{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,8,18]],"date-time":"2026-08-18T01:44:18Z","timestamp":1787017458063,"version":"build-2736575974"},"publisher-location":"New York, NY, USA","reference-count":28,"publisher":"ACM","license":[{"start":{"date-parts":[[2020,12,25]],"date-time":"2020-12-25T00:00:00Z","timestamp":1608854400000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.acm.org\/publications\/policies\/copyright_policy#Background"}],"content-domain":{"domain":["dl.acm.org"],"crossmark-restriction":true},"short-container-title":[],"published-print":{"date-parts":[[2020,12,25]]},"DOI":"10.1145\/3447450.3447466","type":"proceedings-article","created":{"date-parts":[[2021,4,9]],"date-time":"2021-04-09T23:16:35Z","timestamp":1618010195000},"page":"98-103","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":5,"title":["3D Medical Image Registration Based on Spatial Attention"],"prefix":"10.1145","author":[{"given":"Shanshan","family":"Li","sequence":"first","affiliation":[{"name":"Kunming University of Science and Technology, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Yingjun","family":"Ma","sequence":"additional","affiliation":[{"name":"Academic affaires office Shandong University of Political Science and Law, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Hongyan","family":"Wang","sequence":"additional","affiliation":[{"name":"Shandong Branch China Telecom Corporation Limited, China"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"320","published-online":{"date-parts":[[2021,4,9]]},"reference":[{"issue":"4","key":"e_1_3_2_1_1_1","first-page":"171","article-title":"CT and PET Image Registration: Application to Thorax Area","volume":"1","author":"Davood Khodadad","year":"2013","unstructured":"Davood Khodadad , Alireza Ahmadian, Hossein Yousefi Banaem , Mohammad Reza Ay, and Armaghan Fard-Esfahani , \" CT and PET Image Registration: Application to Thorax Area ,\" Journal of Image and Graphics , Vol. 1 , No. 4 , pp. 171 - 175 , December 2013 . doi: 10.12720\/joig.1.4.171-175 10.12720\/joig.1.4.171-175 Davood Khodadad, Alireza Ahmadian, Hossein Yousefi Banaem, Mohammad Reza Ay, and Armaghan Fard-Esfahani, \"CT and PET Image Registration: Application to Thorax Area,\" Journal of Image and Graphics, Vol. 1, No. 4, pp. 171-175, December 2013. doi: 10.12720\/joig.1.4.171-175","journal-title":"Journal of Image and Graphics"},{"key":"e_1_3_2_1_2_1","volume-title":"Deep learning in medical image registration: A survey. arXiv preprint arXiv:190302026","author":"Haskins G","year":"2019","unstructured":"Haskins G , Kruger U , Yan P ( 2019 ) Deep learning in medical image registration: A survey. arXiv preprint arXiv:190302026 Haskins G, Kruger U, Yan P (2019) Deep learning in medical image registration: A survey. arXiv preprint arXiv:190302026"},{"key":"e_1_3_2_1_3_1","doi-asserted-by":"publisher","DOI":"10.1109\/TMI.2016.2521800"},{"key":"e_1_3_2_1_4_1","volume-title":"Deformable Image Registration Based on Similarity-Steered CNN Regression. International Conference on Medical Image Computing and Computer-Assisted Intervention. Springer, Cham.","author":"Cao X.","year":"2017","unstructured":"Cao , X. , Yang , J. , Zhang , J. , Nie , D. , Kim , M. , & Wang , Q. , ( 2017 ). Deformable Image Registration Based on Similarity-Steered CNN Regression. International Conference on Medical Image Computing and Computer-Assisted Intervention. Springer, Cham. Cao, X. , Yang, J. , Zhang, J. , Nie, D. , Kim, M. , & Wang, Q. , (2017). Deformable Image Registration Based on Similarity-Steered CNN Regression. International Conference on Medical Image Computing and Computer-Assisted Intervention. Springer, Cham."},{"key":"e_1_3_2_1_5_1","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-66182-7_27"},{"key":"e_1_3_2_1_6_1","volume-title":"Birnet: Brain image registration using dual-supervised fully convolutional networks. Medical image analysis 54:193\u2013 206","author":"Fan J","year":"2019","unstructured":"Fan J , Cao X , Yap PT , Shen D ( 2019 ) Birnet: Brain image registration using dual-supervised fully convolutional networks. Medical image analysis 54:193\u2013 206 Fan J, Cao X, Yap PT, Shen D (2019) Birnet: Brain image registration using dual-supervised fully convolutional networks. Medical image analysis 54:193\u2013 206"},{"key":"e_1_3_2_1_7_1","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-24574-4_28"},{"key":"e_1_3_2_1_8_1","doi-asserted-by":"publisher","DOI":"10.1109\/ISBI.2018.8363757"},{"key":"e_1_3_2_1_9_1","first-page":"109","volume-title":"Unsupervised probabilistic deformation modeling for robust diffffeomorphic registration. Deep Learning in Medical Image Analysis and Multimodal Learning for Clinical Decision Support","author":"Krebs J","year":"2018","unstructured":"Krebs J , Mansi T , Mailh\u00b4e B , Ayache N , Delingette H ( 2018 ) Unsupervised probabilistic deformation modeling for robust diffffeomorphic registration. Deep Learning in Medical Image Analysis and Multimodal Learning for Clinical Decision Support pp 101\u2013 109 Krebs J, Mansi T, Mailh\u00b4e B, Ayache N, Delingette H (2018) Unsupervised probabilistic deformation modeling for robust diffffeomorphic registration. Deep Learning in Medical Image Analysis and Multimodal Learning for Clinical Decision Support pp 101\u2013109"},{"key":"e_1_3_2_1_10_1","doi-asserted-by":"publisher","DOI":"10.18178\/joig.6.2.152-159"},{"key":"#cr-split#-e_1_3_2_1_11_1.1","doi-asserted-by":"crossref","unstructured":"Kenji Ono Yutaro Iwamoto Yen-Wei Chen and Masahiro Nonaka \"Automatic Segmentation of Infant Brain Ventricles with Hydrocephalus in MRI Based on 2.5D U-Net and Transfer Learning \" Journal of Image and Graphics Vol. 8 No. 2 pp. 42-46 June 2020. doi: 10.18178\/joig.8.2.42-46 10.18178\/joig.8.2.42-46","DOI":"10.18178\/joig.8.2.42-46"},{"key":"#cr-split#-e_1_3_2_1_11_1.2","doi-asserted-by":"crossref","unstructured":"Kenji Ono Yutaro Iwamoto Yen-Wei Chen and Masahiro Nonaka \"Automatic Segmentation of Infant Brain Ventricles with Hydrocephalus in MRI Based on 2.5D U-Net and Transfer Learning \" Journal of Image and Graphics Vol. 8 No. 2 pp. 42-46 June 2020. doi: 10.18178\/joig.8.2.42-46","DOI":"10.18178\/joig.8.2.42-46"},{"key":"e_1_3_2_1_12_1","doi-asserted-by":"publisher","DOI":"10.18178\/joig.7.3.107-111"},{"key":"e_1_3_2_1_13_1","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2018.00964"},{"key":"e_1_3_2_1_14_1","first-page":"2025","volume-title":"Advances in neural information processing systems","author":"Jaderberg M.","year":"2015","unstructured":"Jaderberg , M. , Simonyan , K. , Zisserman , A. , ( 2015 ). Spatial transformer networks . In Advances in neural information processing systems , pages 2017\u2013 2025 . Jaderberg, M., Simonyan, K., Zisserman, A., (2015). Spatial transformer networks. In Advances in neural information processing systems , pages 2017\u20132025."},{"key":"e_1_3_2_1_15_1","doi-asserted-by":"publisher","DOI":"10.18178\/joig.8.1.21-25"},{"key":"e_1_3_2_1_16_1","doi-asserted-by":"publisher","DOI":"10.18178\/joig.7.4.134-139"},{"key":"e_1_3_2_1_17_1","volume-title":"Understanding Convolution for Semantic Segmentation. 2018 IEEE Winter Conference on Applications of Computer Vision (WACV). IEEE.","author":"Wang P.","year":"2018","unstructured":"Wang , P. , Chen , P. , Yuan , Y. , Liu , D. , Huang , Z. , & Hou , X. , ( 2018 ). Understanding Convolution for Semantic Segmentation. 2018 IEEE Winter Conference on Applications of Computer Vision (WACV). IEEE. Wang, P. , Chen, P. , Yuan, Y. , Liu, D. , Huang, Z. , & Hou, X. , (2018). Understanding Convolution for Semantic Segmentation. 2018 IEEE Winter Conference on Applications of Computer Vision (WACV). IEEE."},{"key":"e_1_3_2_1_18_1","volume-title":"ECCV","author":"Woo S.","year":"2018","unstructured":"Woo S. , Park J. , Lee JY. , Kweon I.S. ( 2018 ) CBAM: Convolutional Block Attention Module. In: Ferrari V., Hebert M., Sminchisescu C., Weiss Y. (eds) Computer Vision \u2013 ECCV 2018 . ECCV 2018. Lecture Notes in Computer Science, vol 11211. Springer, Cham. Woo S., Park J., Lee JY., Kweon I.S. (2018) CBAM: Convolutional Block Attention Module. In: Ferrari V., Hebert M., Sminchisescu C., Weiss Y. (eds) Computer Vision \u2013 ECCV 2018. ECCV 2018. Lecture Notes in Computer Science, vol 11211. Springer, Cham."},{"key":"e_1_3_2_1_19_1","volume-title":"Ways toward an early diagnosis in alzheimer's disease: the alzheimer's disease neuroimaging initiative (adni). Alzheimer's & Dementia 1(1):55\u201366","author":"Mueller SG","year":"2005","unstructured":"Mueller SG , Weiner MW , Thal LJ , Petersen RC , Jack CR , Jagust W , Trojanowski JQ , Toga AW , Beckett L ( 2005 ) Ways toward an early diagnosis in alzheimer's disease: the alzheimer's disease neuroimaging initiative (adni). Alzheimer's & Dementia 1(1):55\u201366 Mueller SG, Weiner MW, Thal LJ, Petersen RC, Jack CR, Jagust W, Trojanowski JQ, Toga AW, Beckett L (2005) Ways toward an early diagnosis in alzheimer's disease: the alzheimer's disease neuroimaging initiative (adni). Alzheimer's & Dementia 1(1):55\u201366"},{"key":"e_1_3_2_1_20_1","doi-asserted-by":"crossref","unstructured":"Marcus DS Wang TH Parker J Csernansky JG Morris JC Buckner RL(2007) Open access series of imaging studies (oasis): cross-sectional mri data in young middle aged nondemented and demented older adults. Journal of cognitive neuroscience 19(9):1498\u20131507  Marcus DS Wang TH Parker J Csernansky JG Morris JC Buckner RL(2007) Open access series of imaging studies (oasis): cross-sectional mri data in young middle aged nondemented and demented older adults. Journal of cognitive neuroscience 19(9):1498\u20131507","DOI":"10.1162\/jocn.2007.19.9.1498"},{"key":"e_1_3_2_1_21_1","volume-title":"The autism brain imaging data exchange: towards a large-scale evaluation of the intrinsic brain architecture in autism. Molecular psychiatry 19(6):659\u2013667","author":"Di Martino A","year":"2014","unstructured":"Di Martino A , Yan CG , Li Q , Denio E , Castellanos FX , Alaerts K , Anderson JS , Assaf M , Bookheimer SY , Dapretto M , ( 2014 ) The autism brain imaging data exchange: towards a large-scale evaluation of the intrinsic brain architecture in autism. Molecular psychiatry 19(6):659\u2013667 Di Martino A, Yan CG, Li Q, Denio E, Castellanos FX, Alaerts K, Anderson JS, Assaf M, Bookheimer SY, Dapretto M, (2014) The autism brain imaging data exchange: towards a large-scale evaluation of the intrinsic brain architecture in autism. Molecular psychiatry 19(6):659\u2013667"},{"key":"e_1_3_2_1_22_1","volume-title":"The adhd-200 consortium: a model to advance the translational potential of neuroimaging in clinical neuroscience. Frontiers in systems neuroscience 6:62","author":"Milham MP","year":"2012","unstructured":"Milham MP , Fair D , Mennes M , Mostofsky SH , ( 2012 ) The adhd-200 consortium: a model to advance the translational potential of neuroimaging in clinical neuroscience. Frontiers in systems neuroscience 6:62 Milham MP, Fair D, Mennes M, Mostofsky SH, (2012) The adhd-200 consortium: a model to advance the translational potential of neuroimaging in clinical neuroscience. Frontiers in systems neuroscience 6:62"},{"key":"e_1_3_2_1_23_1","volume-title":"Freesurfer. Neuroimage 62(2):774\u2013781","author":"Fischl B","year":"2012","unstructured":"Fischl B ( 2012 ) Freesurfer. Neuroimage 62(2):774\u2013781 Fischl B (2012) Freesurfer. Neuroimage 62(2):774\u2013781"},{"key":"e_1_3_2_1_24_1","volume-title":"A reproducible evaluation of ants similarity metric performance in brain image registration. Neuroimage 54(3):2033\u20132044","author":"Avants BB","year":"2011","unstructured":"Avants BB , Tustison NJ , Song G , Cook PA , Klein A , Gee JC ( 2011 ) A reproducible evaluation of ants similarity metric performance in brain image registration. Neuroimage 54(3):2033\u20132044 Avants BB, Tustison NJ, Song G, Cook PA, Klein A, Gee JC (2011) A reproducible evaluation of ants similarity metric performance in brain image registration. Neuroimage 54(3):2033\u20132044"},{"key":"e_1_3_2_1_25_1","first-page":"283","volume-title":"OSDI","volume":"16","author":"Abadi M.","year":"2016","unstructured":"Abadi , M. , Barham , P. , Chen , J. , Chen , Z. , Davis , A. , Dean , J. , Devin , M. , Ghemawat , S. , Irving , G. , Isard , M. , ( 2016 ). Tensorflflow: a system for large-scale machine learning . In OSDI , volume 16 , pages 265\u2013 283 . Abadi, M., Barham, P., Chen, J., Chen, Z., Davis, A., Dean, J., Devin, M., Ghemawat, S., Irving, G., Isard, M., (2016). Tensorflflow: a system for large-scale machine learning. In OSDI, volume 16, pages 265\u2013283."},{"key":"e_1_3_2_1_26_1","volume-title":"Keras","author":"Chollet F.","year":"2015","unstructured":"Chollet , F. ( 2015 ). Keras . Chollet, F. (2015). Keras."},{"key":"e_1_3_2_1_27_1","volume-title":"Symmetric diffeomorphic image registration with cross-correlation: evaluating automated labeling of elderly and neurodegenerative brain. Medical image analysis 12(1):26\u201341","author":"Avants BB","year":"2008","unstructured":"Avants BB , Epstein CL , Grossman M , Gee JC ( 2008 ) Symmetric diffeomorphic image registration with cross-correlation: evaluating automated labeling of elderly and neurodegenerative brain. Medical image analysis 12(1):26\u201341 Avants BB, Epstein CL, Grossman M, Gee JC (2008) Symmetric diffeomorphic image registration with cross-correlation: evaluating automated labeling of elderly and neurodegenerative brain. Medical image analysis 12(1):26\u201341"}],"event":{"name":"ICVIP 2020: 2020 The 4th International Conference on Video and Image Processing","location":"Xi'an China","acronym":"ICVIP 2020"},"container-title":["2020 The 4th International Conference on Video and Image Processing"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3447450.3447466","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/3447450.3447466","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,17]],"date-time":"2025-06-17T16:46:57Z","timestamp":1750178817000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3447450.3447466"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2020,12,25]]},"references-count":28,"alternative-id":["10.1145\/3447450.3447466","10.1145\/3447450"],"URL":"https:\/\/doi.org\/10.1145\/3447450.3447466","relation":{},"subject":[],"published":{"date-parts":[[2020,12,25]]},"assertion":[{"value":"2021-04-09","order":2,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}