Balla Y, Tirunagari S, Windridge D. Pediatrics in artificial intelligence era: a systematic review on challenges, opportunities, and explainability. Indian Pediatr. 2023;60(7):561–9.

Article  PubMed  Google Scholar 

Uhlen M, Quake SR. Sequential sequencing by synthesis and the next-generation sequencing revolution. Trends Biotechnol. 2023;41(12):1565–72. https://doi.org/10.1016/j.tibtech.2023.06.007.

Article  CAS  PubMed  Google Scholar 

Schaefer GO, Tai ES, Sun S. Precision medicine and big data: the application of an ethics framework for big data in health and research. Asian Bioeth Rev. 2019;11(3):275–88. https://doi.org/10.1007/s41649-019-00094-2.

Article  PubMed  PubMed Central  Google Scholar 

Prien C, Lincango EP, Holubar SD. Big data in surgery. Surg Clin North Am. 2023;103(2):219–32. https://doi.org/10.1016/j.suc.2022.12.002.

Article  PubMed  Google Scholar 

Zhang X, Pérez-Stable EJ, Bourne PE, Peprah E, Duru OK, Breen N, Berrigan D, Wood F, Jackson JS, Wong DWS, Denny J. Big data science: opportunities and challenges to address minority health and health disparities in the 21st century. Ethn Dis. 2017;27(2):95–106. https://doi.org/10.18865/ed.27.2.95.

Article  PubMed  PubMed Central  Google Scholar 

Alonso-Betanzos A, Bolón-Canedo V. Big-data analysis, cluster analysis, and machine-learning approaches. Adv Exp Med Biol. 2018;1065:607–26. https://doi.org/10.1007/978-3-319-77932-4_37.

Article  PubMed  Google Scholar 

Yamada CAO, de Paula Oliveira Santos B, Lemos RP, Batista ACS, da Conceição IMCA, de Paula Sabino A, Lima ELMTDR, de Magalhães MTQ. Applications of mass spectrometry in the characterization, screening, diagnosis, and prognosis of COVID-19. Adv Exp Med Biol. 2024;1443:33–61. https://doi.org/10.1007/978-3-031-50624-6_3.

Article  CAS  PubMed  Google Scholar 

Umbach N, Beißbarth T, Bleckmann A, Duttge G, Flatau L, König A, Kuhn J, Perera-Bel J, Roschauer J, Schulze TG, Schweda M, Urban A, Zimmermann A, Sax U. Clinical application of genomic high-throughput data: Infrastructural, ethical, legal and psychosocial aspects. Eur Neuropsychopharmacol. 2020;31:1–15. https://doi.org/10.1016/j.euroneuro.2019.09.008.

Article  CAS  PubMed  Google Scholar 

Olivera P, Danese S, Jay N, Natoli G, Peyrin-Biroulet L. Big data in IBD: a look into the future. Nat Rev Gastroenterol Hepatol. 2019;16(5):312–21. https://doi.org/10.1038/s41575-019-0102-5.

Article  PubMed  Google Scholar 

Wu PY, Cheng CW, Kaddi CD, Venugopalan J, Hoffman R, Wang MD. Omic and electronic health record big data analytics for precision medicine. IEEE Trans Biomed Eng. 2017;64(2):263–73. https://doi.org/10.1109/TBME.2016.2573285.

Article  PubMed  Google Scholar 

Yang X, Huang K, Yang D, Zhao W, Zhou X. Biomedical big data technologies, applications, and challenges for precision medicine: a review. Glob Chall. 2023;8(1):2300163. https://doi.org/10.1002/gch2.202300163.

Article  PubMed  PubMed Central  Google Scholar 

Fu MR, Kurnat-Thoma E, Starkweather A, Henderson WA, Cashion AK, Williams JK, Katapodi MC, Reuter-Rice K, Hickey KT, Barcelona de Mendoza V, Calzone K, Conley YP, Anderson CM, Lyon DE, Weaver MT, Shiao PK, Constantino RE, Wung SF, Hammer MJ, Voss JG, Coleman B. Precision health: a nursing perspective. Int J Nurs Sci. 2019;7(1):5–12. https://doi.org/10.1016/j.ijnss.2019.12.008.

Article  PubMed  PubMed Central  Google Scholar 

Golubnitschaja O, Baban B, Boniolo G, Wang W, Bubnov R, Kapalla M, Krapfenbauer K, Mozaffari MS, Costigliola V. Medicine in the early twenty-first century: paradigm and anticipation-EPMA position paper 2016. EPMA J. 2016;7:23. https://doi.org/10.1186/s13167-016-0072-4.

Article  PubMed  PubMed Central  Google Scholar 

Seyed Tabib NS, Madgwick M, Sudhakar P, Verstockt B, Korcsmaros T, Vermeire S. Big data in IBD: big progress for clinical practice. Gut. 2020;69(8):1520–32. https://doi.org/10.1136/gutjnl-2019-320065.

Article  CAS  PubMed  Google Scholar 

van den Heuvel L, Dorsey RR, Prainsack B, Post B, Stiggelbout AM, Meinders MJ, Bloem BR. Quadruple decision making for Parkinson’s disease patients: combining expert opinion, patient preferences, scientific evidence, and big data approaches to reach precision medicine. J Parkinsons Dis. 2020;10(1):223–31. https://doi.org/10.3233/JPD-191712.

Article  PubMed  PubMed Central  Google Scholar 

Kruse CS, Stein A, Thomas H, Kaur H. The use of electronic health records to support population health: a systematic review of the literature. J Med Syst. 2018;42(11):214. https://doi.org/10.1007/s10916-018-1075-6.

Article  PubMed  PubMed Central  Google Scholar 

Wang L, Alexander CA. Big data analytics in medical engineering and healthcare: methods, advances and challenges. J Med Eng Technol. 2020;44(6):267–83. https://doi.org/10.1080/03091902.2020.1769758.

Article  PubMed  Google Scholar 

Kelly JT, Campbell KL, Gong E, Scuffham P. The internet of things: impact and implications for health care delivery. J Med Internet Res. 2020;22(11): e20135. https://doi.org/10.2196/20135.

Article  PubMed  PubMed Central  Google Scholar 

Ristevski B, Chen M. Big data analytics in medicine and healthcare. J Integr Bioinform. 2018;15(3):20170030. https://doi.org/10.1515/jib-2017-0030.

Article  PubMed  PubMed Central  Google Scholar 

Vedula SS, Hager GD. Surgical data science: the new knowledge domain. Innov Surg Sci. 2017;2(3):109–21. https://doi.org/10.1515/iss-2017-0004.

Article  PubMed  PubMed Central  Google Scholar 

Claussnitzer M, Cho JH, Collins R, Cox NJ, Dermitzakis ET, Hurles ME, Kathiresan S, Kenny EE, Lindgren CM, MacArthur DG, North KN, Plon SE, Rehm HL, Risch N, Rotimi CN, Shendure J, Soranzo N, McCarthy MI. A brief history of human disease genetics. Nature. 2020;577(7789):179–89. https://doi.org/10.1038/s41586-019-1879-7.

Article  CAS  PubMed  PubMed Central  Google Scholar 

He KY, Ge D, He MM. Big data analytics for genomic medicine. Int J Mol Sci. 2017;18(2):412. https://doi.org/10.3390/ijms18020412.

Article  CAS  PubMed  PubMed Central  Google Scholar 

Hulsen T, Jamuar SS, Moody AR, Karnes JH, Varga O, Hedensted S, Spreafico R, Hafler DA, McKinney EF. From big data to precision medicine. Front Med (Lausanne). 2019;6:34. https://doi.org/10.3389/fmed.2019.00034.

Article  PubMed  Google Scholar 

Aletaha D. Precision medicine and management of rheumatoid arthritis. J Autoimmun. 2020;110: 102405. https://doi.org/10.1016/j.jaut.2020.102405.

Article  CAS  PubMed  Google Scholar 

Inomata T, Sung J, Nakamura M, Fujisawa K, Muto K, Ebihara N, Iwagami M, Nakamura M, Fujio K, Okumura Y, Okano M, Murakami A. New medical big data for P4 medicine on allergic conjunctivitis. Allergol Int. 2020;69(4):510–8. https://doi.org/10.1016/j.alit.2020.06.001.

Article  CAS  PubMed  Google Scholar 

Jaffee EM, Dang CV, Agus DB, Alexander BM, Anderson KC, Ashworth A, Barker AD, Bastani R, Bhatia S, Bluestone JA, Brawley O, Butte AJ, Coit DG, Davidson NE, Davis M, DePinho RA, Diasio RB, Draetta G, Frazier AL, Futreal A, Gambhir SS, Ganz PA, Garraway L, Gerson S, Gupta S, Heath J, Hoffman RI, Hudis C, Hughes-Halbert C, Ibrahim R, Jadvar H, Kavanagh B, Kittles R, Le QT, Lippman SM, Mankoff D, Mardis ER, Mayer DK, McMasters K, Meropol NJ, Mitchell B, Naredi P, Ornish D, Pawlik TM, Peppercorn J, Pomper MG, Raghavan D, Ritchie C, Schwarz SW, Sullivan R, Wahl R, Wolchok JD, Wong SL, Yung A. Future cancer research priorities in the USA: a Lancet oncology commission. Lancet Oncol. 2017;18(11):e653–706. https://doi.org/10.1016/S1470-2045(17)30698-8.

Article  PubMed  PubMed Central  Google Scholar 

Tsimberidou AM, Fountzilas E, Nikanjam M, Kurzrock R. Review of precision cancer medicine: evolution of the treatment paradigm. Cancer Treat Rev. 2020;86: 102019. https://doi.org/10.1016/j.ctrv.2020.102019.

Article  CAS  PubMed  PubMed Central