The impact of AI-driven remote patient monitoring on cancer care: A systematic review

Journal article

Aziz, Fayha, Bianchini, Diletta, Olawade, David B. and Boussios, Stergios 2025. The impact of AI-driven remote patient monitoring on cancer care: A systematic review. Anticancer Research. 45 (2), pp. 407-418. https://doi.org/10.21873/anticanres.17430
AuthorsAziz, Fayha, Bianchini, Diletta, Olawade, David B. and Boussios, Stergios
AbstractThe coronavirus disease 2019 (COVID-19) pandemic necessitated a shift in healthcare delivery, emphasizing the need for remote patient monitoring (RPM) to minimize infection risks. This review aimed to evaluate the applications of artificial intelligence (AI) in RPM for cancer patients, exploring its impact on patient outcomes and implications for future healthcare practices. A qualitative systematic review was conducted using keyword searches across four databases: Embase OVID, PubMed, PsychInfo, and Web of Science. After removing duplicates and applying inclusion and exclusion criteria, the selected studies underwent quality assessment using the Critical Appraisal Skills Programme (CASP) tools and a risk of bias assessment. A thematic analysis was then performed using Delve, an application that facilitates deductive coding, to identify and explore themes related to AI in RPM. The search yielded 170 papers, from which 11 quantitative studies were selected for detailed analysis. Deductive coding resulted in the generation of 12 codes, leading to the identification of six subthemes and the construction of two primary themes: Efficacy of the RPM intervention and patient factors. AI systems in RPM show significant potential for enhancing cancer patient care and outcomes. However, this review could not conclusively determine that RPM provides superior outcomes compared to traditional face-to-face care. The findings underscore the preliminary nature of AI in medicine, highlighting the need for larger-scale, long-term studies to fully understand the benefits and limitations of AI in RPM for cancer care. [Abstract copyright: Copyright © 2025 International Institute of Anticancer Research (Dr. George J. Delinasios), All rights reserved.]
KeywordsPatient outcomes; Telemedicine; Artificial intelligence; Remote patient monitoring; Cancer care; Review
Year2025
JournalAnticancer Research
Journal citation45 (2), pp. 407-418
PublisherAnticancer Research USA
ISSN1791-7530
Digital Object Identifier (DOI)https://doi.org/10.21873/anticanres.17430
Official URLhttps://ar.iiarjournals.org/content/45/2/407
Publication dates
OnlineFeb 2025
Publication process dates
Accepted08 Jan 2025
Deposited19 Feb 2025
Publisher's version
License
File Access Level
Open
Output statusPublished
Additional information

Publications router.

Permalink -

https://repository.canterbury.ac.uk/item/9q5qq/the-impact-of-ai-driven-remote-patient-monitoring-on-cancer-care-a-systematic-review

Download files

Publisher's version
407.full.pdf
License: CC BY-NC-ND 4.0
File access level: Open

  • 4
    total views
  • 0
    total downloads
  • 4
    views this month
  • 0
    downloads this month

Export as

Related outputs

Molecular biomarkers of glial activation and injury in epilepsy
Kalsariya, Reema A, Kavila, Dave, Shorter, Susan, Negi, Deepika, Goodall, Iain C A, Boussios, Stergios and Ovsepian, Saak V 2025. Molecular biomarkers of glial activation and injury in epilepsy. Drug Discovery Today. 30 (2), p. 104289. https://doi.org/10.1016/j.drudis.2025.104289
Construction of a prognostic survival model with tumor immune-related genes for breast cancer.
Guo, Shuai, Guo, Liang, Li, Jiangyun, Li, Jianguo, Zhang, Qiqi, Zhang, Jing, Boussios, Stergios and Toi, Masakazu 2024. Construction of a prognostic survival model with tumor immune-related genes for breast cancer. Translational Cancer Research. 13 (12), pp. 6919-6935. https://doi.org/10.21037/tcr-24-2137
AI-guided cancer therapy for patients with coexisting migraines
Olawade, D., Teke, J., Adeleye, K., Egbon, E., Weerasinghe, K., Ovespian, S. and Boussios, S. 2024. AI-guided cancer therapy for patients with coexisting migraines. Cancers. 16 (21), p. 3690. https://doi.org/10.3390/cancers16213690
An orthogonal approach for analysis of underivatized steroid hormones using ultrahigh performance supercritical fluid chromatography-mass spectrometry (UHPSFC-MS).
Devo, Perry, Cretu, Victoria, Radhakrishnan, Harsha, Hamilton-Pink, Darren, Boussios, Stergios and Ovsepian, S. 2024. An orthogonal approach for analysis of underivatized steroid hormones using ultrahigh performance supercritical fluid chromatography-mass spectrometry (UHPSFC-MS). Journal of Neural Transmission. https://doi.org/10.1007/s00702-024-02862-3
Bilateral dermoid ovarian cysts in a young woman - A case report and literature review
Pinnamaneni, Sravya, Sayani, Sunayana, Chilakuluri, Premsai and Boussios, Stergios 2024. Bilateral dermoid ovarian cysts in a young woman - A case report and literature review. Cancer diagnosis & prognosis. 4 (6), pp. 819-824. https://doi.org/10.21873/cdp.10402
Early adoption of innovation in HPV prevention strategies: closing the gap in cervical cancer.
Mahajan, Ishika, Kadam, Amogh, McCann, Lucy, Ghose, Aruni, Wakeham, Katie, Dhillon, Navjot Singh, Stanway, Susannah, Boussios, Stergios, Banerjee, Soirindhri, Priyadarshini, Ashwini, Sirohi, Bhawna, Torode, Julie S and Mitra, Swarupa 2024. Early adoption of innovation in HPV prevention strategies: closing the gap in cervical cancer. Ecancermedicalscience. 18, p. 1762. https://doi.org/10.3332/ecancer.2024.1762
Applying whole-genome and whole-exome sequencing in breast cancer: a review of the landscape
Hetvi Ganatra, Joecelyn Kirani Tan, Ana Simmons, Carola Maria Bigogno, Vatsala Khurana, Aruni Ghose, Adheesh Ghosh, Ishika Mahajan, Boussios, S., Akash Maniam and Olubukola Ayodele 2024. Applying whole-genome and whole-exome sequencing in breast cancer: a review of the landscape. Breast Cancer.
Paediatric anatomical models in radiotherapy applications
Apte, V, Ghose, A, Linares, C A, Adeleke, S, Papadopoulos, V, Rassy, E and Boussios, S 2024. Paediatric anatomical models in radiotherapy applications. Clinical Oncology (Royal College of Radiologists (Great Britain)). https://doi.org/10.1016/j.clon.2024.06.051
Large language models in oncology: Revolution or cause for concern?
Caglayan, Aydin, Slusarczyk, Wojciech, Rabbani, Rukhshana Dina, Ghose, Aruni, Papadopoulos, Vasileios and Boussios, Stergios 2024. Large language models in oncology: Revolution or cause for concern? Current Oncology. 31 (4). https://doi.org/10.3390/curroncol31040137
Antibody drug conjugates in urological cancers: A review of the current landscape
Ghose, Aruni, Lapitan, Patricia, Apte, Vedika, Ghosh, Adheesh, Kandala, Abhinav, Basu, Sreejana, Parkes, Jo, Shinde, Sayali D, Boussios, Stergios, Sharma, Anand, Das, Prantik, Vasdev, Nikhil, Rebuzzi, Sara E, Ürün, Yüksel, Kanesvaran, Ravindran, Maniam, Akash and Banna, Giuseppe L 2024. Antibody drug conjugates in urological cancers: A review of the current landscape. Current Oncology Reports. https://doi.org/10.1007/s11912-024-01524-7
The application of radiomics and AI to molecular imaging for prostate cancer
Tapper, William, Carneiro, G., Mikropoulos, C., Thomas, Spencer A., Evans, P. and Boussios, S. 2024. The application of radiomics and AI to molecular imaging for prostate cancer. Journal of Personalized Medicine. 14 (3), p. 287. https://doi.org/10.3390/jpm14030287
Immunotherapy combined with standard therapies in head and neck squamous cell carcinoma - a meta-analysis
Eden, Daisy, Ghose, Aruni, Moschetta, Michele, Pérez-Fidalgo, José Alejandro, Rassy, Elie and Boussios, Stergios 2024. Immunotherapy combined with standard therapies in head and neck squamous cell carcinoma - a meta-analysis. Anticancer Research. 44 (3), pp. 861-878. https://doi.org/10.21873/anticanres.16880
Diagnostic biomarkers in ovarian cancer: advances beyond CA125 and HE4
Ghose, A., McCann, Lucy, Makker, S., Mukherjee, Uma, Gullapalli, Sri Vidya Niharika, Erekkath, Jayaraj, Shih, Stephanie, Mahajan, Ishika, Sanchez, Elisabet, Uccello, Mario, Moschetta, Michele, Adeleke, S. and Boussios, Stergios 2024. Diagnostic biomarkers in ovarian cancer: advances beyond CA125 and HE4. Therapeutic Advances in Medical Oncology. 16, p. 1758835924123225. https://doi.org/10.1177/17588359241233225
A rare case of metaplastic breast carcinoma from India: Towards precision oncology (Case Report)
Soirindhri Banerjee, Ishika Mahajan, Aruni Ghose, Stergios Boussios and Shivam Chakraborty 2024. A rare case of metaplastic breast carcinoma from India: Towards precision oncology (Case Report). Cancer Reports. https://doi.org/10.1002/cnr2.1997
Stage 3 N2 lung cancer: A multidisciplinary therapeutic conundrum
Lily Carter, Vedika Apte, Arushi Shukla, Aruni Ghose, Raj Mamidi, Alexandra Petohazi, Shania Makker, Soirindhri Banerjee, Stergios Boussios and Giuseppe L. Banna 2024. Stage 3 N2 lung cancer: A multidisciplinary therapeutic conundrum. Current Oncology Reports. 26, pp. 65-79.
Frontiers of molecular biology of cancer
Boussios, S., Sanchez, E. and Sheriff, M. 2023. Frontiers of molecular biology of cancer. International Journal of Molecular Sciences.
Frontiers of ovarian carcinosarcoma
Ismail, A., Choi, S. and Boussios, S. 2023. Frontiers of ovarian carcinosarcoma. Current Treatment Options in Oncology. https://doi.org/10.1007/s11864-023-01138-4
Astragaloside IV enhances the sensitivity of breast cancer stem cells to paclitaxel by inhibiting stemness
Ping Huang, Huachao Li, Liping Ren, Haimei Xie, Liushan Chen, Yuqi Liang, Yuyu Hu, Heloisa Sobreiro Selistre-de-Araujo, Stergios Boussios, Sachin R. Jhawar, Rutao Cui, Qian Zuo and Qianjun Chen 2023. Astragaloside IV enhances the sensitivity of breast cancer stem cells to paclitaxel by inhibiting stemness. Translational Cancer Research. 12 (12).
Hallmarks of the tumour microenvironment of gliomas and its interaction with emerging immunotherapy modalities
Christian A. Linares, Anjana Varghese, Aruni Ghose, Sayali D. Shinde, Sola Adeleke, Elisabet Sanchez, Matin Sheriff, Cyrus Chargari, Elie Rassy and Stergios Boussios 2023. Hallmarks of the tumour microenvironment of gliomas and its interaction with emerging immunotherapy modalities. International Journal of Molecular Sciences. 24 (17), p. 13215. https://doi.org/10.3390/ijms241713215
Prognostic factors in patients with metastatic spinal cord compression secondary to lung cancer—A retrospective UK single-centre study
Anna Vassiliou, Temidayo Osunronbi, Synthia Enyioma, Gerardo Rago, Afroditi Karathanasi, Aruni Ghose, Matin Sheriff, Christos Mikropoulos, Elisabet Sanchez, Michele Moschetta, Cyrus Chargari, Elie Rassy and Stergios Boussios 2023. Prognostic factors in patients with metastatic spinal cord compression secondary to lung cancer—A retrospective UK single-centre study. Cancers. 15 (18), p. 4432. https://doi.org/10.3390/cancers15184432
Exosomes in the diagnosis and treatment of renal cell cancer
Boussios, S., Devo, P., Goodall, Iain C A, Sirlantzis, Konstantinos, Ghose, A., Shinde, Sayali D, Papadopoulos, Vasileios, Sanchez, Elisabet, Rassy, E. and Ovsepian, Saak V 2023. Exosomes in the diagnosis and treatment of renal cell cancer. International Journal of Molecular Sciences. 24 (18), p. 14356. https://doi.org/10.3390/ijms241814356
Immunotherapy for advanced urothelial carcinoma (UC): rational and current evidence
Mario Uccello, Sola Adeleke, Michele Moschetta, Aruni Ghose and Stergios Boussios 2023. Immunotherapy for advanced urothelial carcinoma (UC): rational and current evidence. Annals of Palliative Medicine. https://doi.org/10.21037/apm-22-1350
Clinical challenges in the management of malignant ovarian germ cell tumours
Iqra Saani, Nitish Raj, Raja Sood, Shahbaz Ansari, Haider Abbas Mandviwala, Elisabet Sanchez and Stergios Boussios 2023. Clinical challenges in the management of malignant ovarian germ cell tumours. International Journal of Environmental Research and Public Health. 20 (12), p. 6089.
Impact of COVID-19 on cancer services and patients' outcomes: a retrospective single-center study
Baijaeek Sain, Arnab Gupta, Aruni Ghose, Sudip Halder, Samir Bhattacharya, Radha Raman Mondal, Subhamoy Paul, Chandrakanth Are and Stergios Boussios 2023. Impact of COVID-19 on cancer services and patients' outcomes: a retrospective single-center study. Annals of Translational Medicine. 11 (9). https://doi.org/10.21037/atm-22-5876
Advances in adoptive T-cell therapy for metastatic melanoma
Das, Aparimita, Ghose, Aruni, Naicker, Kevin, Sanchez, Elisabet, Chargari, Cyrus, Rassy, Elie and Boussios, S. 2023. Advances in adoptive T-cell therapy for metastatic melanoma. Current Research in Translational Medicine. 71 (3), p. 103404. https://doi.org/10.1016/j.retram.2023.103404
Prostate cancer - what about oligometastatic disease and stereotactic ablative radiotherapy? - a narrative review
Boussios, S., Saxby, H. and Mikropoulos, C. 2023. Prostate cancer - what about oligometastatic disease and stereotactic ablative radiotherapy? - a narrative review. Annals of Palliative Medicine. 12 (3). https://doi.org/10.21037/apm-22-828
HPV and cervical cancer: A review of epidemiology and screening uptake in the UK
Sunyoung Choi, Ayden Ismail, George Pappas-Gogos and Stergios Boussios 2023. HPV and cervical cancer: A review of epidemiology and screening uptake in the UK. Pathogens (Basel, Switzerland). 12 (2). https://doi.org/10.3390/pathogens12020298
Constrictive pericarditis–a cloak camouflaging lymphoma
Delanthabettu Venugopala, Nikhil Victor Dsouza, Vishak Acharya, Maneesh Rai, Chaithra Gowthuvalli Venkataramana and Stergios Boussios 2022. Constrictive pericarditis–a cloak camouflaging lymphoma. Hematology Reports. 15 (1), pp. 166-171. https://doi.org/10.3390/hematolrep15010017