{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,6,6]],"date-time":"2026-06-06T16:14:39Z","timestamp":1780762479080,"version":"3.54.1"},"reference-count":30,"publisher":"IEEE","license":[{"start":{"date-parts":[[2024,12,3]],"date-time":"2024-12-03T00:00:00Z","timestamp":1733184000000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2024,12,3]],"date-time":"2024-12-03T00:00:00Z","timestamp":1733184000000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2024,12,3]]},"DOI":"10.1109\/bibm62325.2024.10822627","type":"proceedings-article","created":{"date-parts":[[2025,1,10]],"date-time":"2025-01-10T20:12:45Z","timestamp":1736539965000},"page":"2164-2169","source":"Crossref","is-referenced-by-count":7,"title":["Masked Conditional Diffusion Model with GNN for Spatial Transcriptomics Data Imputation"],"prefix":"10.1109","author":[{"given":"Xiaoyu","family":"Li","sequence":"first","affiliation":[{"name":"Yunnan University,School of Information Science and Engineering,Kunming,China,650500"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Wenwen","family":"Min","sequence":"additional","affiliation":[{"name":"Yunnan University,School of Information Science and Engineering,Kunming,China,650500"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Shunfang","family":"Wang","sequence":"additional","affiliation":[{"name":"Yunnan University,School of Information Science and Engineering,Kunming,China,650500"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Changmiao","family":"Wang","sequence":"additional","affiliation":[{"name":"The Shenzhen Research Institute of Big Data,Shenzhen,China,518172"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Taosheng","family":"Xu","sequence":"additional","affiliation":[{"name":"Chinese Academy of Science,The Hefei Institutes of Physical Science,Hefei,China,230031"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1038\/s41467-023-43629-w"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1038\/s41587-022-01448-2"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1038\/s41592-020-01038-7"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1038\/s41587-020-0739-1"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1016\/j.cell.2022.04.003"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1038\/s41592-022-01409-2"},{"key":"ref7","first-page":"2661","article-title":"Egg-gae: scalable graph neural networks for tabular data imputation","volume-title":"International Conference on Artificial Intelligence and Statistics","author":"Telyatnikov"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/TNNLS.2023.3260003"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1038\/s41467-018-03405-7"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2019.00259"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1038\/s41598-018-34688-x"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1038\/s41467-021-22197-x"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1093\/bioinformatics\/btad533"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1093\/bib\/bbae571"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52688.2022.01553"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1145\/3534678.3539321"},{"key":"ref17","first-page":"1","author":"Min","year":"2024","journal-title":"Dimensionality reduction and denoising of spatial transcriptomics data using dual-channel masked graph autoencoder"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1093\/bib\/bbae551"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1038\/s41592-018-0229-2"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1093\/nar\/gkaa740"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1038\/s41592-021-01264-7"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1093\/bioinformatics\/btab298"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1038\/s41467-022-29439-6"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1038\/s41467-018-07931-2"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1016\/j.isci.2021.102393"},{"key":"ref26","author":"Wen","year":"2023","journal-title":"Single cells are spatial tokens: Transformers for spatial transcriptomic data imputation"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1093\/bioinformatics\/btab746"},{"key":"ref28","first-page":"24 804","article-title":"CSDI: conditional score-based diffusion models for probabilistic time series imputation","volume":"34","author":"Tashiro","year":"2021","journal-title":"Advances in Neural Information Processing Systems"},{"key":"ref29","first-page":"6840","article-title":"Denoising diffusion probabilistic models","volume":"33","author":"Ho","year":"2020","journal-title":"Advances in Neural Information Processing Systems"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1038\/s41592-022-01480-9"}],"event":{"name":"2024 IEEE International Conference on Bioinformatics and Biomedicine (BIBM)","location":"Lisbon, Portugal","start":{"date-parts":[[2024,12,3]]},"end":{"date-parts":[[2024,12,6]]}},"container-title":["2024 IEEE International Conference on Bioinformatics and Biomedicine (BIBM)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/10821710\/10821711\/10822627.pdf?arnumber=10822627","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,1,13]],"date-time":"2025-01-13T19:42:25Z","timestamp":1736797345000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10822627\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2024,12,3]]},"references-count":30,"URL":"https:\/\/doi.org\/10.1109\/bibm62325.2024.10822627","relation":{},"subject":[],"published":{"date-parts":[[2024,12,3]]}}}