{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,8,1]],"date-time":"2026-08-01T00:13:39Z","timestamp":1785543219873,"version":"3.56.0"},"reference-count":20,"publisher":"IEEE","license":[{"start":{"date-parts":[[2023,4,18]],"date-time":"2023-04-18T00:00:00Z","timestamp":1681776000000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2023,4,18]],"date-time":"2023-04-18T00:00:00Z","timestamp":1681776000000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"DOI":"10.13039\/501100000781","name":"European Research Council","doi-asserted-by":"publisher","id":[{"id":"10.13039\/501100000781","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2023,4,18]]},"DOI":"10.1109\/isbi53787.2023.10230752","type":"proceedings-article","created":{"date-parts":[[2023,9,1]],"date-time":"2023-09-01T17:23:07Z","timestamp":1693588987000},"page":"1-5","source":"Crossref","is-referenced-by-count":30,"title":["A Diffusion Model Predicts 3D Shapes from 2D Microscopy Images"],"prefix":"10.1109","author":[{"given":"Dominik J. E.","family":"Waibel","sequence":"first","affiliation":[{"name":"Institute of AI for Health, Helmholtz Munich – German Research Centre for Environmental Health,Neuherberg,Germany"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Ernst","family":"R\u00f6ell","sequence":"additional","affiliation":[{"name":"Institute of AI for Health, Helmholtz Munich – German Research Centre for Environmental Health,Neuherberg,Germany"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Bastian","family":"Rieck","sequence":"additional","affiliation":[{"name":"Institute of AI for Health, Helmholtz Munich – German Research Centre for Environmental Health,Neuherberg,Germany"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Raja","family":"Giryes","sequence":"additional","affiliation":[{"name":"Tel Aviv University,Faculty of Engineering,Tel Aviv,Israel"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Carsten","family":"Marr","sequence":"additional","affiliation":[{"name":"Institute of AI for Health, Helmholtz Munich – German Research Centre for Environmental Health,Neuherberg,Germany"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"263","reference":[{"key":"ref13","article-title":"Diffusion models beat gans on image synthesis","author":"dhariwal","year":"0","journal-title":"Adv Neural Inf Process Syst"},{"key":"ref12","article-title":"Denoising diffusion implicit models","author":"song","year":"2020"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-031-16452-1_4"},{"key":"ref14","article-title":"Diffusion models for implicit image segmentation ensembles","author":"wolleb","year":"2021"},{"key":"ref20","article-title":"Quantifying the carbon emissions of machine learning","author":"lacoste","year":"2019"},{"key":"ref11","first-page":"8162","article-title":"Improved denoising diffusion probabilistic models","author":"nichol","year":"2021","journal-title":"Proceedings of the 38th International Conference on Machine Learning"},{"key":"ref10","article-title":"Photorealistic text-to-image diffusion models with deep language understanding","author":"saharia","year":"2022"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.3389\/fncom.2019.00083"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1557\/mrs2010.571"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1371\/journal.pcbi.1008934"},{"key":"ref16","article-title":"Denoising diffusion probabilistic models","author":"ho","year":"0","journal-title":"Adv Neural Inf Process Syst"},{"key":"ref19","first-page":"47","article-title":"Cascaded diffusion models for high fidelity image generation","volume":"23","author":"ho","year":"2022","journal-title":"J Mach Learn Res"},{"key":"ref18","article-title":"Datasets for 3D shape reconstruction from 2D microscopy images","author":"waibel","year":"2022"},{"key":"ref8","article-title":"Novel view synthesis with diffusion models","author":"watson","year":"2022"},{"key":"ref7","first-page":"628","article-title":"3D-R2N2: A unified approach for single and multi-view 3D object reconstruction","author":"choy","year":"2016","journal-title":"Proceedings of the European Conference on Computer Vision (ECCV)"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2017.264"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-031-16440-8_15"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1016\/j.isci.2022.105298"},{"key":"ref6","first-page":"52","article-title":"Pixel2mesh: Generating 3D mesh models from single RGB images","author":"wang","year":"2018","journal-title":"Proceedings of the European Conference on Computer Vision (ECCV)"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2019.00988"}],"event":{"name":"2023 IEEE 20th International Symposium on Biomedical Imaging (ISBI)","location":"Cartagena, Colombia","start":{"date-parts":[[2023,4,18]]},"end":{"date-parts":[[2023,4,21]]}},"container-title":["2023 IEEE 20th International Symposium on Biomedical Imaging (ISBI)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/10230311\/10230322\/10230752.pdf?arnumber=10230752","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2023,9,25]],"date-time":"2023-09-25T17:58:12Z","timestamp":1695664692000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10230752\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2023,4,18]]},"references-count":20,"URL":"https:\/\/doi.org\/10.1109\/isbi53787.2023.10230752","relation":{},"subject":[],"published":{"date-parts":[[2023,4,18]]}}}