{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,7,3]],"date-time":"2026-07-03T22:24:21Z","timestamp":1783117461421,"version":"3.54.6"},"reference-count":115,"publisher":"Elsevier BV","license":[{"start":{"date-parts":[[2026,9,1]],"date-time":"2026-09-01T00:00:00Z","timestamp":1788220800000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.elsevier.com\/tdm\/userlicense\/1.0\/"},{"start":{"date-parts":[[2026,9,1]],"date-time":"2026-09-01T00:00:00Z","timestamp":1788220800000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.elsevier.com\/legal\/tdmrep-license"},{"start":{"date-parts":[[2026,9,1]],"date-time":"2026-09-01T00:00:00Z","timestamp":1788220800000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-017"},{"start":{"date-parts":[[2026,9,1]],"date-time":"2026-09-01T00:00:00Z","timestamp":1788220800000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"},{"start":{"date-parts":[[2026,9,1]],"date-time":"2026-09-01T00:00:00Z","timestamp":1788220800000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-012"},{"start":{"date-parts":[[2026,9,1]],"date-time":"2026-09-01T00:00:00Z","timestamp":1788220800000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2026,9,1]],"date-time":"2026-09-01T00:00:00Z","timestamp":1788220800000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-004"}],"funder":[{"DOI":"10.13039\/100017950","name":"Shanghai Municipal Health Commission","doi-asserted-by":"publisher","id":[{"id":"10.13039\/100017950","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["82473196"],"award-info":[{"award-number":["82473196"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["82273425"],"award-info":[{"award-number":["82273425"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":["elsevier.com","sciencedirect.com"],"crossmark-restriction":true},"short-container-title":["Displays"],"published-print":{"date-parts":[[2026,9]]},"DOI":"10.1016\/j.displa.2026.103502","type":"journal-article","created":{"date-parts":[[2026,4,24]],"date-time":"2026-04-24T23:29:39Z","timestamp":1777073379000},"page":"103502","update-policy":"https:\/\/doi.org\/10.1016\/elsevier_cm_policy","source":"Crossref","is-referenced-by-count":0,"special_numbering":"C","title":["Digital therapeutics in cancer management and the emerging role of digital phenotyping"],"prefix":"10.1016","volume":"94","author":[{"given":"Bicong","family":"Cong","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Bingru","family":"Xu","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Xuchen","family":"Chen","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Yangming","family":"Ou","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Xiang","family":"Li","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Kevin","family":"Liu","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Shaohan","family":"Zhang","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Chunyu","family":"Fu","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Junxiang","family":"Fan","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Zelei","family":"Liu","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Shichun","family":"Jin","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Guoqi","family":"Li","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Zihao","family":"Qi","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Beiyuan","family":"Hu","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Tingting","family":"Kong","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Yan","family":"Zheng","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Xue-Jun","family":"Kong","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Jiang","family":"Long","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"78","reference":[{"key":"10.1016\/j.displa.2026.103502_b0005","unstructured":"World Health Organization. Cancer. (2025). Available at: https:\/\/www.who.int\/news-room\/fact-sheets\/detail\/cancer (accessed Nov 11, 2025)."},{"key":"10.1016\/j.displa.2026.103502_b0010","first-page":"209","article-title":"Global cancer statistics 2020: GLOBOCAN estimates of incidence and mortality worldwide for 36 cancers in 185 countries","volume":"71","author":"Sung","year":"2021","journal-title":"CA Cancer J. Clin."},{"key":"10.1016\/j.displa.2026.103502_b0015","doi-asserted-by":"crossref","first-page":"2420","DOI":"10.1097\/MS9.0000000000001869","article-title":"Can we improve therapeutic compliance in cancer patients? Report of a cross-sectional case series study in Morocco","volume":"86","author":"Mokhtari","year":"2024","journal-title":"Ann. Med. Surg. (Lond.)"},{"issue":"11","key":"10.1016\/j.displa.2026.103502_b0020","doi-asserted-by":"crossref","first-page":"1119","DOI":"10.1016\/j.annonc.2022.07.1941","article-title":"ESMO expert consensus statements on cancer survivorship: promoting high-quality survivorship care and research in Europe","volume":"33","author":"Vaz-Luis","year":"2022","journal-title":"Ann. Oncol."},{"key":"10.1016\/j.displa.2026.103502_b0025","doi-asserted-by":"crossref","first-page":"159","DOI":"10.1038\/s41746-020-00370-8","article-title":"Characteristics and challenges of the clinical pipeline of digital therapeutics","volume":"3","author":"Patel","year":"2020","journal-title":"NPJ Digit. Med."},{"key":"10.1016\/j.displa.2026.103502_b0030","doi-asserted-by":"crossref","first-page":"38","DOI":"10.1038\/s41746-023-00777-z","article-title":"Digital therapeutics from bench to bedside","volume":"6","author":"Wang","year":"2023","journal-title":"NPJ Digit. Med."},{"key":"10.1016\/j.displa.2026.103502_b0035","doi-asserted-by":"crossref","DOI":"10.2196\/64208","article-title":"The efficacy of digital interventions on adherence to oral systemic anticancer therapy among patients with cancer: systematic review and meta-analysis","volume":"11","author":"Liao","year":"2025","journal-title":"JMIR Cancer"},{"issue":"5","key":"10.1016\/j.displa.2026.103502_b0040","doi-asserted-by":"crossref","first-page":"e316","DOI":"10.1016\/S2589-7500(23)00049-3","article-title":"Digital health and telehealth in cancer care: a scoping review of reviews","volume":"5","author":"Shaffer","year":"2023","journal-title":"Lancet Digit. Health"},{"key":"10.1016\/j.displa.2026.103502_b0045","doi-asserted-by":"crossref","DOI":"10.2196\/38333","article-title":"Digital health interventions for adult patients with cancer evaluated in randomized controlled trials: scoping review","volume":"25","author":"Lee","year":"2023","journal-title":"J. Med. Internet Res."},{"key":"10.1016\/j.displa.2026.103502_b0050","article-title":"BlueStar\u00ae software system. 510(k) K230813 summary (U.S. Food & Drug","author":"WellDoc","year":"2023","journal-title":"Administration"},{"key":"10.1016\/j.displa.2026.103502_b0055","doi-asserted-by":"crossref","first-page":"e92","DOI":"10.2196\/jmir.4052","article-title":"Long-term outcomes of a web-based diabetes prevention program: 2-year results of a single-arm longitudinal study","volume":"17","author":"Sepah","year":"2015","journal-title":"J. Med. Internet Res."},{"key":"10.1016\/j.displa.2026.103502_b0060","unstructured":"Digital Therapeutics Alliance. Digital Therapeutics Alliance website. (2025). Available at: https:\/\/dtxalliance.org (accessed Nov 11, 2025)."},{"key":"10.1016\/j.displa.2026.103502_b0065","year":"2018","journal-title":"Administration"},{"issue":"1","key":"10.1016\/j.displa.2026.103502_b0070","doi-asserted-by":"crossref","first-page":"149","DOI":"10.1007\/s40429-023-00523-1","article-title":"Use of digital health and digital therapeutics to treat SUD in criminal justice settings: a review","volume":"11","author":"Sawyer-Morris","year":"2024","journal-title":"Curr. Addict. Rep."},{"key":"10.1016\/j.displa.2026.103502_b0075","doi-asserted-by":"crossref","DOI":"10.1002\/btm2.10536","article-title":"Digital therapeutics in the clinic","volume":"8","author":"Phan","year":"2023","journal-title":"Bioeng. Transl. Med."},{"key":"10.1016\/j.displa.2026.103502_b0080","year":"2020","journal-title":"Administration"},{"key":"10.1016\/j.displa.2026.103502_b0085","doi-asserted-by":"crossref","first-page":"1239","DOI":"10.1080\/17434440.2020.1852929","article-title":"Profile of Somryst prescription digital therapeutic for chronic insomnia: overview of safety and efficacy","volume":"17","author":"Morin","year":"2020","journal-title":"Expert Rev. Med. Devices"},{"key":"10.1016\/j.displa.2026.103502_b0090","year":"2020","journal-title":"Administration"},{"issue":"3","key":"10.1016\/j.displa.2026.103502_b0095","doi-asserted-by":"crossref","first-page":"e222","DOI":"10.1016\/S2589-7500(23)00244-3","article-title":"Characterisation of digital therapeutic clinical trials: a systematic review with natural language processing","volume":"6","author":"Miao","year":"2024","journal-title":"Lancet Digit. Health"},{"key":"10.1016\/j.displa.2026.103502_b0100","unstructured":"International Medical Device Regulators Forum (IMDRF). Software as a Medical Device (SaMD): Key Definitions. (2013). Available at: https:\/\/www.imdrf.org\/sites\/default\/files\/docs\/imdrf\/final\/technical\/imdrf-tech-131209-samd-key-definitions-140901.pdf (accessed Nov 11, 2025)."},{"key":"10.1016\/j.displa.2026.103502_b0105","doi-asserted-by":"crossref","unstructured":"International Electrotechnical Commission (IEC). IEC 62304:2006\/AMD1:2015 - Medical device software - Software life-cycle processes. IEC (2015).","DOI":"10.1049\/ic:20060141"},{"key":"10.1016\/j.displa.2026.103502_b0110","unstructured":"International Organization for Standardization (ISO). ISO\/TS 82304-2:2021 - Health software - Part 2: Health and wellness apps - Quality and reliability. ISO (2021)."},{"key":"10.1016\/j.displa.2026.103502_b0115","unstructured":"International Medical Device Regulators Forum (IMDRF). Software as a Medical Device (SaMD): Clinical Evaluation. (2017). Available at: https:\/\/www.imdrf.org\/sites\/default\/files\/docs\/imdrf\/final\/technical\/imdrf-tech-170921-samd-n41-clinical-evaluation_1.pdf (accessed Nov 11, 2025)."},{"issue":"1","key":"10.1016\/j.displa.2026.103502_b0120","article-title":"The digital therapeutics real-world evidence framework: an approach for guiding evidence-based digital therapeutics design, development, testing, and monitoring","volume":"26","author":"Hekler","year":"2024","journal-title":"J. Med. Internet Res."},{"key":"10.1016\/j.displa.2026.103502_b0125","unstructured":"Digital Therapeutics Alliance. DTA's Adoption & Interpretation of ISO's DTx Definition. (2023). Available at: https:\/\/dtxalliance.org\/wp-content\/uploads\/2023\/06\/DTA_FS_New-DTx-Definition.pdf (accessed April 1, 2025)."},{"key":"10.1016\/j.displa.2026.103502_b0130","unstructured":"U.S. Food and Drug Administration (FDA). De Novo Summary (DEN160018): reSET\u00ae for Substance Use Disorder. (2017). Available at: https:\/\/www.accessdata.fda.gov\/cdrh_docs\/reviews\/DEN160018.pdf (accessed Nov 11, 2025)."},{"key":"10.1016\/j.displa.2026.103502_b0135","unstructured":"U.S. Food and Drug Administration (FDA). K191716\/ Somryst\u00ae - Prescription Digital Therapeutic for Chronic Insomnia. (2020). Available at: https:\/\/www.accessdata.fda.gov\/cdrh_docs\/pdf19\/K191716.pdf (accessed Nov 11, 2025)."},{"key":"10.1016\/j.displa.2026.103502_b0140","series-title":"Department of Health and Human Services. Telehealth and remote patient monitoring: Billing and reimbursement guidance","author":"U.s.","year":"2022"},{"key":"10.1016\/j.displa.2026.103502_b0145","unstructured":"Federal Ministry of Health (German Bundesministerium f\u00fcr Gesundheit). Digital Healthcare Act (Digitale-Versorgung-Gesetz \u2013 DVG): Shaping the healthcare of tomorrow. BMG (2024).Available at: https:\/\/www.bundesgesundheitsministerium.de\/en\/digital-healthcare-act.html."},{"issue":"1","key":"10.1016\/j.displa.2026.103502_b0150","doi-asserted-by":"crossref","first-page":"55","DOI":"10.48286\/aro.2022.39","article-title":"Digital therapeutics in oncology: findings, barriers and prospects","volume":"2","author":"Gussoni","year":"2022","journal-title":"Ann. Res. Oncol."},{"issue":"3","key":"10.1016\/j.displa.2026.103502_b0155","doi-asserted-by":"crossref","first-page":"188","DOI":"10.4258\/hir.2022.28.3.188","article-title":"Clinical evaluation of digital therapeutics: present and future","volume":"28","author":"Huh","year":"2022","journal-title":"Healthc. Inform. Res."},{"issue":"43","key":"10.1016\/j.displa.2026.103502_b0160","doi-asserted-by":"crossref","first-page":"E1200","DOI":"10.1503\/cmaj.1095801","article-title":"How \u201cdigital therapeutics\u201d differ from traditional health and wellness apps","volume":"191","author":"Lougheed","year":"2019","journal-title":"CMAJ"},{"key":"10.1016\/j.displa.2026.103502_b0165","unstructured":"U.S. Food and Drug Administration. Software as a Medical Device (SaMD): Clinical Evaluation. (2018). Available at: https:\/\/www.fda.gov\/regulatory-information\/search-fda-guidance-documents\/software-medical-device-samd-clinical-evaluation (accessed Nov 11, 2025)."},{"key":"10.1016\/j.displa.2026.103502_b0170","doi-asserted-by":"crossref","first-page":"17066","DOI":"10.1038\/s41598-025-00916-4","article-title":"Analyzing metaverse-based digital therapies, their effectiveness, and potential risks in mental healthcare","volume":"15","author":"Buragohain","year":"2025","journal-title":"Sci. Rep."},{"issue":"10125","key":"10.1016\/j.displa.2026.103502_b0175","doi-asserted-by":"crossref","first-page":"1023","DOI":"10.1016\/S0140-6736(17)33326-3","article-title":"Global surveillance of trends in cancer survival 2000-14 (CONCORD-3): analysis of individual records for 37,513,025 patients in 71 countries","volume":"391","author":"Allemani","year":"2018","journal-title":"Lancet"},{"key":"10.1016\/j.displa.2026.103502_b0180","doi-asserted-by":"crossref","unstructured":"Singh, A. V. Digital therapeutics and its role in cancer treatment management: current development and future scope. Rev. Assoc. Med. Bras. (1992) 70(6), e20240183 (2024). doi: 10.1590\/1806-9282.20240183.","DOI":"10.1590\/1806-9282.20240183"},{"issue":"8","key":"10.1016\/j.displa.2026.103502_b0185","doi-asserted-by":"crossref","first-page":"635","DOI":"10.1016\/j.annonc.2023.06.003","article-title":"Digital therapeutics for remote symptom monitoring and management in cancer care: the current and future state","volume":"34","author":"Basch","year":"2023","journal-title":"Ann. Oncol."},{"issue":"10","key":"10.1016\/j.displa.2026.103502_b0190","doi-asserted-by":"crossref","DOI":"10.2196\/39764","article-title":"Evaluating the feasibility of a digital therapeutic program for patients with cancer during active treatment: pre-post interventional study","volume":"6","author":"Gudmundsson","year":"2022","journal-title":"JMIR Form. Res."},{"issue":"10","key":"10.1016\/j.displa.2026.103502_b0195","doi-asserted-by":"crossref","first-page":"1338","DOI":"10.1093\/jnci\/djac108","article-title":"Digital health applications in oncology: an opportunity to seize","volume":"114","author":"Parikh","year":"2022","journal-title":"J. Natl. Cancer Inst."},{"issue":"1","key":"10.1016\/j.displa.2026.103502_b0200","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1007\/s10147-024-02651-8","article-title":"Electronic patient-reported outcomes as digital therapeutics for patients with cancer: a narrative review of current practices and future directions","volume":"30","author":"Yamaguchi","year":"2025","journal-title":"Int. J. Clin. Oncol."},{"key":"10.1016\/j.displa.2026.103502_b0205","doi-asserted-by":"crossref","DOI":"10.2196\/49089","article-title":"Examining the effectiveness of electronic patient-reported outcomes in people with cancer: systematic review and meta-analysis","volume":"26","author":"Perry","year":"2024","journal-title":"J. Med. Internet Res."},{"issue":"6","key":"10.1016\/j.displa.2026.103502_b0210","doi-asserted-by":"crossref","first-page":"557","DOI":"10.1200\/JCO.2015.63.0830","article-title":"Symptom monitoring with patient-reported outcomes during routine cancer treatment: a randomized controlled trial","volume":"34","author":"Basch","year":"2016","journal-title":"J. Clin. Oncol."},{"key":"10.1016\/j.displa.2026.103502_b0215","unstructured":"Voluntis. Oleena \u2014 a prescription digital therapeutic for personalized symptom management and remote monitoring in oncology [online] (2019). Available at: https:\/\/www.voluntis.com\/."},{"key":"10.1016\/j.displa.2026.103502_b0220","doi-asserted-by":"crossref","DOI":"10.1016\/j.cllc.2025.07.016","article-title":"Feasibility, acceptability, and utility of remote patient-reported outcomes monitoring in patients with lung cancer: a Moovcare study","author":"Stover","year":"2025","journal-title":"Clin. Lung Cancer"},{"key":"10.1016\/j.displa.2026.103502_b0225","doi-asserted-by":"crossref","DOI":"10.2196\/51949","article-title":"Digital therapeutic (Mika) targeting distress in patients with cancer: results from a nationwide waitlist randomized controlled trial","volume":"26","author":"Springer","year":"2024","journal-title":"J. Med. Internet Res."},{"key":"10.1016\/j.displa.2026.103502_b0230","article-title":"Efficacy of the eHealth application Oncokompas, facilitating incurably ill cancer patients to self-manage their palliative care needs: a randomized controlled trial","volume":"18","author":"Schuit","year":"2022","journal-title":"Lancet Reg. Health Eur."},{"key":"10.1016\/j.displa.2026.103502_b0235","article-title":"Reasons for not reaching or using web-based self-management applications, and the use and evaluation of Oncokompas among cancer survivors, in the context of a randomised controlled trial","volume":"25","author":"van der Hout","year":"2021","journal-title":"Internet Interv."},{"issue":"4","key":"10.1016\/j.displa.2026.103502_b0240","doi-asserted-by":"crossref","first-page":"1225","DOI":"10.1038\/s41591-025-03507-y","article-title":"Symptom monitoring with electronic patient-reported outcomes during cancer treatment: final results of the PRO-TECT cluster-randomized trial","volume":"31","author":"Basch","year":"2025","journal-title":"Nat. Med."},{"key":"10.1016\/j.displa.2026.103502_b0245","series-title":"PCORI Final Research Reports (Patient-Centered Outcomes Research Institute","article-title":"Comparing the Effectiveness of Electronic Symptom Monitoring versus Usual Care in Improving Survival among Patients with Metastatic Cancer-The PRO-TECT Trial [Internet]","author":"Basch","year":"2024"},{"issue":"13","key":"10.1016\/j.displa.2026.103502_b0250","doi-asserted-by":"crossref","first-page":"11","DOI":"10.6004\/jnccn.2020.7639","article-title":"Telemedicine in oncology and reimbursement policy during COVID-19 and beyond","volume":"19","author":"Kircher","year":"2021","journal-title":"J. Natl. Compr. Canc. Netw."},{"issue":"3","key":"10.1016\/j.displa.2026.103502_b0255","doi-asserted-by":"crossref","first-page":"e200","DOI":"10.1016\/S2589-7500(21)00292-2","article-title":"Advancing digital health applications: priorities for innovation in real-world evidence generation","volume":"4","author":"Stern","year":"2022","journal-title":"Lancet Digit. Health"},{"key":"10.1016\/j.displa.2026.103502_b0260","doi-asserted-by":"crossref","first-page":"48","DOI":"10.1186\/s13098-022-00818-9","article-title":"Digital therapeutics and the need for regulation: how to develop products that are innovative, patient-centric and safe","volume":"14","author":"Rassi-Cruz","year":"2022","journal-title":"Diabetol. Metab. Syndr."},{"key":"10.1016\/j.displa.2026.103502_b0265","doi-asserted-by":"crossref","first-page":"1775","DOI":"10.3390\/cancers15061775","article-title":"A scoping review and a taxonomy to assess the impact of mobile apps on cancer care management","volume":"15","author":"Dhar","year":"2023","journal-title":"Cancers (Basel)"},{"issue":"7","key":"10.1016\/j.displa.2026.103502_b0270","doi-asserted-by":"crossref","first-page":"734","DOI":"10.1200\/JCO.20.02015","article-title":"Phase\u00fcIII randomized controlled trial of eRAPID: eHealth intervention during chemotherapy","volume":"39","author":"Absolom","year":"2021","journal-title":"J. Clin. Oncol."},{"issue":"1","key":"10.1016\/j.displa.2026.103502_b0275","doi-asserted-by":"crossref","first-page":"81","DOI":"10.1016\/j.jshs.2023.01.003","article-title":"A randomized controlled trial of promoting physical activity in regional and remote cancer survivors (PPARCS)","volume":"13","author":"Hardcastle","year":"2024","journal-title":"J. Sport Health Sci."},{"issue":"24","key":"10.1016\/j.displa.2026.103502_b0280","doi-asserted-by":"crossref","first-page":"2413","DOI":"10.1001\/jama.2022.9265","article-title":"Effect of electronic symptom monitoring on patient-reported outcomes among patients with metastatic cancer: a randomized clinical trial","volume":"327","author":"Basch","year":"2022","journal-title":"JAMA"},{"key":"10.1016\/j.displa.2026.103502_b0285","series-title":"In: Digital Health in Oncology: 2024 Refresh (Digital Therapeutics Alliance","article-title":"A review of four promising digital health solutions in oncology: digital therapeutics, remote monitoring, clinical decision support and wellness applications","author":"Campbell","year":"2024"},{"issue":"5","key":"10.1016\/j.displa.2026.103502_b0290","doi-asserted-by":"crossref","DOI":"10.1371\/journal.pdig.0000860","article-title":"Wearables research for continuous monitoring of patient outcomes: a scoping review","volume":"4","author":"Lodewyk","year":"2025","journal-title":"PLOS Digit. Health"},{"issue":"12","key":"10.1016\/j.displa.2026.103502_b0295","doi-asserted-by":"crossref","first-page":"1179","DOI":"10.1200\/OP.23.00210","article-title":"Effects of a cognitive behavioral digital therapeutic on anxiety and depression symptoms in patients with cancer: a randomized controlled trial","volume":"19","author":"Zion","year":"2023","journal-title":"JCO Oncol. Pract."},{"issue":"1","key":"10.1016\/j.displa.2026.103502_b0300","doi-asserted-by":"crossref","DOI":"10.2196\/12856","article-title":"When chatbots meet patients: one-year prospective study of conversations between patients with breast cancer and a chatbot","volume":"5","author":"Chaix","year":"2019","journal-title":"JMIR Cancer"},{"issue":"2","key":"10.1016\/j.displa.2026.103502_b0305","doi-asserted-by":"crossref","first-page":"e305","DOI":"10.1542\/peds.2007-3134","article-title":"A video game improves behavioral outcomes in adolescents and young adults with cancer: a randomized trial","volume":"122","author":"Kato","year":"2008","journal-title":"Pediatrics"},{"key":"10.1016\/j.displa.2026.103502_b0310","doi-asserted-by":"crossref","DOI":"10.2196\/58724","article-title":"Investigating the use of serious games for cancer control among children and adolescents: scoping review","volume":"12","author":"Kim","year":"2024","journal-title":"JMIR Serious Games"},{"issue":"1","key":"10.1016\/j.displa.2026.103502_b0315","doi-asserted-by":"crossref","first-page":"248","DOI":"10.1007\/s40520-025-03157-7","article-title":"Optimizing mobile app design for older adults: systematic review of age-friendly design","volume":"37","author":"Amouzadeh","year":"2025","journal-title":"Aging Clin. Exp. Res."},{"key":"10.1016\/j.displa.2026.103502_b0320","doi-asserted-by":"crossref","DOI":"10.2196\/53163","article-title":"Tailored Self-Management App to Support Older Adults With Cancer and Multimorbidity: Development and Usability Testing","volume":"7","author":"Sien","year":"2024","journal-title":"JMIR Aging"},{"issue":"1","key":"10.1016\/j.displa.2026.103502_b0325","doi-asserted-by":"crossref","DOI":"10.1016\/j.jgo.2022.09.013","article-title":"The development of an electronic geriatric assessment tool: Comprehensive health assessment for my plan (CHAMP)","volume":"14","author":"Cook","year":"2023","journal-title":"J. Geriatr. Oncol."},{"issue":"2","key":"10.1016\/j.displa.2026.103502_b0330","doi-asserted-by":"crossref","DOI":"10.1016\/j.jgo.2026.102895","article-title":"Primary endpoints in randomized controlled trials for older adults with cancer: A scoping review","volume":"17","author":"Mizutani","year":"2026","journal-title":"J. Geriatr. Oncol."},{"issue":"5","key":"10.1016\/j.displa.2026.103502_b0335","first-page":"313","article-title":"Survivorship care for people affected by advanced or metastatic cancer: MASCC-ASCO standards and practice recommendations","volume":"32","author":"Hart","year":"2024","journal-title":"Support Care Cancer"},{"key":"10.1016\/j.displa.2026.103502_b0340","article-title":"Interactive website for head and neck cancer patients: adherence and coping program to prevent dysphagia after radiation","volume":"18","author":"Shinn","year":"2019","journal-title":"Internet Interv."},{"issue":"3","key":"10.1016\/j.displa.2026.103502_b0345","doi-asserted-by":"crossref","first-page":"261","DOI":"10.1016\/j.jpainsymman.2024.05.033","article-title":"A digital therapeutic application (ePAL) to manage pain in patients with advanced cancer: a randomized controlled trial","volume":"68","author":"Kamdar","year":"2024","journal-title":"J. Pain Symptom Manage."},{"issue":"8","key":"10.1016\/j.displa.2026.103502_b0350","doi-asserted-by":"crossref","first-page":"910","DOI":"10.1200\/JCO.2014.57.9334","article-title":"Symptomatic toxicities experienced during anticancer treatment: agreement between patient and physician reporting in three randomized trials","volume":"33","author":"Di Maio","year":"2015","journal-title":"J. Clin. Oncol."},{"key":"10.1016\/j.displa.2026.103502_b0355","doi-asserted-by":"crossref","first-page":"104","DOI":"10.1186\/1477-7525-8-104","article-title":"Health care providers underestimate symptom intensities of cancer patients: a multicenter European study","volume":"8","author":"Laugsand","year":"2010","journal-title":"Health Qual. Life Outcomes"},{"key":"10.1016\/j.displa.2026.103502_b0360","article-title":"Real time remote symptom monitoring during chemotherapy for cancer: European multicentre randomised controlled trial (eSMART)","volume":"374","author":"Maguire","year":"2021","journal-title":"BMJ"},{"issue":"1","key":"10.1016\/j.displa.2026.103502_b0365","doi-asserted-by":"crossref","first-page":"29","DOI":"10.1038\/s41746-024-01387-z","article-title":"Randomized clinical trial of a digital integrative medicine intervention among patients undergoing active cancer treatment","volume":"8","author":"Mao","year":"2025","journal-title":"NPJ Digit. Med."},{"key":"10.1016\/j.displa.2026.103502_b0370","doi-asserted-by":"crossref","first-page":"196","DOI":"10.1038\/s41746-025-01602-5","article-title":"The comprehensive clinical benefits of digital phenotyping: from broad adoption to full impact","volume":"8","author":"Zhang","year":"2025","journal-title":"NPJ Digit. Med."},{"key":"10.1016\/j.displa.2026.103502_b0375","doi-asserted-by":"crossref","DOI":"10.1016\/j.ijmedinf.2023.105061","article-title":"Using digital phenotyping to understand health-related outcomes: a scoping review","volume":"174","author":"Lee","year":"2023","journal-title":"Int. J. Med. Inform."},{"issue":"7","key":"10.1016\/j.displa.2026.103502_b0380","doi-asserted-by":"crossref","first-page":"1691","DOI":"10.1038\/npp.2016.7","article-title":"Harnessing smartphone-based digital phenotyping to enhance behavioral and mental health","volume":"41","author":"Onnela","year":"2016","journal-title":"Neuropsychopharmacology"},{"issue":"3","key":"10.1016\/j.displa.2026.103502_b0385","first-page":"182","article-title":"Innovations in research and clinical care using patient-generated health data","volume":"70","author":"Jim","year":"2020","journal-title":"CA Cancer J. Clin."},{"key":"10.1016\/j.displa.2026.103502_b0390","doi-asserted-by":"crossref","first-page":"20172","DOI":"10.1038\/s41746-017-0002-4","article-title":"Impact of remote patient monitoring on clinical outcomes: an updated meta-analysis of randomized controlled trials","volume":"1","author":"Noah","year":"2018","journal-title":"NPJ Digit. Med."},{"issue":"5","key":"10.1016\/j.displa.2026.103502_b0395","doi-asserted-by":"crossref","first-page":"648","DOI":"10.1001\/jamaoncol.2024.0023","article-title":"Physical activity using a wearable device as an alternative to performance status in patients with advanced lung cancer","volume":"10","author":"Ito","year":"2024","journal-title":"JAMA Oncol."},{"issue":"3","key":"10.1016\/j.displa.2026.103502_b0400","doi-asserted-by":"crossref","first-page":"537","DOI":"10.1002\/cam4.1002","article-title":"Automated home monitoring and management of patient-reported symptoms during chemotherapy: results of the symptom care at home RCT","volume":"6","author":"Mooney","year":"2017","journal-title":"Cancer Med."},{"key":"10.1016\/j.displa.2026.103502_b0405","doi-asserted-by":"crossref","first-page":"171","DOI":"10.1038\/s41746-021-00540-2","article-title":"Smartphone-based digital phenotyping for dry eye toward P4 medicine: a crowdsourced cross-sectional study","volume":"4","author":"Inomata","year":"2021","journal-title":"NPJ Digit. Med."},{"key":"10.1016\/j.displa.2026.103502_b0410","doi-asserted-by":"crossref","DOI":"10.3389\/fonc.2021.673581","article-title":"Digital phenotyping and dynamic monitoring of adolescents treated for cancer to guide intervention: Embracing a new era","volume":"11","author":"Blom","year":"2021","journal-title":"Front. Oncol."},{"issue":"3","key":"10.1016\/j.displa.2026.103502_b0415","doi-asserted-by":"crossref","DOI":"10.1001\/jamanetworkopen.2022.4427","article-title":"Efficiency of electronic health record assessment of patient-reported outcomes after cancer immunotherapy: a randomized clinical trial","volume":"5","author":"Zhang","year":"2022","journal-title":"JAMA Netw. Open"},{"issue":"9","key":"10.1016\/j.displa.2026.103502_b0420","doi-asserted-by":"crossref","DOI":"10.1001\/jamanetworkopen.2024.34180","article-title":"Wearable device-based intervention for promoting patient physical activity after lung cancer surgery: a nonrandomized clinical trial","volume":"7","author":"Lee","year":"2024","journal-title":"JAMA Netw. Open"},{"key":"10.1016\/j.displa.2026.103502_b0425","doi-asserted-by":"crossref","DOI":"10.2196\/70472","article-title":"Comparing the accuracy of different wearable activity monitors in patients with lung cancer and providing initial recommendations: protocol for a pilot validation study","volume":"14","author":"Benzo","year":"2025","journal-title":"JMIR Res. Protoc."},{"issue":"4","key":"10.1016\/j.displa.2026.103502_b0430","doi-asserted-by":"crossref","first-page":"e419","DOI":"10.1093\/oncolo\/oyad305","article-title":"The use of wearable devices in oncology patients: a systematic review","volume":"29","author":"Chow","year":"2024","journal-title":"Oncologist"},{"key":"10.1016\/j.displa.2026.103502_b0435","doi-asserted-by":"crossref","first-page":"140","DOI":"10.1038\/s41746-020-00351-x","article-title":"Harnessing consumer smartphone and wearable sensors for clinical cancer research","volume":"3","author":"Low","year":"2020","journal-title":"NPJ Digit. Med."},{"issue":"19","key":"10.1016\/j.displa.2026.103502_b0440","doi-asserted-by":"crossref","first-page":"1967","DOI":"10.3390\/healthcare12191967","article-title":"Enhancing EHR interoperability and security through distributed ledger technology: a review","volume":"12","author":"Ferreira","year":"2024","journal-title":"Healthcare (Basel)"},{"key":"10.1016\/j.displa.2026.103502_b0445","doi-asserted-by":"crossref","DOI":"10.1016\/j.clon.2024.10.036","article-title":"Patient experiences of using wearable health monitors during cancer treatment: a qualitative study","volume":"37","author":"Collinson","year":"2025","journal-title":"Clin. Oncol."},{"key":"10.1016\/j.displa.2026.103502_b0450","doi-asserted-by":"crossref","first-page":"88","DOI":"10.1038\/s41746-019-0166-1","article-title":"Toward clinical digital phenotyping: a timely opportunity to consider purpose, quality, and safety","volume":"2","author":"Huckvale","year":"2019","journal-title":"NPJ Digit. Med."},{"key":"10.1016\/j.displa.2026.103502_b0455","doi-asserted-by":"crossref","first-page":"66","DOI":"10.1007\/s10462-024-11009-5","article-title":"Digital phenotypes and digital biomarkers for health and diseases: a systematic review of machine learning approaches utilizing passive non-invasive signals collected via wearable devices and smartphones","volume":"58","author":"Sameh","year":"2025","journal-title":"Artif. Intell. Rev."},{"key":"10.1016\/j.displa.2026.103502_b0460","doi-asserted-by":"crossref","first-page":"54","DOI":"10.1038\/s41746-025-01460-1","article-title":"Transforming diagnosis through artificial intelligence","volume":"8","author":"D'Adderio","year":"2025","journal-title":"NPJ Digit. Med."},{"issue":"4","key":"10.1016\/j.displa.2026.103502_b0465","doi-asserted-by":"crossref","first-page":"343","DOI":"10.1016\/j.neurad.2021.05.001","article-title":"Leveraging artificial intelligence in ischemic stroke imaging","volume":"49","author":"Shafaat","year":"2022","journal-title":"J. Neuroradiol."},{"issue":"8","key":"10.1016\/j.displa.2026.103502_b0470","doi-asserted-by":"crossref","first-page":"936","DOI":"10.1016\/S1470-2045(23)00298-X","article-title":"Artificial intelligence-supported screen reading versus standard double reading in the MASAI trial: a clinical safety analysis of a randomized, non-inferiority, single-blinded study","volume":"24","author":"L\u00e5ng","year":"2023","journal-title":"Lancet Oncol."},{"issue":"9","key":"10.1016\/j.displa.2026.103502_b0475","doi-asserted-by":"crossref","first-page":"e676","DOI":"10.1016\/S2589-7500(22)00124-8","article-title":"Efficacy of telemedicine for the management of cardiovascular disease: a systematic review and meta-analysis","volume":"4","author":"Kuan","year":"2022","journal-title":"Lancet Digit. Health"},{"key":"10.1016\/j.displa.2026.103502_b0480","doi-asserted-by":"crossref","first-page":"105","DOI":"10.1016\/j.ejim.2020.09.024","article-title":"Mobile health technology-supported atrial fibrillation screening and integrated care: a report from the mAFA-II trial long-term extension cohort","volume":"82","author":"Guo","year":"2020","journal-title":"Eur. J. Intern. Med."},{"issue":"10","key":"10.1016\/j.displa.2026.103502_b0485","doi-asserted-by":"crossref","first-page":"e668","DOI":"10.1016\/S2589-7500(23)00109-7","article-title":"Internet-delivered cognitive behavioural therapy to reduce depressive symptoms in patients with multiple sclerosis: a multicentre, randomised, controlled phase 3 trial","volume":"5","author":"Gold","year":"2023","journal-title":"Lancet Digit. Health"},{"key":"10.1016\/j.displa.2026.103502_b0490","article-title":"Patient Perspectives on Technological Barriers and Implementation Strategies Leveraged During a Real-World Remote Symptom Monitoring Program","volume":"9","author":"Padalkar","year":"2025","journal-title":"JCO Clin. Cancer Inform."},{"key":"10.1016\/j.displa.2026.103502_b0495","doi-asserted-by":"crossref","DOI":"10.3389\/fpain.2023.1168377","article-title":"Sensory stimulations potentializing digital therapeutics pain control","volume":"4","author":"Foug\u00e8re","year":"2023","journal-title":"Front. Pain Res."},{"issue":"8","key":"10.1016\/j.displa.2026.103502_b0500","first-page":"672","article-title":"Virtual reality for cancer symptom management: a systematic review of randomized controlled trials","volume":"33","author":"U\u00e7gun","year":"2025","journal-title":"Support. Care Cancer"},{"key":"10.1016\/j.displa.2026.103502_b0505","doi-asserted-by":"crossref","first-page":"1773","DOI":"10.1038\/s41591-022-01981-2","article-title":"Multimodal biomedical AI","volume":"28","author":"Acosta","year":"2022","journal-title":"Nat. Med."},{"key":"10.1016\/j.displa.2026.103502_b0510","doi-asserted-by":"crossref","first-page":"489","DOI":"10.1016\/j.cmpb.2014.09.005","article-title":"Human fall detection on embedded platform using depth maps and wireless accelerometer","volume":"117","author":"Kwolek","year":"2014","journal-title":"Comput. Methods Programs Biomed."},{"key":"10.1016\/j.displa.2026.103502_b0515","doi-asserted-by":"crossref","DOI":"10.2196\/69512","article-title":"Integrating a Multimodal Digital Device for Continuous Perioperative Monitoring in Patients With Lung Cancer Undergoing Thoracic Surgery: Development and Usability Study","volume":"13","author":"Wang","year":"2025","journal-title":"JMIR Mhealth Uhealth"},{"key":"10.1016\/j.displa.2026.103502_b0520","doi-asserted-by":"crossref","first-page":"114","DOI":"10.1038\/s41568-021-00408-3","article-title":"Harnessing multimodal data integration to advance precision oncology","volume":"22","author":"Boehm","year":"2021","journal-title":"Nat. Rev. Cancer"},{"key":"10.1016\/j.displa.2026.103502_b0525","doi-asserted-by":"crossref","first-page":"44","DOI":"10.1038\/s41591-018-0300-7","article-title":"High-performance medicine: the convergence of human and artificial intelligence","volume":"25","author":"Topol","year":"2019","journal-title":"Nat. Med."},{"key":"10.1016\/j.displa.2026.103502_b0530","doi-asserted-by":"crossref","first-page":"399","DOI":"10.1038\/s41746-025-01812-x","article-title":"Effectiveness of symptom monitoring on electronic patient-reported outcomes (ePROs) among patients with lung cancer: a systematic review and meta-analysis","volume":"8","author":"Xia","year":"2025","journal-title":"NPJ Digit. Med."},{"key":"10.1016\/j.displa.2026.103502_b0535","doi-asserted-by":"crossref","first-page":"45","DOI":"10.1038\/s41746-024-01023-w","article-title":"Walk, talk, think, see and feel: harnessing the power of digital biomarkers in healthcare","volume":"7","author":"Powell","year":"2024","journal-title":"NPJ Digit. Med."},{"issue":"1","key":"10.1016\/j.displa.2026.103502_b0540","article-title":"Large language models in oncology: a review","volume":"4","author":"Chen","year":"2025","journal-title":"BMJ Oncol."},{"issue":"7","key":"10.1016\/j.displa.2026.103502_b0545","doi-asserted-by":"crossref","DOI":"10.1177\/03331024251363568","article-title":"Digital phenotyping for migraine: a game-changer for research and management","volume":"45","author":"Petru\u0161i\u0107","year":"2025","journal-title":"Cephalalgia"},{"issue":"3","key":"10.1016\/j.displa.2026.103502_b0550","article-title":"Revolutionizing medicine: chatbots as catalysts for improved diagnosis, treatment, and patient support","volume":"17","author":"Abbas","year":"2025","journal-title":"Cureus"},{"issue":"7","key":"10.1016\/j.displa.2026.103502_b0555","doi-asserted-by":"crossref","DOI":"10.1001\/jamanetworkopen.2024.22399","article-title":"Large language model-based responses to patients' in-basket messages","volume":"7","author":"Small","year":"2024","journal-title":"JAMA Netw. Open"},{"key":"10.1016\/j.displa.2026.103502_b0560","unstructured":"Digital Therapeutics Alliance. Digital Health in Oncology: 2024 Refresh. (2024). Available at: https:\/\/dtxalliance.org\/wp-content\/uploads\/2024\/10\/Digital-Health-in-Oncology_2024Refresh.docx-Google-Docs.pdf (accessed Nov 11, 2025)."},{"key":"10.1016\/j.displa.2026.103502_b0565","doi-asserted-by":"crossref","first-page":"83","DOI":"10.1038\/s41746-025-01477-6","article-title":"Assessment of priorities, quality, and inclusivity of digital therapeutics trials in China","volume":"8","author":"Wang","year":"2025","journal-title":"NPJ Digit. Med."},{"key":"10.1016\/j.displa.2026.103502_b0570","doi-asserted-by":"crossref","DOI":"10.2196\/52542","article-title":"Factors associated with digital intervention engagement and adherence in patients with cancer: systematic review","volume":"26","author":"Montalescot","year":"2024","journal-title":"J. Med. Internet Res."},{"issue":"4","key":"10.1016\/j.displa.2026.103502_b0575","article-title":"Revolutionizing oncology: a comprehensive review of digital health applications","volume":"16","author":"Borkar","year":"2024","journal-title":"Cureus"}],"container-title":["Displays"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/api.elsevier.com\/content\/article\/PII:S0141938226001654?httpAccept=text\/xml","content-type":"text\/xml","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/api.elsevier.com\/content\/article\/PII:S0141938226001654?httpAccept=text\/plain","content-type":"text\/plain","content-version":"vor","intended-application":"text-mining"}],"deposited":{"date-parts":[[2026,7,3]],"date-time":"2026-07-03T21:59:26Z","timestamp":1783115966000},"score":1,"resource":{"primary":{"URL":"https:\/\/linkinghub.elsevier.com\/retrieve\/pii\/S0141938226001654"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2026,9]]},"references-count":115,"alternative-id":["S0141938226001654"],"URL":"https:\/\/doi.org\/10.1016\/j.displa.2026.103502","relation":{},"ISSN":["0141-9382"],"issn-type":[{"value":"0141-9382","type":"print"}],"subject":[],"published":{"date-parts":[[2026,9]]},"assertion":[{"value":"Elsevier","name":"publisher","label":"This article is maintained by"},{"value":"Digital therapeutics in cancer management and the emerging role of digital phenotyping","name":"articletitle","label":"Article Title"},{"value":"Displays","name":"journaltitle","label":"Journal Title"},{"value":"https:\/\/doi.org\/10.1016\/j.displa.2026.103502","name":"articlelink","label":"CrossRef DOI link to publisher maintained version"},{"value":"article","name":"content_type","label":"Content Type"},{"value":"\u00a9 2026 Elsevier B.V. All rights are reserved, including those for text and data mining, AI training, and similar technologies.","name":"copyright","label":"Copyright"}],"article-number":"103502"}}