{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,2,28]],"date-time":"2026-02-28T15:35:14Z","timestamp":1772292914758,"version":"3.50.1"},"reference-count":33,"publisher":"Springer Science and Business Media LLC","issue":"12","license":[{"start":{"date-parts":[[2024,6,26]],"date-time":"2024-06-26T00:00:00Z","timestamp":1719360000000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"},{"start":{"date-parts":[[2024,6,26]],"date-time":"2024-06-26T00:00:00Z","timestamp":1719360000000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"}],"funder":[{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["62201141"],"award-info":[{"award-number":["62201141"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100004608","name":"Natural Science Foundation of Jiangsu Province","doi-asserted-by":"publisher","award":["BK20200397"],"award-info":[{"award-number":["BK20200397"]}],"id":[{"id":"10.13039\/501100004608","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100012165","name":"Key Technologies Research and Development Program","doi-asserted-by":"publisher","award":["2020YFA0712104"],"award-info":[{"award-number":["2020YFA0712104"]}],"id":[{"id":"10.13039\/501100012165","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":["Med Biol Eng Comput"],"published-print":{"date-parts":[[2024,12]]},"DOI":"10.1007\/s11517-024-03156-2","type":"journal-article","created":{"date-parts":[[2024,6,26]],"date-time":"2024-06-26T06:02:35Z","timestamp":1719381755000},"page":"3623-3635","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":3,"title":["Multi-file dynamic compression method based on classification algorithm in DNA storage"],"prefix":"10.1007","volume":"62","author":[{"given":"Kun","family":"Bi","sequence":"first","affiliation":[]},{"given":"Qi","family":"Xu","sequence":"additional","affiliation":[]},{"given":"Xin","family":"Lai","sequence":"additional","affiliation":[]},{"given":"Xiangwei","family":"Zhao","sequence":"additional","affiliation":[]},{"given":"Zuhong","family":"Lu","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2024,6,26]]},"reference":[{"key":"3156_CR1","doi-asserted-by":"crossref","unstructured":"Kirola M et al (2023) A referenced framework on new challenges and cutting-edge research trends for big-data processing using machine learning approaches, pp 1\u20135. IEEE","DOI":"10.1109\/ICSCA57840.2023.10087686"},{"key":"3156_CR2","doi-asserted-by":"crossref","unstructured":"Song L et al (2022) Robust data storage in DNA by de Bruijn graph-based de novo strand assembly. Nature Commun 13:5361","DOI":"10.1038\/s41467-022-33046-w"},{"key":"3156_CR3","doi-asserted-by":"publisher","first-page":"63","DOI":"10.1109\/JPROC.2018.2875386","volume":"107","author":"D Carmean","year":"2018","unstructured":"Carmean D et al (2018) DNA data storage and hybrid molecular\u2013electronic computing. Proc IEEE 107:63\u201372","journal-title":"Proc IEEE"},{"key":"3156_CR4","unstructured":"Yang S et\u00a0al (2024) DNA as a universal chemical substrate for computing and data storage. Nat Rev Chem 1\u201316"},{"key":"3156_CR5","doi-asserted-by":"publisher","first-page":"1628","DOI":"10.1126\/science.1226355","volume":"337","author":"GM Church","year":"2012","unstructured":"Church GM, Gao Y, Kosuri S (2012) Next-generation digital information storage in DNA. Science 337:1628\u20131628","journal-title":"Science"},{"key":"3156_CR6","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1145\/3626233","volume":"56","author":"T Heinis","year":"2023","unstructured":"Heinis T, Sokolovskii R, Alnasir JJ (2023) Survey of information encoding techniques for DNA. ACM Comput Surv 56:1\u201330","journal-title":"ACM Comput Surv"},{"key":"3156_CR7","doi-asserted-by":"crossref","unstructured":"Antkowiak PL et al (2020) Low cost DNA data storage using photolithographic synthesis and advanced information reconstruction and error correction. Nat Commun 11:5345","DOI":"10.1038\/s41467-020-19148-3"},{"key":"3156_CR8","doi-asserted-by":"crossref","unstructured":"Meiser LC et al (2022) Synthetic DNA applications in information technology. Nat Commun 13:352","DOI":"10.1038\/s41467-021-27846-9"},{"key":"3156_CR9","unstructured":"Carlson R (2014) Time for new DNA synthesis and sequencing cost curves. Synthetic Biology News"},{"key":"3156_CR10","doi-asserted-by":"publisher","first-page":"1092","DOI":"10.1093\/nsr\/nwaa007","volume":"7","author":"Y Dong","year":"2020","unstructured":"Dong Y, Sun F, Ping Z, Ouyang Q, Qian L (2020) DNA storage: research landscape and future prospects. Nat Sci Rev 7:1092\u20131107","journal-title":"Nat Sci Rev"},{"key":"3156_CR11","unstructured":"Miller R (2013) Facebook builds exabyte data centers for cold storage. Retrieved June 8, 2014"},{"key":"3156_CR12","doi-asserted-by":"crossref","unstructured":"Peterson LE (2009) K-nearest neighbor. Scholarpedia 4:1883","DOI":"10.4249\/scholarpedia.1883"},{"key":"3156_CR13","doi-asserted-by":"publisher","first-page":"275","DOI":"10.1002\/cem.873","volume":"18","author":"AJ Myles","year":"2004","unstructured":"Myles AJ, Feudale RN, Liu Y, Woody NA, Brown SD (2004) An introduction to decision tree modeling. J Chemometr: J Chemometr Soc 18:275\u2013285","journal-title":"J Chemometr: J Chemometr Soc"},{"key":"3156_CR14","doi-asserted-by":"publisher","first-page":"24","DOI":"10.1016\/j.isprsjprs.2016.01.011","volume":"114","author":"M Belgiu","year":"2016","unstructured":"Belgiu M, Dr\u0103gu\u0163 L (2016) Random forest in remote sensing: a review of applications and future directions. ISPRS J Photogramm Remote Sens 114:24\u201331","journal-title":"ISPRS J Photogramm Remote Sens"},{"key":"3156_CR15","doi-asserted-by":"publisher","first-page":"367","DOI":"10.1016\/S0167-9473(01)00065-2","volume":"38","author":"JH Friedman","year":"2002","unstructured":"Friedman JH (2002) Stochastic gradient boosting. Comput Stat Data Anal 38:367\u2013378","journal-title":"Comput Stat Data Anal"},{"key":"3156_CR16","unstructured":"Margineantu DD, Dietterich TG (1997) Pruning adaptive boosting, vol 97, pp 211\u2013218. Citeseer"},{"key":"3156_CR17","unstructured":"Rish I et\u00a0al (2001) An empirical study of the Naive Bayes classifier, vol 3, pp 41\u201346. Citeseer"},{"key":"3156_CR18","doi-asserted-by":"crossref","unstructured":"Sunnetci KM, Alkan A (2023) Biphasic majority voting-based comparative COVID-19 diagnosis using chest x-ray images. Expert Syst App 216:119430","DOI":"10.1016\/j.eswa.2022.119430"},{"key":"3156_CR19","doi-asserted-by":"publisher","first-page":"77","DOI":"10.1038\/nature11875","volume":"494","author":"N Goldman","year":"2013","unstructured":"Goldman N et al (2013) Towards practical high-capacity low-maintenance information storage in synthesized DNA. Nature 494:77\u201380","journal-title":"Nature"},{"key":"3156_CR20","doi-asserted-by":"crossref","unstructured":"Yazdi SHT, Gabrys R, Milenkovic O (2017) Portable and error-free DNA-based data storage. Sci Rep 7:5011","DOI":"10.1038\/s41598-017-05188-1"},{"key":"3156_CR21","unstructured":"Dimopoulou M, Antonini M, Barbry P, Appuswamy R (2018) DNA coding for image storage using image compression techniques"},{"key":"3156_CR22","doi-asserted-by":"crossref","unstructured":"Dimopoulou M, Antonini M, Barbry P, Appuswamy R (2019) A biologically constrained encoding solution for long-term storage of images onto synthetic DNA, pp 1\u20135. IEEE","DOI":"10.23919\/EUSIPCO.2019.8902583"},{"key":"3156_CR23","doi-asserted-by":"publisher","first-page":"455","DOI":"10.1109\/TNB.2021.3102122","volume":"20","author":"J Wu","year":"2021","unstructured":"Wu J, Zhang S, Zhang T, Liu Y (2021) HD-code: end-to-end high density code for DNA storage. IEEE Trans Nanobiosci 20:455-463","journal-title":"IEEE Trans Nanobiosci"},{"key":"3156_CR24","doi-asserted-by":"crossref","unstructured":"Kuhn M, Johnson K (2019) Feature engineering and selection: a practical approach for predictive models. Chapman and Hall\/CRC","DOI":"10.1201\/9781315108230"},{"key":"3156_CR25","unstructured":"Shlens J (2014) A tutorial on principal component analysis. arXiv preprint arXiv:1404.1100"},{"key":"3156_CR26","first-page":"430","volume":"4","author":"S Oswal","year":"2016","unstructured":"Oswal S, Singh A, Kumari K (2016) Deflate compression algorithm. Int J Eng Res General Sci 4:430\u2013436","journal-title":"Int J Eng Res General Sci"},{"key":"3156_CR27","unstructured":"Gilchrist J (2004) Parallel data compression with bzip2, vol 16, pp 559\u2013564. Citeseer"},{"key":"3156_CR28","doi-asserted-by":"crossref","unstructured":"Drinic M, Kirovski D (2002) PPMexe: PPM for compressing software, pp 192\u2013201. IEEE","DOI":"10.1109\/DCC.2002.999957"},{"key":"3156_CR29","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1145\/3231935","volume":"37","author":"J Alakuijala","year":"2018","unstructured":"Alakuijala J et al (2018) Brotli: a general-purpose data compressor. ACM Trans Inf Syst (TOIS) 37:1\u201330","journal-title":"ACM Trans Inf Syst (TOIS)"},{"key":"3156_CR30","unstructured":"Martin GNN (1979) Range encoding: an algorithm for removing redundancy from a digitised message, vol 2"},{"key":"3156_CR31","doi-asserted-by":"publisher","first-page":"401","DOI":"10.2174\/1574893617666220314114732","volume":"17","author":"K Bi","year":"2022","unstructured":"Bi K, Lu Z, Ge Q, Gu W (2022) Extended XOR algorithm with biotechnology constraints for data security in DNA storage. Curr Bioinformat 17:401\u2013410","journal-title":"Curr Bioinformat"},{"key":"3156_CR32","doi-asserted-by":"publisher","first-page":"157","DOI":"10.1016\/j.acra.2023.04.028","volume":"31","author":"KM Sunnetci","year":"2024","unstructured":"Sunnetci KM, Kaba E, Celiker FB, Alkan A (2024) Deep network-based comprehensive parotid gland tumor detection. Acad Radiol 31:157\u2013167","journal-title":"Acad Radiol"},{"key":"3156_CR33","doi-asserted-by":"crossref","unstructured":"Drini\u0107 M, Kirovski D, Vo H (2007) PPMexe: program compression. ACM Trans Program Lang Syst (TOPLAS) 29:3\u2013es","DOI":"10.1145\/1180475.1180478"}],"container-title":["Medical &amp; Biological Engineering &amp; Computing"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/s11517-024-03156-2.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/article\/10.1007\/s11517-024-03156-2\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/s11517-024-03156-2.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,11,16]],"date-time":"2024-11-16T16:06:33Z","timestamp":1731773193000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/s11517-024-03156-2"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2024,6,26]]},"references-count":33,"journal-issue":{"issue":"12","published-print":{"date-parts":[[2024,12]]}},"alternative-id":["3156"],"URL":"https:\/\/doi.org\/10.1007\/s11517-024-03156-2","relation":{},"ISSN":["0140-0118","1741-0444"],"issn-type":[{"value":"0140-0118","type":"print"},{"value":"1741-0444","type":"electronic"}],"subject":[],"published":{"date-parts":[[2024,6,26]]},"assertion":[{"value":"9 November 2023","order":1,"name":"received","label":"Received","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"17 June 2024","order":2,"name":"accepted","label":"Accepted","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"26 June 2024","order":3,"name":"first_online","label":"First Online","group":{"name":"ArticleHistory","label":"Article History"}},{"order":1,"name":"Ethics","group":{"name":"EthicsHeading","label":"Declarations"}},{"value":"The authors declare no competing interests.","order":2,"name":"Ethics","group":{"name":"EthicsHeading","label":"Conflict of interest"}}]}}