Big data

• King WE, Sullivan BA, Vesoulis ZA. It doesn’t matter what they say in the papers… It’s still ROC and roll to me. Ann Transl Med. 2023 Feb 28;11(4):161. doi: 10.21037/atm-23-289. Epub 2023 Feb 9. PMID: 36923083; PMCID: PMC10009562.
• Vesoulis ZA, Husain AN, Cole FS. Improving child health through Big Data and data science. Pediatr Res. 2022 Aug 16. doi: 10.1038/s41390-022-02264-9. Epub ahead of print. PMID: 35974162.
• Feng J, Lee J, Vesoulis ZA, Li F. Predicting mortality risk for preterm infants using deep learning models with time-series vital sign data. NPJ Digit Med. 2021 Jul 14;4(1):108. doi: 10.1038/s41746-021-00479-4. PMID: 34262112; PMCID: PMC8280207.
• Zimmet AM, Sullivan BA, Fairchild KD, Moorman JR, Isler JR, Wallman-Stokes AW, Sahni R, Vesoulis ZA, Ratcliffe SJ, Lake DE. Vital sign metrics of VLBW infants in three NICUs: implications for predictive algorithms. Pediatr Res. 2021 Jul;90(1):125-130. doi: 10.1038/s41390-021-01428-3. Epub 2021 Mar 25. Erratum in: Pediatr Res. 2021 Jul 14;: PMID: 33767372; PMCID: PMC8376742.
• Lee J, Cai J, Li F, Vesoulis ZA. Predicting mortality risk for preterm infants using random forest. Sci Rep. 2021 Mar 31;11(1):7308. doi: 10.1038/s41598-021-86748-4. PMID: 33790395; PMCID: PMC8012581.
• Chen J, Wu G, Michelson A, Vesoulis Z, Bogner J, Corrigan JD, Payne PRO, Li F. Mining reported adverse events induced by potential opioid-drug interactions. JAMIA Open. 2020 Apr 26;3(1):104-112. doi: 10.1093/jamiaopen/ooz073. PMID: 32607492; PMCID: PMC7309259.