{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,2,11]],"date-time":"2026-02-11T02:59:46Z","timestamp":1770778786411,"version":"3.50.0"},"reference-count":47,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"4","license":[{"start":{"date-parts":[[2019,7,1]],"date-time":"2019-07-01T00:00:00Z","timestamp":1561939200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/3.0\/legalcode"}],"funder":[{"DOI":"10.13039\/501100002428","name":"Austrian Science Fund","doi-asserted-by":"publisher","award":["P28078-N33"],"award-info":[{"award-number":["P28078-N33"]}],"id":[{"id":"10.13039\/501100002428","id-type":"DOI","asserted-by":"publisher"}]},{"name":"city of Graz","award":["A16-021628\/2013"],"award-info":[{"award-number":["A16-021628\/2013"]}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE J. Biomed. Health Inform."],"published-print":{"date-parts":[[2019,7]]},"DOI":"10.1109\/jbhi.2018.2869606","type":"journal-article","created":{"date-parts":[[2018,9,24]],"date-time":"2018-09-24T21:18:06Z","timestamp":1537823886000},"page":"1392-1403","source":"Crossref","is-referenced-by-count":61,"title":["Automatic Age Estimation and Majority Age Classification From Multi-Factorial MRI Data"],"prefix":"10.1109","volume":"23","author":[{"ORCID":"https:\/\/orcid.org\/0000-0003-3449-5497","authenticated-orcid":false,"given":"Darko","family":"Stern","sequence":"first","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0002-5558-9495","authenticated-orcid":false,"given":"Christian","family":"Payer","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0002-5595-2610","authenticated-orcid":false,"given":"Nicola","family":"Giuliani","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0001-5792-3971","authenticated-orcid":false,"given":"Martin","family":"Urschler","sequence":"additional","affiliation":[]}],"member":"263","reference":[{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2014.2382106"},{"key":"ref38","doi-asserted-by":"crossref","first-page":"61","DOI":"10.1007\/978-3-319-67389-9_8","article-title":"Multi-factorial age estimation from skeletal and dental MRI volumes","volume":"10541","author":"\u0161tern","year":"0","journal-title":"Machine Learning in Medical Imaging MLMI 2017"},{"key":"ref33","doi-asserted-by":"crossref","first-page":"220","DOI":"10.1007\/978-3-319-10470-6_28","article-title":"Fully automatic bone age estimation from left hand MR images","volume":"8674","author":"\u0161tern","year":"2014","journal-title":"Medical Image Computing and Computer-Assisted Intervention - MICCAI 2014"},{"key":"ref32","first-page":"49","article-title":"An automated technique to stage lower third molar development on panoramic radiographs for age estimation: A pilot study","volume":"35","author":"de tobel","year":"2017","journal-title":"J Forensic Odonto- Stomat"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2016.308"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1148\/radiol.2017170236"},{"key":"ref37","doi-asserted-by":"crossref","first-page":"194","DOI":"10.1007\/978-3-319-46723-8_23","article-title":"Automated age estimation from hand MRI volumes using deep learning","volume":"9901","author":"\u0161tern","year":"2016","journal-title":"Medical Image Computing and Computer-Assisted Intervention - MICCAI 2016"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1016\/j.media.2017.09.003"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1023\/A:1010933404324"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.3109\/03014460.2015.1043945"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1016\/j.forsciint.2009.05.023"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.3109\/03014460.2012.716080"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-46723-8_27"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.3109\/03014460.2015.1032349"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.3109\/03014460.2015.1031826"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1007\/s00247-010-1915-0"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.5772\/19261"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1007\/s00414-010-0448-2"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.3109\/03014460.2015.1046487"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1007\/s00414-011-0639-5"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1136\/bjsm.2006.033431"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1302\/0301-620X.95B7.30803"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1016\/j.media.2016.10.010"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1159\/000329374"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1109\/TMI.2008.926067"},{"key":"ref6","author":"tanner","year":"1978","journal-title":"Fetus Into Man Physical Growth From Conception to Maturity"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1097\/BRS.0b013e3181ab358c"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1109\/5.726791"},{"key":"ref8","author":"tanner","year":"1983","journal-title":"Assessment of Skeletal Maturity and Prediction of Adult Height (TW2 Method)"},{"key":"ref7","author":"greulich","year":"1959","journal-title":"Radiographic Atlas of Skeletal Development of the Hand and Wrist"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1159\/000329372"},{"key":"ref9","first-page":"211","article-title":"A new system of dental age assessment","volume":"45","author":"demirjian","year":"1973","journal-title":"Hum Biol"},{"key":"ref1","author":"latham","year":"2018","journal-title":"New Perspectives in Forensic Human Skeletal Identification"},{"key":"ref46","first-page":"150","article-title":"From individual hand bone age estimates to fully automated age estimation via learning-based information fusion","author":"\u0161tern","year":"0","journal-title":"Proc IEEE Int Symp Biomed Imag"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1007\/s00330-010-1978-1"},{"key":"ref45","first-page":"1","article-title":"Adam: A method for stochastic optimization","author":"kingma","year":"2015","journal-title":"International Conference on Learning Representations"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1016\/j.forsciint.2015.06.001"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.1007\/s00194-002-0182-2"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1002\/mrm.24439"},{"key":"ref42","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":"ref24","doi-asserted-by":"publisher","DOI":"10.1080\/03014460.2016.1223884"},{"key":"ref41","first-page":"807","article-title":"Rectified linear units improve restricted Boltzmann machines","author":"nair","year":"0","journal-title":"Proc 27th Int Conf Mach Learn"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1016\/j.forsciint.2016.06.016"},{"key":"ref44","first-page":"265","article-title":"Tensorflow: A system for large-scale machine learning","author":"abadi","year":"0","journal-title":"Proc 10th USENIX Conf Oper Syst Des Implementation"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1007\/s00414-015-1161-y"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1038\/s41598-018-20475-1"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1007\/s00414-012-0798-z"}],"container-title":["IEEE Journal of Biomedical and Health Informatics"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/6221020\/8752487\/08470073.pdf?arnumber=8470073","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,7,10]],"date-time":"2024-07-10T18:21:44Z","timestamp":1720635704000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/8470073\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2019,7]]},"references-count":47,"journal-issue":{"issue":"4"},"URL":"https:\/\/doi.org\/10.1109\/jbhi.2018.2869606","relation":{},"ISSN":["2168-2194","2168-2208"],"issn-type":[{"value":"2168-2194","type":"print"},{"value":"2168-2208","type":"electronic"}],"subject":[],"published":{"date-parts":[[2019,7]]}}}