{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,5,28]],"date-time":"2025-05-28T09:10:39Z","timestamp":1748423439845,"version":"3.37.3"},"reference-count":31,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","license":[{"start":{"date-parts":[[2023,1,1]],"date-time":"2023-01-01T00:00:00Z","timestamp":1672531200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by-nc-nd\/4.0\/"}],"funder":[{"DOI":"10.13039\/501100002367","name":"Quanzhou Institute of Equipment Manufacturing Haixi Institutes, Chinese Academy of Sciences","doi-asserted-by":"publisher","id":[{"id":"10.13039\/501100002367","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100006051","name":"Fujian Institute of Research on the Structure","doi-asserted-by":"publisher","id":[{"id":"10.13039\/501100006051","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Access"],"published-print":{"date-parts":[[2023]]},"DOI":"10.1109\/access.2023.3303928","type":"journal-article","created":{"date-parts":[[2023,8,10]],"date-time":"2023-08-10T17:45:10Z","timestamp":1691689510000},"page":"85191-85201","source":"Crossref","is-referenced-by-count":2,"title":["Scintillation Crystal Growth Quality Evaluation Based on Machine Learning"],"prefix":"10.1109","volume":"11","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-5738-6210","authenticated-orcid":false,"given":"Renhao","family":"Fan","sequence":"first","affiliation":[{"name":"Fujian Institute of Research on the Structure of Matter, Chinese Academy of Sciences, Fujian, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-5297-3272","authenticated-orcid":false,"given":"Hao","family":"Chen","sequence":"additional","affiliation":[{"name":"Fujian Institute of Research on the Structure of Matter, Chinese Academy of Sciences, Fujian, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Songhang","family":"Chen","sequence":"additional","affiliation":[{"name":"Fujian Institute of Research on the Structure of Matter, Chinese Academy of Sciences, Fujian, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Senlin","family":"Wang","sequence":"additional","affiliation":[{"name":"Fujian Institute of Research on the Structure of Matter, Chinese Academy of Sciences, Fujian, China"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2016.91"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2015.2389824"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2009.5206848"},{"key":"ref14","article-title":"YOLOv4: Optimal speed and accuracy of object detection","author":"bochkovskiy","year":"2020","journal-title":"arXiv 2004 10934"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1016\/j.physb.2009.08.167"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1007\/s10762-018-0494-2"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2014.81"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2009.167"},{"key":"ref2","article-title":"Application of CeBr3 scintillator crystals for sub-nanosecond lifetime measurements","author":"d\u2019olympia","year":"2011","journal-title":"Proc APS New England Sect Spring Meeting Abstr"},{"journal-title":"Tomographic scanner with cadmium tungstate scintillation crystals","year":"1980","author":"carlson","key":"ref1"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2006.301"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1145\/3065386"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2015.7298594"},{"key":"ref18","article-title":"Very deep convolutional networks for large-scale image recognition","author":"simonyan","year":"2014","journal-title":"arXiv 1409 1556"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1109\/TSP.2014.2309076"},{"key":"ref23","first-page":"1929","article-title":"Dropout: A simple way to prevent neural networks from overfitting","volume":"15","author":"srivastava","year":"2014","journal-title":"J Mach Learn Res"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2017.106"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1109\/CVPRW50498.2020.00203"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/5.726791"},{"key":"ref22","article-title":"Batch normalization: Accelerating deep network training by reducing internal covariate shift","author":"ioffe","year":"2015","journal-title":"Proc Int Conf Mach Learn"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2016.90"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2018.00131"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2018.00913"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1039\/C5CE02522B"},{"key":"ref8","first-page":"928","article-title":"Research on soft sensor model for slab temperature in reheating furnace","volume":"30","author":"xihuai","year":"2004","journal-title":"Acta Autom Sonica"},{"key":"ref7","article-title":"Study on growth of large-area CsI(Tl) scintillating crystals","volume":"s1","author":"zhang","year":"2000","journal-title":"J Synth Cryst"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1038\/s41467-018-05169-6"},{"key":"ref4","first-page":"40","article-title":"Progress of scintillation crystal materials","volume":"29","author":"zhao","year":"2010","journal-title":"China Material"},{"article-title":"Investigation of physical properties of compact scintillation cameras for dedicated imaging applications","year":"2002","author":"mcelroy","key":"ref3"},{"article-title":"Descent method for growing large size cesium iodide (CSI) crystal","year":"1995","author":"dingzhong","key":"ref6"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1016\/j.nic.2006.06.007"}],"container-title":["IEEE Access"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/6287639\/10005208\/10214217.pdf?arnumber=10214217","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2023,9,4]],"date-time":"2023-09-04T18:19:43Z","timestamp":1693851583000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10214217\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2023]]},"references-count":31,"URL":"https:\/\/doi.org\/10.1109\/access.2023.3303928","relation":{},"ISSN":["2169-3536"],"issn-type":[{"type":"electronic","value":"2169-3536"}],"subject":[],"published":{"date-parts":[[2023]]}}}