouddous K, Kshirsagar R, Schueller SM. Towards an Artificially Empathic Conversational Agent for Mental Health Applications: System Design and User Perceptions. J Med Internet Res. 2018;20(6):e10148. https://doi.org/10.2196/10148

Instituto Brasileiro de Geografia e Estatística. Pesquisa Nacional por Amostra de Domicílios Contínua: acesso à Internet e à televisão e posse de telefone móvel celular para uso pessoal 2023 [Internet]. Rio de Janeiro: IBGE; 2024 [citado 2025 Jul 29]. Disponível em: https://biblioteca.ibge.gov.br/visualizacao/livros/liv102107_informativo.pdf

Creative Commons License

This work is licensed under a Creative Commons Attribution 4.0 International License.

Copyright (c) 2026 Online Brazilian Journal of Nursing