{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,4,23]],"date-time":"2026-04-23T14:55:10Z","timestamp":1776956110055,"version":"3.51.4"},"reference-count":34,"publisher":"IEEE","license":[{"start":{"date-parts":[[2022,7,11]],"date-time":"2022-07-11T00:00:00Z","timestamp":1657497600000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2022,7,11]],"date-time":"2022-07-11T00:00:00Z","timestamp":1657497600000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2022,7,11]]},"DOI":"10.1109\/embc48229.2022.9871069","type":"proceedings-article","created":{"date-parts":[[2022,9,8]],"date-time":"2022-09-08T20:02:05Z","timestamp":1662667325000},"page":"603-608","source":"Crossref","is-referenced-by-count":5,"title":["CranGAN: Adversarial Point Cloud Reconstruction for patient-specific Cranial Implant Design"],"prefix":"10.1109","author":[{"given":"Harsh","family":"Sulakhe","sequence":"first","affiliation":[{"name":"Birla Institute of Technology and Science, BITS Pilani,India"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Jianning","family":"Li","sequence":"additional","affiliation":[{"name":"Institute for AI in Medicine (IKIM), University Hospital Essen,Essen,Germany,45131"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Jan","family":"Egger","sequence":"additional","affiliation":[{"name":"Institute for AI in Medicine (IKIM), University Hospital Essen,Essen,Germany,45131"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Poonam","family":"Goyal","sequence":"additional","affiliation":[{"name":"Birla Institute of Technology and Science, BITS Pilani,India"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref33","article-title":"Open3d: A modern library for 3d data processing","volume":"abs 1801 9847","author":"zhou","year":"2018","journal-title":"ArXiv"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1109\/IJCNN.2015.7280459"},{"key":"ref31","doi-asserted-by":"crossref","first-page":"1947","DOI":"10.1109\/TPAMI.2018.2856256","article-title":"Stackgan++: Realistic image synthesis with stacked generative adversarial networks","volume":"41","author":"zhang","year":"2018","journal-title":"IEEE Transactions on Pattern Analysis and Machine Intelligence"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1109\/3DV.2018.00088"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2017.244"},{"key":"ref10","first-page":"448","article-title":"Batch normalization: Accelerating deep network training by reducing internal covariate shift","author":"ioffe","year":"2015","journal-title":"Proceedings of The 32nd International Conference on Machine Learning"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2017.632"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2017.19"},{"key":"ref13","article-title":"Point cloud gan","author":"li","year":"2018","journal-title":"ArXiv Preprint"},{"key":"ref14","author":"li","year":"2022","journal-title":"Sparse convolutional neural networks for medical image analysis"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-60946-7_8"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/TMI.2021.3077047"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1016\/j.media.2021.102171"},{"key":"ref18","author":"maas","year":"2013","journal-title":"Rectifier Nonlinearities Improve Neural Network Acoustic Models"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2017.304"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2017.252"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.29007\/l734"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-64327-0_1"},{"key":"ref3","article-title":"Unpaired point cloud completion on real scans using adversarial training","author":"chen","year":"0","journal-title":"Proceedings of the International Conference on Learning Representations (ICLR)"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1007\/s10278-021-00574-8"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR42600.2020.00087"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1371\/journal.pone.0172694"},{"key":"ref8","article-title":"Improved training of wasserstein gans","volume":"30","author":"gulrajani","year":"2017","journal-title":"Advances in neural information processing systems"},{"key":"ref7","first-page":"27","article-title":"Generative adversarial nets","author":"goodfellow","year":"0","journal-title":"Advances in neural information processing systems"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1038\/s41598-017-04454-6"},{"key":"ref1","first-page":"40","article-title":"Learning representations and generative models for 3d point clouds","author":"achlioptas","year":"2018","journal-title":"International Conference on Machine Learning"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/34.232073"},{"key":"ref20","article-title":"Conditional generative adversarial nets","author":"mirza","year":"2014","journal-title":"ArXiv Preprint"},{"key":"ref22","article-title":"Pointnet: Deep learning on point sets for 3d classification and segmentation","author":"qi","year":"2017","journal-title":"Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR)"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-16187-3_15"},{"key":"ref24","first-page":"1060","article-title":"Generative adversarial text to image synthesis","author":"reed","year":"2016","journal-title":"International Conference on Machine Learning"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-92652-6_1"},{"key":"ref26","author":"ronneberger","year":"2015","journal-title":"U-net Convolutional networks for biomedical image segmentation"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2019.00664"}],"event":{"name":"2022 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC)","location":"Glasgow, Scotland, United Kingdom","start":{"date-parts":[[2022,7,11]]},"end":{"date-parts":[[2022,7,15]]}},"container-title":["2022 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/9870821\/9870822\/09871069.pdf?arnumber=9871069","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,10,3]],"date-time":"2022-10-03T20:36:46Z","timestamp":1664829406000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/9871069\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2022,7,11]]},"references-count":34,"URL":"https:\/\/doi.org\/10.1109\/embc48229.2022.9871069","relation":{},"subject":[],"published":{"date-parts":[[2022,7,11]]}}}