Published on in Vol 7, No 4 (2021): Oct-Dec

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/27850, first published .
Chatbot for Health Care and Oncology Applications Using Artificial Intelligence and Machine Learning: Systematic Review

Chatbot for Health Care and Oncology Applications Using Artificial Intelligence and Machine Learning: Systematic Review

Chatbot for Health Care and Oncology Applications Using Artificial Intelligence and Machine Learning: Systematic Review

Journals

  1. Yang L, Ng W, Lei X, Tan S, Wang Z, Yan M, Pargi M, Zhang X, Lim J, Gunasekeran D, Tan F, Lee C, Yeo K, Tan H, Ho H, Tan B, Wong T, Kwek K, Goh R, Liu Y, Ting D. Development and testing of a multi-lingual Natural Language Processing-based deep learning system in 10 languages for COVID-19 pandemic crisis: A multi-center study. Frontiers in Public Health 2023;11 View
  2. Adeoye J, Akinshipo A, Koohi-Moghadam M, Thomson P, Su Y. Construction of machine learning-based models for cancer outcomes in low and lower-middle income countries: A scoping review. Frontiers in Oncology 2022;12 View
  3. Prasitpuriprecha C, Pitakaso R, Gonwirat S, Enkvetchakul P, Preeprem T, Jantama S, Kaewta C, Weerayuth N, Srichok T, Khonjun S, Nanthasamroeng N. Embedded AMIS-Deep Learning with Dialog-Based Object Query System for Multi-Class Tuberculosis Drug Response Classification. Diagnostics 2022;12(12):2980 View
  4. Cohen Y, Amorim M, Reis J. Artificial Intelligence Trends and Applications in Service Systems. Applied Sciences 2022;12(24):13032 View
  5. Peng M, Wickersham J, Altice F, Shrestha R, Azwa I, Zhou X, Halim M, Ikhtiaruddin W, Tee V, Kamarulzaman A, Ni Z. Formative Evaluation of the Acceptance of HIV Prevention Artificial Intelligence Chatbots By Men Who Have Sex With Men in Malaysia: Focus Group Study. JMIR Formative Research 2022;6(10):e42055 View
  6. Rebelo N, Sanders L, Li K, Chow J. Learning the Treatment Process in Radiotherapy Using an Artificial Intelligence–Assisted Chatbot: Development Study. JMIR Formative Research 2022;6(12):e39443 View
  7. Luca S, Clausen M, Shaw A, Lee W, Krishnapillai S, Adi-Wauran E, Faghfoury H, Costain G, Jobling R, Aronson M, Liston E, Silver J, Shuman C, Chad L, Hayeems R, Bombard Y, Bernier F, Brudno M, Carroll J, Cohn R, Dhalla I, Friedman J, Hewson S, Jamieson T, Kodida R, Laberge A, Lerner-Ellis J, Mamdani M, Marshall C, Osmond M, Pham Q, Reble E, Rudzicz F, Seto E, Shastri-Estrada S, Smith M, Thorpe K, Ungar W. Finding the sweet spot: a qualitative study exploring patients’ acceptability of chatbots in genetic service delivery. Human Genetics 2023;142(3):321 View
  8. Walters N, Lindsey-Mills Z, Brangan A, Savage S, Schmidlen T, Morgan K, Tricou E, Betts M, Jones L, Sturm A, Campbell-Salome G. Facilitating family communication of familial hypercholesterolemia genetic risk: Assessing engagement with innovative chatbot technology from the IMPACT-FH study. PEC Innovation 2023;2:100134 View
  9. Sinha R, Deb Roy A, Kumar N, Mondal H. Applicability of ChatGPT in Assisting to Solve Higher Order Problems in Pathology. Cureus 2023 View
  10. Daniel T, de Chevigny A, Champrigaud A, Valette J, Sitbon M, Jardin M, Chevalier D, Renet S. Answering Hospital Caregivers’ Questions at Any Time: Proof-of-Concept Study of an Artificial Intelligence–Based Chatbot in a French Hospital. JMIR Human Factors 2022;9(4):e39102 View
  11. Scerri A, Morin K. Using chatbots like ChatGPT to support nursing practice. Journal of Clinical Nursing 2023;32(15-16):4211 View
  12. Taecharungroj V. “What Can ChatGPT Do?” Analyzing Early Reactions to the Innovative AI Chatbot on Twitter. Big Data and Cognitive Computing 2023;7(1):35 View
  13. Chow J, Sanders L, Li K. Design of an Educational Chatbot Using Artificial Intelligence in Radiotherapy. AI 2023;4(1):319 View
  14. Rodriguez‐Arrastia M, Martinez‐Ortigosa A, Ruiz‐Gonzalez C, Ropero‐Padilla C, Roman P, Sanchez‐Labraca N. Experiences and perceptions of final‐year nursing students of using a chatbot in a simulated emergency situation: A qualitative study. Journal of Nursing Management 2022;30(8):3874 View
  15. Chang I, Shih Y, Kuo K. Why would you use medical chatbots? interview and survey. International Journal of Medical Informatics 2022;165:104827 View
  16. D'Amico R, White T, Shah H, Langer D. I Asked a ChatGPT to Write an Editorial About How We Can Incorporate Chatbots Into Neurosurgical Research and Patient Care…. Neurosurgery 2023;92(4):663 View
  17. Hayakawa M, Watanabe O, Shiga K, Fujishita M, Yamaki C, Ogo Y, Takahashi T, Ikeguchi Y, Takayama T. Exploring types of conversational agents for resolving cancer patients’ questions and concerns: Analysis of 100 telephone consultations on breast cancer. Patient Education and Counseling 2023;106:75 View
  18. Okonkwo C, Amusa L, Twinomurinzi H. COVID-Bot, an Intelligent System for COVID-19 Vaccination Screening: Design and Development. JMIR Formative Research 2022;6(10):e39157 View
  19. Gupta L, Krusche M, Venerito V, Hügle T. Harnessing the potential of digital rheumatology. Health Policy and Technology 2023;12(1):100730 View
  20. Boggiss A, Consedine N, Hopkins S, Silvester C, Jefferies C, Hofman P, Serlachius A. Improving the Well-being of Adolescents With Type 1 Diabetes During the COVID-19 Pandemic: Qualitative Study Exploring Acceptability and Clinical Usability of a Self-compassion Chatbot. JMIR Diabetes 2023;8:e40641 View
  21. Taber P, Armin J, Orozco G, Del Fiol G, Erdrich J, Kawamoto K, Israni S. Artificial Intelligence and Cancer Control: Toward Prioritizing Justice, Equity, Diversity, and Inclusion (JEDI) in Emerging Decision Support Technologies. Current Oncology Reports 2023;25(5):387 View
  22. Terblanche N, Kidd M. Adoption Factors and Moderating Effects of Age and Gender That Influence the Intention to Use a Non-Directive Reflective Coaching Chatbot. SAGE Open 2022;12(2):215824402210961 View
  23. Ghosh A, Bir A. Evaluating ChatGPT's Ability to Solve Higher-Order Questions on the Competency-Based Medical Education Curriculum in Medical Biochemistry. Cureus 2023 View
  24. Chow J, Sanders L, Li K. Impact of ChatGPT on medical chatbots as a disruptive technology. Frontiers in Artificial Intelligence 2023;6 View
  25. Tawfik E, Ghallab E, Moustafa A. A nurse versus a chatbot ‒ the effect of an empowerment program on chemotherapy-related side effects and the self-care behaviors of women living with breast Cancer: a randomized controlled trial. BMC Nursing 2023;22(1) View
  26. Nehme M, Schneider F, Perrin A, Sum Yu W, Schmitt S, Violot G, Ducrot A, Tissandier F, Posfay-Barbe K, Guessous I. The Development of a Chatbot Technology to Disseminate Post–COVID-19 Information: Descriptive Implementation Study. Journal of Medical Internet Research 2023;25:e43113 View
  27. Lo C. What Is the Impact of ChatGPT on Education? A Rapid Review of the Literature. Education Sciences 2023;13(4):410 View
  28. Clark T. Investigating the Use of an Artificial Intelligence Chatbot with General Chemistry Exam Questions. Journal of Chemical Education 2023;100(5):1905 View
  29. Han S. The Contributions of Information and Communications Technology on the Sustainable Development of Artificial Intelligence in the Medical Field. Journal of Innovation and Development 2023;2(2):86 View
  30. Papachristou N, Kotronoulas G, Dikaios N, Allison S, Eleftherochorinou H, Rai T, Kunz H, Barnaghi P, Miaskowski C, Bamidis P. Digital Transformation of Cancer Care in the Era of Big Data, Artificial Intelligence and Data-Driven Interventions: Navigating the Field. Seminars in Oncology Nursing 2023;39(3):151433 View
  31. Giansanti D. The Chatbots Are Invading Us: A Map Point on the Evolution, Applications, Opportunities, and Emerging Problems in the Health Domain. Life 2023;13(5):1130 View
  32. Papachristou N, Kartsidis P, Anagnostopoulou A, Marshall-McKenna R, Kotronoulas G, Collantes G, Valdivieso B, Santaballa A, Conde-Moreno A, Domenech J, Kokoroskos E, Papachristou P, Sountoulides P, Levva S, Avgitidou K, Tychala C, Bakogiannis C, Stafylas P, Ramon Z, Serrano A, Tavares V, Fernandez-Luque L, Hors-Fraile S, Billis A, Bamidis P. A Smart Digital Health Platform to Enable Monitoring of Quality of Life and Frailty in Older Patients with Cancer: A Mixed-Methods, Feasibility Study Protocol. Seminars in Oncology Nursing 2023;39(3):151437 View
  33. Ramadhani C. Chatbots in Pharmacy: A Boon or a Bane for Patient Care and Pharmacy Practice?. Sciences of Pharmacy 2023;2(3):1 View
  34. Lo C, Hew K. A review of integrating AI-based chatbots into flipped learning: new possibilities and challenges. Frontiers in Education 2023;8 View
  35. Amin R, Darwin R, Dey B, Dhama K, Bin Emran T. Examining the differences between how doctors and artificial intelligence chatbots handle patient symptoms. International Journal of Surgery 2023;109(10):2892 View
  36. Nadarzynski T, Lunt A, Knights N, Bayley J, Llewellyn C. “But can chatbots understand sex?” Attitudes towards artificial intelligence chatbots amongst sexual and reproductive health professionals: An exploratory mixed-methods study. International Journal of STD & AIDS 2023;34(11):809 View
  37. Yang H, Wang F, Greenblatt M, Huang S, Zhang Y. AI Chatbots in Clinical Laboratory Medicine: Foundations and Trends. Clinical Chemistry 2023;69(11):1238 View
  38. Rao A, Pang M, Kim J, Kamineni M, Lie W, Prasad A, Landman A, Dreyer K, Succi M. Assessing the Utility of ChatGPT Throughout the Entire Clinical Workflow: Development and Usability Study. Journal of Medical Internet Research 2023;25:e48659 View
  39. Chakraborty C, Pal S, Bhattacharya M, Dash S, Lee S. Overview of Chatbots with special emphasis on artificial intelligence-enabled ChatGPT in medical science. Frontiers in Artificial Intelligence 2023;6 View
  40. Wu D, Bibault J. Pilot applications of GPT-4 in radiation oncology: Summarizing patient symptom intake and targeted chatbot applications. Radiotherapy and Oncology 2024;190:109978 View
  41. Bindra S, Jain R. Artificial intelligence in medical science: a review. Irish Journal of Medical Science (1971 -) 2023 View
  42. Turner J. Cancer Care by Committee to be Superseded by Personal Physician–Patient Partnership Informed by Artificial Intelligence. Cancer Biotherapy and Radiopharmaceuticals 2023;38(8):497 View
  43. Fayos De Arizón L, Viera E, Pilco M, Perera A, De Maeztu G, Nicolau A, Furlano M, Torra R. Artificial intelligence: a new field of knowledge for nephrologists?. Clinical Kidney Journal 2023;16(12):2314 View
  44. Ahmad A, Premanandan S, Langegård U, Cajander Å, Johansson B, Carlsson M, Tiblom Ehrsson Y. Positive Design Framework for Carer eSupport: Qualitative Study to Support Informal Caregivers of Patients With Head and Neck Cancer in Sweden. JMIR Cancer 2023;9:e45748 View
  45. Iannantuono G, Bracken-Clarke D, Floudas C, Roselli M, Gulley J, Karzai F. Applications of large language models in cancer care: current evidence and future perspectives. Frontiers in Oncology 2023;13 View
  46. Martins J, Branco F, Mamede H. Combining low-code development with ChatGPT to novel no-code approaches: A focus-group study. Intelligent Systems with Applications 2023;20:200289 View
  47. Yeo M, Lim S, Kumar A, Thompson A. Calculator for predicting the probability of faculty promotion in an academic medical centre. BMJ Leader 2023:leader-2023-000861 View
  48. Au J, Falloon C, Ravi A, Ha P, Le S. A Beta-Prototype Chatbot for Increasing Health Literacy of Patients With Decompensated Cirrhosis: Usability Study. JMIR Human Factors 2023;10:e42506 View
  49. Lee M, Contreras Alejandro J, IJsselsteijn W. Cultivating Gratitude with a Chatbot. International Journal of Human–Computer Interaction 2023:1 View
  50. Chen N, Huang C, Fan C, Lu L, Lin F, Liao J, Guo J. User Evaluation of a Chat-Based Instant Messaging Support Health Education Program for Patients With Chronic Kidney Disease: Preliminary Findings of a Formative Study. JMIR Formative Research 2023;7:e45484 View
  51. Webster E, Ahsan M, Perez L, Levi S, Thomas C, Christos P, Hickner A, Hamilton J, Babagbemi K, Cantillo E, Holcomb K, Chapman-Davis E, Sharaf R, Frey M. Chatbot Artificial Intelligence for Genetic Cancer Risk Assessment and Counseling: A Systematic Review and Meta-Analysis. JCO Clinical Cancer Informatics 2023;(7) View
  52. Suppadungsuk S, Thongprayoon C, Miao J, Krisanapan P, Qureshi F, Kashani K, Cheungpasitporn W. Exploring the Potential of Chatbots in Critical Care Nephrology. Medicines 2023;10(10):58 View
  53. You Y, Tsai C, Li Y, Ma F, Heron C, Gui X. Beyond Self-diagnosis: How a Chatbot-based Symptom Checker Should Respond. ACM Transactions on Computer-Human Interaction 2023;30(4):1 View
  54. Zhou Y. Realizing the Dream of Precision Oncology. The Journal of Molecular Diagnostics 2023;25(12):851 View
  55. Shane-Carson K, Smith D, Smith A, Seeley C. Retrospective chart analysis to determine the impact of a patient-facing digital risk stratification tool combined with a clinical screener for hereditary cancer genetic risk assessment triage in a community oncology clinic. Journal of Community Genetics 2023 View
  56. Singh B, Olds T, Brinsley J, Dumuid D, Virgara R, Matricciani L, Watson A, Szeto K, Eglitis E, Miatke A, Simpson C, Vandelanotte C, Maher C. Systematic review and meta-analysis of the effectiveness of chatbots on lifestyle behaviours. npj Digital Medicine 2023;6(1) View
  57. Patil N, Huang R, van der Pol C, Larocque N. Comparative Performance of ChatGPT and Bard in a Text-Based Radiology Knowledge Assessment. Canadian Association of Radiologists Journal 2023 View
  58. Yamson G. Immediacy as a better service: Analysis of limitations of the use of ChatGPT in library services. Information Development 2023 View
  59. Dhopte A, Bagde H. Smart Smile: Revolutionizing Dentistry With Artificial Intelligence. Cureus 2023 View
  60. Orpin J, Rodriguez A, Harrop D, Mills E, Campbell F, Martin-Kerry J, Turner J, Horsman J, Painter J, Julian M, Dimitri P, Howsley P, Swallow V. Supportive use of digital technologies during transition to adult healthcare for young people with long-term conditions, focusing on Type 1 diabetes mellitus: A scoping review. Journal of Child Health Care 2023 View
  61. Albino de Queiroz D, Silva Passarello R, Veloso de Moura Fé V, Rossini A, Folchini da Silveira E, Aparecida Isquierdo Fonseca de Queiroz E, André da Costa C. A wearable chatbot-based model for monitoring colorectal cancer patients in the active phase of treatment. Healthcare Analytics 2023;4:100257 View
  62. Lim Z, Pushpanathan K, Yew S, Lai Y, Sun C, Lam J, Chen D, Goh J, Tan M, Sheng B, Cheng C, Koh V, Tham Y. Benchmarking large language models’ performances for myopia care: a comparative analysis of ChatGPT-3.5, ChatGPT-4.0, and Google Bard. eBioMedicine 2023;95:104770 View
  63. Al Kuwaiti A, Nazer K, Al-Reedy A, Al-Shehri S, Al-Muhanna A, Subbarayalu A, Al Muhanna D, Al-Muhanna F. A Review of the Role of Artificial Intelligence in Healthcare. Journal of Personalized Medicine 2023;13(6):951 View
  64. Bond A, Mccay K, Lal S. Artificial intelligence & clinical nutrition: What the future might have in store. Clinical Nutrition ESPEN 2023;57:542 View
  65. Lozano A, Blanco Fontao C. Is the Education System Prepared for the Irruption of Artificial Intelligence? A Study on the Perceptions of Students of Primary Education Degree from a Dual Perspective: Current Pupils and Future Teachers. Education Sciences 2023;13(7):733 View
  66. Annamalai N, Rashid R, Munir Hashmi U, Mohamed M, Harb Alqaryouti M, Eddin Sadeq A. Using chatbots for English language learning in higher education. Computers and Education: Artificial Intelligence 2023;5:100153 View
  67. Zhao J. Nursing in a posthuman era: Towards a technology-integrated ecosystem of care. International Journal of Nursing Sciences 2023;10(3):398 View
  68. Zhao Y, Gao C, Zhang L, Gao X, Zhang Z. The application of chatbot in gastroenterology nursing. Gastroenterology & Endoscopy 2023;1(3):136 View
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Books/Policy Documents

  1. Chow J. Artificial Intelligence in Medicine. View
  2. Damane B, Mkhize-Kwitshana Z, Kgokolo M, Luvhengo T, Dlamini Z. Artificial Intelligence and Precision Oncology. View
  3. Ferreira R, Gregório P, Coelho L, Reis S. Exploring the Convergence of Computer and Medical Science Through Cloud Healthcare. View
  4. Hammad R, Bhaja M, Patel J. Trends, Applications, and Challenges of Chatbot Technology. View
  5. Solanki R, Rajawat A, Gadekar A, Patil M. Handbook of Research on Instructional Technologies in Health Education and Allied Disciplines. View
  6. El rhatassi F, El Ghali B, Daoudi N. Proceedings of the 6th International Conference on Big Data and Internet of Things. View
  7. Tiwari A, Chugh A, Sharma A. Innovations in Artificial Intelligence and Human-Computer Interaction in the Digital Era. View